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] [0:25] [0:23] [0:22.200000762939453] [0:22.200000762939453] [0:31.200000762939453] [0:30.899999618530273] [0:27.899999618530273] [0:27.899999618530273] [0:10.479999542236328] [0:10.899999618530273] [0:10.899999618530273] [0:8.9600000381469727] [0:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [0:17.959999084472656] [0:18.350000381469727] [0:18.350000381469727] [0:18.340000152587891] [0:360] [0:464] [0:472] [0:472] [0:1038.300048828125] [0:1039.4000244140625] [0:1039.4000244140625] [0:1039.4000244140625] [0:26.100000381469727] [-0.30000001192092896:28.100000381469727] [0:25.799999237060547] [0:25.200000762939453] [0:24.799999237060547] [0:24.600000381469727] [0:24.799999237060547] [0:25] [-6.8000001907348633:22.5] [-8.6999998092651367:22.600000381469727] [-7.9000000953674316:22.700000762939453] [-7.6999998092651367:22.700000762939453] none none none none none none none none [0:1203.780029296875] [0:768.530029296875] [0:862.32000732421875] [0:787.16998291015625] [0:359.9815673828125] [0:359.95010375976562] [0:359.962646484375] [0:359.97222900390625] [0:0.97054922580718994] [0:1370.821044921875] [0:0.96870046854019165] [0:0.97011017799377441] [0:288.17001342773438] [0:346.17999267578125] [0:280.6400146484375] [0:305.97000122070312] [0:359.86520385742188] [0:359.95321655273438] [0:359.90997314453125] [0:359.94366455078125] [0:0.97000002861022949] [0:0.96919798851013184] [0:0.96680986881256104] [0:0.9684564471244812] [0:113.06999969482422] [0:121.05999755859375] [0:107.77999877929688] [0:116.98999786376953] [0:359.98101806640625] [0:359.96905517578125] [0:359.93356323242188] [0:359.99575805664062] [0:67.684310913085938] [0:107.560546875] [0:67.684310913085938] [0:0.956673264503479] [-1:0.99999982118606567] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0.999991774559021] [-1:0.99973779916763306] [-1:0.99992311000823975] [-1:0.99999958276748657] [-1:1] [-0.9999997615814209:1] [-1:1] [-1:1] [-1:0.99998694658279419] [-1:0.99997925758361816] [-1:0.99999898672103882] [-1:1] [-1:1] [-1:1] [-1:1] [-0.99999994039535522:1] [-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] [0:1031.300048828125] [0:1032.199951171875] [0:1032.199951171875] -1:0:5:6:7:11:9:8:10:4:3:2:1:12
tree_sizes=3068 3150 3174 3153 3155 3174 3139 3161 3159 3148 3146 3192 3178 3170 3169 3168 3179 3175 3175 3188 3160 3185 3191 3175 3187 3193 3169 3169 3178 3189 3200 3189 3172 3186 3171 3194 3196 3189 3171 3162 3184 3150 3195 3147 3189 3130 3190 3170 3177 3172 3163 3164 3179 3152 3153 3159 3177 3166 3157 3156 3163 3190 3183 3194 3151 3186 3194 3153 3205 3197 3164 3215 3171 3138 3197 3206 3191 3180 3166 3157 3174 3161 3188 3162 3161 3173 3162 3148 3196 3182 3180 3139 3157 3151 3148 3196 3197 3168 3145 3173 3158 3122 3181 3085 3172 3105 3156 3171 3140 3119 3137 3112 3201 3132 3125 3160 3126 3084 3128 3105 3090 3111 3181 3083 3117 3150 3148 3163 3190 3090 3162 3011 3025 3139 3122 3133 3073 3134 3104 3151 3163 3129 3054 2989 3123 3150 3170 3003 3118 3076 3137 3149 3070 3080 3046 3136 3072 3097 3039 3052 3066 3060 2994 3099 2969 3005 2924 3045 2998 3066 3070 2943 3049 2964 2940 2966 3143 3126 3054 3112 3151 3093 3097 3144 2993 3144 3057 3099 2895 3073 3038 2991 3012 2889 3027 2932 2975 2987 2914 2974 3102 2928 3127 3127 3025 2980 2974 2948 2890 2889 2999 3078 2922 2883 3117 3011 2905 3032 3040 3026 2989 2972 2959 3098 3086 3000 2919 3006 2962 2993 3109 2936 2972 3099 2990 3017 3069 2936 3089 3063 2989 2939 3027 2901 2941 2997 2872 2873 2981 2904 2982 2885 2978 3026 3100 2948 2958 2987 3077 2888 3027 2975 2877 2986 2876 2925 2943 2931 2968 3049 3097 3127 3077 3041 3063 2958 2904 3019 3000 3021 3034 3093 2943 3035 3027 2968 3008 3008 2952 2995 3098 3053 2988 3075 2928 2943 2909 3082 3084 3097 2983 2913 2994 2965 2940 2863 2845 2925 2984 3004 3035 3062 3086 2951 3055 3011 2941 2960 2963 2978 3078 3002 3008 3010 3026 3108 3115 2984 3109 2975 3084

Tree=0
num_leaves=31
num_cat=4
split_feature=108 56 83 60 57 100 59 101 80 31 136 91 91 63 59 80 30 61 136 28 80 98 88 55 108 136 116 57 136 108
split_gain=149108 9524.6 4245.17 2489.24 816.603 628.942 471.005 392.904 290.963 273.9 267.793 222.415 218.998 162.63 149.796 144.063 116.795 113.05 112.979 111.519 107.783 102.413 99.4104 89.3775 87.2798 81.2636 77.5985 77.4923 68.966 68.277
threshold=0.99999997019767772 231.46665954589847 1.0000000180025095e-35 0.45356561243534094 206.50297546386722 0.49385499954223638 228.91800689697268 0.97476640343666088 244.67799377441409 1017.7500000000001 0 -0.62594574689865101 -0.8162492811679839 0.40494665503501898 234.20223236083987 217.68619537353518 1018.2500000000001 0.57460206747055065 1 1018.5499877929689 252.10917663574222 -0.40792791545391077 -0.12589064240455625 11.734999656677248 -0.32761658728122706 2 0.64942333102226268 212.57714843750003 3 -0.4235850572586059
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2
left_child=1 4 7 6 10 12 24 -2 -6 13 15 16 17 29 -4 -1 18 -5 -10 23 -12 -9 -17 -7 -3 -13 -11 -26 -21 -8
right_child=2 3 14 5 8 19 9 21 11 26 20 25 -14 -15 -16 22 -18 -19 -20 28 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.37124937519344064 -0.36410622521799074 -0.37499957651200883 -0.35942739198991569 -0.37810379566286734 -0.37568003471248046 -0.37166021517289644 -0.37813870748131451 -0.36071001626484017 -0.37002183042620063 -0.37720356149754575 -0.37158457021615859 -0.36047118309979698 -0.37569385117804321 -0.3727903488792178 -0.37157086312945786 -0.35850888696821026 -0.37249668106362271 -0.38101250523618807 -0.36447567969639832 -0.37101690975559803 -0.36175751038069359 -0.33736150273657906 -0.35414324598787816 -0.37534660308820511 -0.36224350208739364 -0.36454707157991562 -0.37190699418635714 -0.36679668057772452 -0.37757043331794482 -0.36735761243704823
leaf_weight=1789 1378 2447 3708 44530 6972 30390 1535 470 13800 23922 2977 22121 30392 30813 8059 33955 9313 133710 28133 4727 44480 636085 21170 35826 13983 27676 9727 28172 40000 33923
leaf_count=1789 1378 2447 3708 44530 6972 30390 1535 470 13800 23922 2977 22121 30392 30813 8059 33955 9313 133710 28133 4727 44480 636085 21170 35826 13983 27676 9727 28172 40000 33923
internal_value=-0.355093 -0.371523 -0.337985 -0.375537 -0.362753 -0.377999 -0.370092 -0.337436 -0.365801 -0.371999 -0.359599 -0.365119 -0.379617 -0.370133 -0.367744 -0.357285 -0.367432 -0.380286 -0.366307 -0.374958 -0.362372 -0.337379 -0.356832 -0.373655 -0.365819 -0.362739 -0.375672 -0.365286 -0.376886 -0.367824
internal_weight=1.32618e+06 676483 649700 464097 212386 319575 144522 637933 108015 99920 104371 101043 208632 66271 11767 56914 51246 178240 41933 110943 47457 636555 55125 66216 44602 49797 33649 42155 44727 35458
internal_count=1326183 676483 649700 464097 212386 319575 144522 637933 108015 99920 104371 101043 208632 66271 11767 56914 51246 178240 41933 110943 47457 636555 55125 66216 44602 49797 33649 42155 44727 35458
cat_boundaries=0 1 2 3 4
cat_threshold=802 6336 802 16
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=4
split_feature=108 57 83 61 88 101 88 73 91 136 31 63 108 31 59 81 30 108 31 30 108 136 136 70 97 55 59 108 109 136
split_gain=134570 8262.21 3831.27 2213.11 1032.81 562.352 421.483 354.747 300.783 269.81 233.671 184.545 161.144 141.339 135.191 124.238 113.644 109.066 101.561 99.8263 99.3748 98.2509 96.7305 92.5005 85.4599 82.728 79.0364 77.6382 77.0176 74.2063
threshold=0.99999997019767772 233.17141723632815 1.0000000180025095e-35 0.4512243270874024 -0.50050634145736683 0.49714653193950659 -0.67657312750816334 0.29800944030284887 -0.58765128254890431 0 1017.0499877929689 0.53599542379379284 -0.4235850572586059 1017.8500061035157 234.20223236083987 242.71866607666018 1018.7500000000001 -0.76859757304191578 1018.3500061035157 1018.7500000000001 -0.292443037033081 1 2 163.20623779296878 -0.77936056256294239 11.335000038146974 199.88449859619143 -0.54802620410919178 -0.54790857434272755 3
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 1
left_child=1 4 7 6 8 11 10 23 12 16 15 -5 -1 21 -4 -3 17 -6 25 28 -11 -14 -17 -2 -19 -7 -22 -10 -8 -13
right_child=2 3 14 5 9 18 19 -9 27 20 -12 29 13 -15 -16 22 -18 24 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.022307190693846124 0.01684441310594675 -0.022328532901902013 -0.0041183792475355053 -0.020809200099850725 -0.014447874002005879 -0.015584654481268296 -0.021319281484110653 -0.0086613260748279099 -0.018977488471631429 -0.015746599724335661 -0.019211262931289871 -0.02544320538912408 -0.009299309043694047 -0.017431907018600916 -0.015654676037857862 -0.016313966429659973 -0.0098891269375871102 -0.0030905015684058214 -0.02074033756660288 -0.015425179112581622 -0.0042447809539808701 -0.014068660221926163 -0.011885381470271218 -0.0048439800858957128 0.00082439426848375389 -0.019224608072352406 -0.0082325788729713956 -0.0079001309226443793 -0.0084896919558983003 -0.023172034848815106
leaf_weight=4889 636073 4266 3708 52750 1629 27967 1212 1368 1639 3139 36333 71810 23771 12980 8059 19434 4563 30901 44171 7145 21203 20163 35111 492 25397 35329 30013 45299 33581 81788
leaf_count=4889 636073 4266 3708 52750 1629 27967 1212 1368 1639 3139 36333 71810 23771 12980 8059 19434 4563 30901 44171 7145 21203 20163 35111 492 25397 35329 30013 45299 33581 81788
internal_value=-7.68142e-07 -0.0156096 0.0162515 -0.0195181 -0.00779742 -0.0218333 -0.014218 0.016773 -0.0113044 -0.00453367 -0.0160587 -0.0233607 -0.0135961 -0.0128478 -0.0120194 -0.0141111 -0.00229155 -0.00169348 -0.0189003 -0.0100421 -0.00710963 -0.0114935 -0.0134684 0.0168277 -0.00132442 -0.0176163 -0.00658166 -0.00828693 -0.00893661 -0.024237
internal_weight=1.32618e+06 676483 649700 450897 225586 313815 137082 637933 108741 116845 95144 206348 61803 56914 11767 58811 62490 57927 107467 41938 54355 43934 54545 636565 56298 63296 51216 46938 34793 153598
internal_count=1326183 676483 649700 450897 225586 313815 137082 637933 108741 116845 95144 206348 61803 56914 11767 58811 62490 57927 107467 41938 54355 43934 54545 636565 56298 63296 51216 46938 34793 153598
cat_boundaries=0 1 2 3 4
cat_threshold=802 819 6336 6340
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=3
split_feature=100 56 83 60 59 116 91 73 108 88 136 31 91 30 58 136 108 97 61 63 63 70 31 57 100 52 68 116 136 28
split_gain=121450 7828.22 3458.67 2017.78 736.822 552.461 342.954 320.541 261.612 240.871 210.367 200.093 193.719 177.708 129.156 124.353 115.669 111.432 105.939 97.7737 93.3278 83.6422 77.9614 74.9428 69.0145 64.3677 64.1415 61.6775 56.563 54.1337
threshold=0.99999994039535534 233.24258422851565 1.0000000180025095e-35 0.43436975777149206 214.04489898681643 0.53727915883064281 -0.64046540856361378 0.29800944030284887 -0.4846618771553039 -0.29477687180042261 0 1017.6499938964845 -0.81914952397346485 1016.4500122070314 231.41499328613284 1 -0.4235850572586059 -0.80899184942245472 0.63175380229949962 0.44962994754314428 0.39694187045097357 206.48231506347659 1019.7500000000001 199.77283477783206 0.66334620118141185 3.5449999570846562 288.71321105957037 0.63605400919914257 2 1018.6499938964845
decision_type=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 1 2
left_child=1 4 7 6 9 12 11 21 -6 17 -10 16 18 23 -4 -11 -3 29 -5 -7 -18 -2 28 -12 -21 -17 -20 -13 -8 -1
right_child=2 3 14 5 8 19 22 -9 10 15 13 27 -14 -15 -16 25 20 -19 26 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0077580644126288975 0.016001912802637179 -0.021534212726133446 -0.0050321439186120503 -0.021062360577934019 -0.019945638472213235 -0.014735159296288831 -0.0065574659538423291 -0.0082338535984070056 -0.013068563343565591 0.00034090231845596437 -0.0031323466624443332 -0.019840236679678956 -0.018579704436846055 -0.011967706759857671 -0.015684875473971429 -0.006080698723373662 -0.010757683357817507 -0.0039010027171495496 -0.024465463493757594 -0.019478845461039413 -0.014947964955414818 -0.0050095055150573007 -0.015341563974480561 -0.0075577829259476205 -0.016482165860151023 -0.0015982365888508052 -0.022113919476130846 -0.014799548028223794 -0.010536431772694459 -0.014243767391564672
leaf_weight=31679 636091 3948 4780 67621 6426 22668 17309 1369 28876 27429 13670 20611 34631 19172 7030 19262 29176 22302 73104 55050 24402 474 4925 31870 29514 13709 48064 8601 18839 3581
leaf_count=31679 636091 3948 4780 67621 6426 22668 17309 1369 28876 27429 13670 20611 34631 19172 7030 19262 29176 22302 73104 55050 24402 474 4925 31870 29514 13709 48064 8601 18839 3581
internal_value=-7.67717e-07 -0.0148302 0.0154379 -0.0185391 -0.00702948 -0.0206014 -0.0132038 0.0159343 -0.0101866 -0.00435274 -0.00951649 -0.0149861 -0.0220173 -0.00792823 -0.0113733 -0.00214706 -0.0132748 -0.00666716 -0.0226478 -0.0176513 -0.0126661 0.0159863 -0.00943995 -0.00622937 -0.018433 -0.00421566 -0.0235327 -0.0183561 -0.00863588 -0.00841675
internal_weight=1.32618e+06 676439 649744 458463 217976 330652 127811 637934 100014 117962 93588 86738 223420 64712 11810 60400 57526 57562 188789 107232 53578 636565 41073 45540 84564 32971 121168 29212 36148 35260
internal_count=1326183 676439 649744 458463 217976 330652 127811 637934 100014 117962 93588 86738 223420 64712 11810 60400 57526 57562 188789 107232 53578 636565 41073 45540 84564 32971 121168 29212 36148 35260
cat_boundaries=0 1 2 3
cat_threshold=6336 546 818
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=4
split_feature=100 56 71 60 90 100 59 101 80 118 96 136 31 59 31 59 57 136 136 108 63 136 98 89 80 80 30 56 16 28
split_gain=109609 7070.39 3121.99 1765.67 735.118 463.299 388.888 290.32 282.918 233.244 227.651 205.84 152.725 116.498 114.487 109.258 102.252 100.29 91.2252 85.3499 80.4585 76.4041 75.2847 74.4875 73.9139 72.8709 68.8301 67.4959 67.3716 65.0915
threshold=0.99999994039535534 235.01586914062503 164.28964996337893 0.48089146614074713 -0.44517870247364039 0.47328816354274755 233.33306884765628 0.97476640343666088 240.61576080322268 0.62249094247818004 -0.80046039819717396 0 1017.5499877929689 234.20223236083987 1016.6499938964845 243.895378112793 192.02442932128909 1 2 -0.32761658728122706 0.38481450080871588 3 -0.40792791545391077 -0.50051984190940846 249.67568969726565 244.67799377441409 1019.6499938964845 205.94084930419925 14.550000190734865 1018.0499877929689
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 1 2 2 1 2 2 2 2 2 2 2 2
left_child=1 4 7 6 8 15 19 -2 -1 14 12 16 17 -4 25 -5 -6 -10 -7 -3 -11 -12 -9 -21 -13 -8 -18 -19 -17 -20
right_child=2 3 13 5 11 18 9 22 10 20 21 24 -14 -15 -16 28 26 27 29 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.019052446290652583 -0.0074304276553090118 -0.018111871053663426 -0.0035079925348438694 -0.017945539201341145 0.00032604044338779939 -0.015772006278164951 -0.020911864152326549 -0.0047322296444713462 -0.013271381930447874 -0.0097630250844621697 -0.011853037242206212 -0.014554483697651957 -0.014769299530064362 -0.014230490202088684 -0.01899630198370432 -0.021210531047274307 -0.0032468300893723706 -0.0060132556726636846 -0.017262520544857173 -0.010517108947687103 -0.014220112226943821 -0.0047976526454487634 0.015201834547758733 -0.0061968247137465567 -0.0058810294432189367 -0.013976959971662104 -0.013523376161127318 -0.0099147529351202024 -0.023391600561955612 -0.020531195278225414
leaf_weight=7330 1422 2798 3693 19716 27720 49762 4334 474 12422 19754 4371 2609 16318 8066 32276 114949 32282 19949 34936 30736 20773 31758 636089 14772 41969 30070 1716 24950 51166 27003
leaf_count=7330 1422 2798 3693 19716 27720 49762 4334 474 12422 19754 4371 2609 16318 8066 32276 114949 32282 19949 34936 30736 20773 31758 636089 14772 41969 30070 1716 24950 51166 27003
internal_value=-7.40448e-07 -0.0140887 0.014666 -0.0176783 -0.00680903 -0.019935 -0.0133607 0.0151366 -0.00954176 -0.0150391 -0.00890666 -0.0037986 -0.0105016 -0.010863 -0.0168573 -0.0214647 -0.00192753 -0.00928667 -0.0173901 -0.00963587 -0.0120476 -0.00565584 0.015187 -0.00911473 -0.00638722 -0.0148506 -0.00376552 -0.00817946 -0.0218823 -0.0186845
internal_weight=1.32618e+06 676439 649744 453045 223394 297532 155513 637985 117098 107207 109768 106296 73639 11759 66680 185831 61718 57321 111701 48306 40527 36129 636563 45508 44578 34404 33998 44899 166115 61939
internal_count=1326183 676439 649744 453045 223394 297532 155513 637985 117098 107207 109768 106296 73639 11759 66680 185831 61718 57321 111701 48306 40527 36129 636563 45508 44578 34404 33998 44899 166115 61939
cat_boundaries=0 1 2 3 4
cat_threshold=806 6272 1330 6272
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=3
split_feature=100 56 71 60 89 113 90 101 80 136 96 31 62 80 31 58 89 62 31 136 29 88 30 31 80 98 74 136 108 53
split_gain=98922.5 6384.98 2817.6 1704.6 600.515 467.838 311.887 262.014 206.954 192.265 188.381 157.305 144.282 126.431 117.628 110.795 108.319 102.427 90.2904 85.5461 73.8253 73.0462 69.7648 68.2071 70.8866 67.9444 67.5149 66.3254 60.9101 58.4
threshold=0.99999994039535534 231.46665954589847 164.28964996337893 0.4363113939762116 -0.44485302269458765 -0.85260769724845875 -0.7372915744781493 0.97476640343666088 244.67799377441409 0 -0.83366137742996205 1018.7500000000001 0.56700995564460765 252.10917663574222 1019.6499938964845 231.41499328613284 -0.67264491319656361 0.36261136829853063 1017.9500122070314 1 1016.7500000000001 -0.12589064240455625 1018.8500061035157 1018.6499938964845 246.53864288330081 -0.40792791545391077 0.56782332062721264 2 -0.4235850572586059 12.414999961853029
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 2 2 2 2 1 2 2
left_child=1 4 7 6 8 12 11 -2 -1 21 14 17 20 -11 26 -4 23 -3 28 -14 -5 -6 -15 24 -7 -9 -10 -12 -8 -26
right_child=2 3 15 5 9 16 18 25 10 13 27 -13 19 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.017251451936908784 -0.0070589059960670473 -0.010118968328265986 -0.0044211486676926266 -0.016072774296757932 -0.0026396071551213606 -0.020971735726134307 -0.017076001614985934 -0.0044956180664911111 -0.0069596065891249469 -0.014324057130332305 -0.011369862401135102 -0.01753500204311036 -0.02213511564728075 -0.0042727406015945048 -0.016726366439073794 -0.014313184407686752 -0.013002799796220307 -0.014281669747666698 -0.012667011513995045 -0.019704227240970703 -0.019673422000758004 0.001531343346448953 -0.01073542993535566 -0.018611173864392337 -0.013793944875671739 0.014441742705969086 -0.010630860448421563 -0.0048406539362931978 -0.0072588138972739524 -0.016933615856500578
leaf_weight=6875 1422 25780 4747 28283 27152 6205 1649 474 19596 3686 4389 20930 70399 53702 5923 7012 22441 34626 11729 80963 28663 17113 4528 35415 29795 636089 34696 34695 37755 29451
leaf_count=6875 1422 25780 4747 28283 27152 6205 1649 474 19596 3686 4389 20930 70399 53702 5923 7012 22441 34626 11729 80963 28663 17113 4528 35415 29795 636089 34696 34695 37755 29451
internal_value=-7.20736e-07 -0.0133843 0.0139327 -0.0166703 -0.00620302 -0.0185856 -0.0118758 0.0143798 -0.008862 -0.00354421 -0.00828115 -0.0137994 -0.0200305 -0.00534288 -0.0100357 -0.0103199 -0.0161446 -0.0125051 -0.00881595 -0.0208376 -0.0178851 -0.00102687 -0.00477528 -0.0168436 -0.0158872 0.0144276 -0.00930577 -0.00557801 -0.00766965 -0.0153547
internal_weight=1.32618e+06 676439 649744 464084 212355 331615 132469 637985 106174 106181 99299 81336 208308 61916 60215 11759 123307 60406 51133 151362 56946 44265 58230 100866 65451 636563 54292 39084 39404 59246
internal_count=1326183 676439 649744 464084 212355 331615 132469 637985 106174 106181 99299 81336 208308 61916 60215 11759 123307 60406 51133 151362 56946 44265 58230 100866 65451 636563 54292 39084 39404 59246
cat_boundaries=0 1 2 3
cat_threshold=546 6340 4224
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=3
split_feature=110 58 71 62 88 101 31 69 89 80 97 136 63 110 31 59 96 109 136 96 30 117 110 89 97 136 97 31 56 68
split_gain=89284 5785.62 2493.97 1556.12 672.641 429.587 311.607 250.78 209.603 202.244 191.391 178.927 124.782 110.376 108.995 102.107 94.011 85.9367 82.4696 80.1365 76.3639 73.1907 67.139 62.9522 62.1832 61.6283 59.4282 57.7588 54.7023 53.4433
threshold=0.99999997019767772 232.2905197143555 1.0000000180025095e-35 0.45168751478195196 -0.47275185585021967 0.46742066740989691 1018.5499877929689 216.15161895751956 -0.71220979094505299 246.53864288330081 -0.80240690708160389 0 0.60004594922065746 -0.42851822078227991 1017.5499877929689 234.20223236083987 -0.74730914831161488 -0.77325367927551258 1 -0.7557832896709441 1018.7500000000001 0.63605400919914257 -0.42851822078227991 -0.66640475392341603 -0.76655799150466908 2 -0.84325143694877613 1019.2500000000001 247.098258972168 215.987663269043
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2
left_child=1 4 7 6 9 12 8 29 13 -1 14 17 23 -3 18 -4 27 -6 -11 28 24 -8 -10 -5 -19 -12 -13 -7 -15 -2
right_child=2 3 15 5 11 16 21 -9 22 10 25 26 -14 19 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016852260583025407 0.013719498835825428 -0.019028806656848512 -0.0026895002236542475 -0.017962024014818164 -0.013020731412058935 -0.01552498892378374 -0.017222756873127524 -0.0068986545012385998 -0.017139843407823076 -0.012532110111967941 -0.0034435321631665588 -0.0068005918077287068 -0.020210775721595922 -0.010074956602361747 -0.013614564621214662 -0.012849076391320397 -0.013595642571167353 -0.0019951911375448773 -0.0076149434054813593 -0.0083830734789884145 -0.0075476494859559127 -0.012163282737610533 -0.0069111928101922267 -0.011982384102272824 0.0014477585319607718 -0.0079137005497376973 -0.0032945578982244914 -0.018247446494492163 -0.013696720590012677 -0.0033664973499965105
leaf_weight=7252 635732 5023 3572 61634 1533 54545 23646 1480 1674 10955 20830 30107 126820 16138 14396 8039 41596 30587 39638 16892 4165 10245 38515 4740 22958 12294 20193 30307 29454 458
leaf_count=7252 635732 5023 3572 61634 1533 54545 23646 1480 1674 10955 20830 30107 126820 16138 14396 8039 41596 30587 39638 16892 4165 10245 38515 4740 22958 12294 20193 30307 29454 458
internal_value=-1.62858e-06 -0.0127185 0.0132412 -0.0158756 -0.00594269 -0.0178085 -0.0115119 0.0136594 -0.0101961 -0.00879489 -0.00819933 -0.00319928 -0.0192915 -0.011898 -0.00977592 -0.00972359 -0.0155428 -0.00133641 -0.00868365 -0.0113248 -0.00102626 -0.0156933 -0.00733725 -0.017535 -0.000518989 -0.00510607 -0.00539202 -0.0164974 -0.0124147 0.0137072
internal_weight=1.32542e+06 676137 649281 461229 214908 319642 141587 637670 107696 105365 98113 109543 193194 67507 64989 11611 126448 59243 50593 62484 57710 33891 40189 66374 53545 33124 50300 84852 45592 636190
internal_count=1325418 676137 649281 461229 214908 319642 141587 637670 107696 105365 98113 109543 193194 67507 64989 11611 126448 59243 50593 62484 57710 33891 40189 66374 53545 33124 50300 84852 45592 636190
cat_boundaries=0 1 2 3
cat_threshold=802 6272 882
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=5
split_feature=108 57 71 61 88 112 29 80 70 29 136 136 80 136 60 109 96 57 88 100 80 136 97 52 31 69 136 66 19 75
split_gain=80592 5184.92 2267.04 1390.33 609.811 380.963 263.539 222.062 196.736 195.102 179.629 152.719 148.438 132.625 115.976 108.353 97.5822 89.7286 86.5589 85.0064 82.9024 69.3771 61.3593 60.154 59.1619 55.2616 54.8413 53.0184 53.6132 50.7509
threshold=0.99999997019767772 231.39985656738284 193.10066223144534 0.44226895272731787 -0.38445313274860377 -0.85260769724845875 1017.2500000000001 246.53864288330081 163.20623779296878 1017.4500122070314 0 1 217.68619537353518 2 0.61989927291870128 -0.42578163743019098 -0.74730914831161488 248.59883880615237 -0.5188036561012267 0.66334620118141185 299.39669799804693 3 -0.81338414549827565 5.2449998855590829 1018.2500000000001 221.33926391601565 4 1.2749999761581423 10.405000209808351 0.55189776420593273
decision_type=2 2 2 2 2 2 2 2 2 2 1 1 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2
left_child=1 4 8 6 7 14 11 -1 25 10 -9 -3 -6 -14 24 -13 27 -4 23 -7 -8 -16 -15 -17 -5 -2 -22 -12 -29 -11
right_child=2 3 17 5 12 19 20 9 -10 29 16 15 13 22 21 18 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.015915140050192619 0.0130330367582915 -0.012243838185018365 -0.0046095163194908402 -0.015334095251071969 -0.013335391285219871 -0.01557331733559913 -0.016449871179880764 -0.011397038649307132 -0.0043503849292759623 -0.0079907678477144292 -0.0029639389995112821 -0.016618906358850435 -9.0400264076454634e-05 -0.0053561301984429155 -0.017942930211330456 -0.0074698015787601803 -0.0026420506566535835 -0.013435378223934567 -0.0041794728730921299 -0.012699544148622769 -0.0059411947015666376 -0.020256404979183469 -0.0018380854747272069 -0.011890756970160399 -0.018360178818376573 -0.005580618979238945 -0.013013021147923626 -0.0057723612910420344 -0.0091829501868122814 -0.0128489949855333
leaf_weight=8356 635742 29899 5367 40654 3175 81569 19663 15192 1634 7732 8635 3344 38023 31611 69171 31599 22139 6214 15581 37592 3224 65948 20388 10171 26799 399 20839 27040 20079 17639
leaf_count=8356 635742 29899 5367 40654 3175 81569 19663 15192 1634 7732 8635 3344 38023 31611 69171 31599 22139 6214 15581 37592 3224 65948 20388 10171 26799 399 20839 27040 20079 17639
internal_value=-1.55905e-06 -0.0120849 0.0125788 -0.0151262 -0.00578064 -0.01691 -0.0108536 -0.00803731 0.0129769 -0.0074816 -0.00642223 -0.0093149 -0.00271002 -0.00233527 -0.0182296 -0.00786876 -0.00544979 -0.0093452 -0.00735993 -0.0146667 -0.0140414 -0.0190749 -0.00397599 -0.0085463 -0.0165364 0.0130214 -0.0120734 -0.00656568 -0.00722573 -0.0113684
internal_weight=1.32542e+06 676062 649356 456053 220009 321733 134320 126812 637775 118456 93085 90594 93197 90022 202572 60695 77893 11581 57351 119161 43726 135119 51999 41770 67453 636141 24063 55754 47119 25371
internal_count=1325418 676062 649356 456053 220009 321733 134320 126812 637775 118456 93085 90594 93197 90022 202572 60695 77893 11581 57351 119161 43726 135119 51999 41770 67453 636141 24063 55754 47119 25371
cat_boundaries=0 1 2 3 4 5
cat_threshold=6272 6336 546 1811 16
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=4
split_feature=110 57 71 63 90 96 60 91 69 56 82 56 63 16 96 19 59 82 16 136 108 136 97 108 136 80 31 31 136 28
split_gain=72744.9 4686.68 2017.11 1161.29 655.558 311.753 299.693 226.629 201.021 191.431 141.255 128.011 108.289 106.588 97.975 97.0868 86.1969 82.8175 73.3654 69.6363 66.7303 66.6329 63.9228 59.2889 57.1794 55.4545 55.4204 51.7454 53.0776 50.0512
threshold=0.99999997019767772 237.43654632568362 1.0000000180025095e-35 0.47000297904014593 -0.51234108209609974 -0.86271545290946949 0.36522278189659124 -0.58765128254890431 216.15161895751956 197.71665954589847 254.2713317871094 222.23664855957034 0.43847019970417028 14.550000190734865 -0.80046039819717396 10.405000209808351 234.20223236083987 217.84654235839847 14.550000190734865 0 0.42664340138435369 1 -0.77187955379486073 -0.54802620410919178 2 249.67568969726565 1016.7500000000001 1018.1499938964845 3 1018.3500061035157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 1 2 2 2 1 2
left_child=1 4 8 6 7 18 15 10 -2 17 -1 -8 26 20 25 24 -4 -6 19 -5 -13 -7 -19 -9 -3 -11 -12 28 -25 -23
right_child=2 3 16 5 9 21 11 23 -10 14 12 13 -14 -15 -16 -17 -18 22 -20 -21 -22 29 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.016612120579282023 0.012370889946566051 -0.004994017589429388 -0.0022380216643963333 -0.018082186019406414 -0.011421690091649294 -0.016829920555763937 -0.0070016922419671446 -0.015261990786156199 -0.0060777336691161679 -0.014461679758182619 -0.0063269497379247613 -0.014492873284970271 -0.011754056023290107 -0.017003325232791997 -0.0025540763919444359 -0.011493656886224092 -0.011572583886584087 -0.0021499640585970086 -0.019252919743214206 -0.015742999239683277 -0.011182619241745477 -0.012515659366939602 0.0013514914798718426 -0.0094198821142643524 -0.0086306296890650697 -0.0061757119336489563 -0.010728169130387762 -0.0096807877864715109 -0.0039965020156065168 -0.014993488002098513
leaf_weight=7821 636190 18943 3572 72783 1897 20067 8434 1588 1480 2130 24581 25712 28849 16910 23454 17367 8039 33703 51419 59942 37325 47300 21255 5237 25560 38835 10088 6163 32964 35810
leaf_count=7821 636190 18943 3572 72783 1897 20067 8434 1588 1480 2130 24581 25712 28849 16910 23454 17367 8039 33703 51419 59942 37325 47300 21255 5237 25560 38835 10088 6163 32964 35810
internal_value=-1.51114e-06 -0.0114802 0.011952 -0.014554 -0.00584248 -0.0164167 -0.010992 -0.00850765 0.0123281 -0.00326485 -0.0102716 -0.0128603 -0.00949087 -0.0134784 -0.0051311 -0.00832305 -0.00870091 -0.00115032 -0.0176495 -0.0170283 -0.0125328 -0.0142164 -0.000795777 -0.00576918 -0.00708574 -0.00660655 -0.00760762 -0.00542939 -0.00474351 -0.0135817
internal_weight=1.32542e+06 676137 649281 437572 238565 287321 150251 117291 637670 121274 71339 88381 63518 79947 64419 61870 11611 56855 184144 132725 63037 103177 54958 45952 44503 40965 34669 44364 38201 83110
internal_count=1325418 676137 649281 437572 238565 287321 150251 117291 637670 121274 71339 88381 63518 79947 64419 61870 11611 56855 184144 132725 63037 103177 54958 45952 44503 40965 34669 44364 38201 83110
cat_boundaries=0 1 2 3 4
cat_threshold=6342 6340 818 6272
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=4
split_feature=68 56 111 60 59 101 89 95 31 80 70 31 80 136 57 59 91 97 31 30 55 97 136 52 80 98 63 136 136 31
split_gain=65666.9 4055.17 2097.26 1234.22 360.81 308.418 292.769 220.243 184.434 173.752 169.009 143.968 129.333 122.704 106.876 99.2961 97.9617 68.8394 68.143 62.3674 62.222 58.3423 58.1957 52.5466 51.4263 49.1755 48.9375 47.6303 45.66 44.8939
threshold=183.01545715332034 227.12889099121097 0.99999997019767772 0.48089146614074713 205.1338806152344 0.46742066740989691 -0.6038340926170348 -0.48347136378288263 1019.6499938964845 242.6496505737305 163.20623779296878 1019.3500061035157 248.22930145263675 0 192.02442932128909 225.44504547119143 -0.86558949947357167 -0.78413182497024525 1018.2500000000001 1018.6499938964845 13.355000019073488 -0.76407036185264576 1 4.6150000095367441 238.37870788574222 -0.80931559205055226 0.39694187045097357 2 3 1018.7500000000001
decision_type=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 2 1 1 2
left_child=2 4 7 6 14 16 8 -1 12 -6 -4 13 -3 21 23 -14 29 -17 20 24 -7 -11 -20 -2 -8 -16 -9 -15 -26 -5
right_child=1 3 10 5 9 18 19 26 -10 11 -12 -13 15 27 25 17 -18 -19 22 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00052362670651836943 -0.0017648258248115192 -0.016408311945193765 0.011753437195809218 -0.016552273191877992 -0.014770019429226162 -0.010788642521867807 -0.014813696141607281 -0.0049722897951447846 -0.015162221145918184 -0.0050393710308149833 -0.0048037734420587307 -0.012261796521861297 -0.0070598876871951757 -0.0097236145705790842 -0.0051895709951294946 -0.011840838427273216 -0.014405936912203971 -0.0083596567007821251 -0.012594234566743776 -0.010759512628551557 -0.013825611096364524 -0.00093741681002890175 -0.016168985521937476 0.0023523376847530779 -0.0035629746848018194 -0.0020360749776496289 -0.012407068543378599 -0.0063552208681005723 -0.0071396675406336027 -0.018317017463461621
leaf_weight=10049 22637 8228 636079 88748 6533 31903 1529 3303 25515 23921 1545 9337 23495 14697 31441 48676 37347 20051 18803 7752 35782 13595 31140 11784 17009 20373 6709 37805 18954 60678
leaf_count=10049 22637 8228 636079 88748 6533 31903 1529 3303 25515 23921 1545 9337 23495 14697 31441 48676 37347 20051 18803 7752 35782 13595 31140 11784 17009 20373 6709 37805 18954 60678
internal_value=-1.46512e-06 -0.0110467 0.0112125 -0.0135232 -0.004916 -0.0154334 -0.0101269 -0.00470568 -0.0113661 -0.00687141 0.0117133 -0.00635204 -0.0104018 -0.00573906 -0.00251495 -0.00986593 -0.0166964 -0.0108252 -0.0134279 -0.00667697 -0.0123942 -0.00355196 -0.0148289 -0.000355318 -0.00583285 -0.00394963 -0.0099543 -0.00729981 -0.00545102 -0.0172689
internal_weight=1.32542e+06 667733 657685 475610 192123 304401 171209 20061 125965 105888 637624 99355 100450 90018 86235 92222 186773 68727 117628 45244 67685 37516 49943 34421 37492 51814 10012 52502 35963 149426
internal_count=1325418 667733 657685 475610 192123 304401 171209 20061 125965 105888 637624 99355 100450 90018 86235 92222 186773 68727 117628 45244 67685 37516 49943 34421 37492 51814 10012 52502 35963 149426
cat_boundaries=0 1 2 3 4
cat_threshold=802 1328 6272 818
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=5
split_feature=110 58 75 62 88 116 30 96 69 88 136 63 80 108 31 80 31 57 136 88 97 109 136 136 136 52 31 29 57 82
split_gain=59271.7 4020.55 1628.9 1072.1 465.198 322.28 214.283 186.953 166.34 148.758 111.105 98.3733 97.778 97.5689 89.1464 86.1507 78.317 71.32 70.1369 69.0866 66.5475 80.7985 63.2848 61.6863 59.9946 55.1366 53.0196 51.5955 51.4557 48.7223
threshold=0.99999997019767772 232.2905197143555 1.0000000180025095e-35 0.43668767809867864 -0.36129307746887201 0.52247866988182079 1019.1499938964845 -0.83952984213829029 216.15161895751956 -0.6182899773120879 0 0.60004594922065746 249.67568969726565 -0.76859757304191578 1017.5499877929689 244.67799377441409 1019.3500061035157 246.97032165527347 1 -0.66495403647422779 -0.72811153531074513 -0.42578163743019098 2 3 4 7.9749999046325692 1018.2500000000001 1019.0499877929689 187.5053405761719 238.83931732177737
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 1 1 2 2 2 2 2
left_child=1 4 8 6 7 11 9 12 -2 15 -6 27 -1 -9 24 -3 20 -4 -17 26 21 -12 -15 -13 -14 -20 -7 29 -23 -5
right_child=2 3 17 5 10 19 -8 13 -10 -11 16 23 14 22 -16 18 -18 -19 25 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014499838951704253 0.011165396250855084 -0.015631613397538047 -0.0034746916602514995 -0.016778874868903022 -0.0053996919495809233 -0.011953407921537644 -0.013253609385669241 -0.015753791668376708 -0.005616558498547199 -0.005424114437952203 -0.013348916029996322 -0.017501715002672252 -0.010126410785632513 -0.0020475423089641991 -0.01112088487567954 -0.011218193752453205 -0.0087330869189728485 -0.011345246573809899 -0.0070202136206603625 -0.0096889171627590077 0.0014807806397025541 0.0010316584764641554 -0.0056800270991266503 -0.015378994401596405 -0.0059669253913021457 -0.011900533047213448 -0.014378860100941271 -0.016129061660951891 -0.0026544922343354157 -0.012611084903390912
leaf_weight=5746 636190 5235 5273 8381 18455 56069 25815 1789 1480 33585 1470 69398 10843 24066 15101 22896 3162 6338 36783 19968 23283 14199 23966 72329 44418 6868 37669 23297 28410 42936
leaf_count=5746 636190 5235 5273 8381 18455 56069 25815 1789 1480 33585 1470 69398 10843 24066 15101 22896 3162 6338 36783 19968 23283 14199 23966 72329 44418 6868 37669 23297 28410 42936
internal_value=-1.41288e-06 -0.0103628 0.0107885 -0.0129946 -0.00471434 -0.0145144 -0.00917095 -0.00666977 0.0111264 -0.0081707 -0.00194687 -0.0156471 -0.00822848 -0.00428864 -0.00771634 -0.00945575 -0.00104241 -0.00777093 -0.00896992 -0.0123593 -0.000681564 -0.00182374 -0.00386161 -0.0164207 -0.00678599 -0.00778629 -0.0129281 -0.0141777 -0.00142612 -0.0132918
internal_weight=1.32542e+06 676137 649281 461229 214908 330047 131182 125929 637670 105367 88979 216341 76108 49821 70362 71782 70524 11611 66547 113706 67362 44079 48032 141727 55261 43651 93738 74614 42609 51317
internal_count=1325418 676137 649281 461229 214908 330047 131182 125929 637670 105367 88979 216341 76108 49821 70362 71782 70524 11611 66547 113706 67362 44079 48032 141727 55261 43651 93738 74614 42609 51317
cat_boundaries=0 1 2 3 4 5
cat_threshold=6352 6336 802 6372 6272
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=5
split_feature=68 59 111 63 88 68 80 88 80 69 28 28 136 57 136 52 83 136 99 95 97 92 80 75 80 52 136 136 70 81
split_gain=53481.1 3353.41 1771.62 975.263 508.899 275.316 216.424 195.024 155.698 144.648 129.525 122.537 122.332 112.521 77.0489 70.6711 67.217 65.1674 63.3711 62.9114 59.7033 56.9224 53.4599 50.1249 49.3636 49.3031 45.1142 43.3929 39.4444 37.2269
threshold=187.91139221191409 233.33306884765628 0.99999997019767772 0.44282810389995581 -0.5188036561012267 295.56007385253912 177.02518463134768 -0.54487821459770192 250.92884826660159 162.53690338134768 1016.6499938964845 1017.7500000000001 0 192.02442932128909 1 7.0250000953674325 245.23768615722659 2 -0.87472671270370472 -0.65194708108901966 -0.80677214264869679 0.037647413089871413 304.79989624023443 0.66616731882095348 236.05998229980472 7.3550000190734872 3 4 163.20623779296878 246.31410217285159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2
left_child=2 4 6 7 8 15 19 10 -2 28 16 12 -10 24 -7 23 -3 -18 29 -1 -14 -16 -12 -5 -6 -19 -17 -26 -4 -15
right_child=1 3 9 5 13 14 -8 -9 11 -11 22 -13 20 18 21 26 17 25 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.002158574999642966 -0.013596640929338996 -0.014743647900159191 0.010617738304945395 -0.0113996979406292 -0.0093547428618024724 -0.010916679737007863 0.0020245071330018904 -0.0053915308731150909 -0.0098467044106170694 -0.0048767129162919087 -0.013718913908556372 -0.010122331323366193 -0.0061014224156199686 -0.013394027431549139 -0.010471279992944322 -0.013993728672726939 -0.010759434404454451 -0.0060231391350697898 -0.0022382287083095279 -0.0099874517280159822 -0.0029940041847232373 -0.013943283542711769 -0.010013075368080424 -0.014700097428801521 0.001774222952386148 -0.010479933042789396 -0.016494885518602068 -0.0015754470695596762 -0.003375544666685903 -0.004960251930180677
leaf_weight=3516 8987 3923 635670 15122 1472 59408 9598 31452 15407 1512 22570 21087 39569 1367 14410 23658 15180 31798 34881 9498 25367 65299 17109 48088 17973 7710 92494 20901 504 30542
leaf_count=3516 8987 3923 635670 15122 1472 59408 9598 31452 15407 1512 22570 21087 39569 1367 14410 23658 15180 31798 34881 9498 25367 65299 17109 48088 17973 7710 92494 20901 504 30542
internal_value=-5.29797e-07 -0.0100004 0.0100822 -0.0124726 -0.0049069 -0.0139612 -0.00367146 -0.00881845 -0.00728896 0.0105699 -0.00991504 -0.00673008 -0.00583975 -0.00245189 -0.012292 -0.0152559 -0.00842161 -0.00796811 -0.00371129 -0.00787232 -0.00488677 -0.0133139 -0.012121 -0.0139105 -0.000367038 -0.00689114 -0.0159881 -2.67099e-05 0.0106067 -0.00532156
internal_weight=1.32607e+06 665774 660298 448221 217553 318479 22612 129742 110417 637686 98290 101430 80343 107136 139117 179362 58611 54688 66790 13014 64936 79709 39679 63210 40346 39508 116152 38874 636174 31909
internal_count=1326072 665774 660298 448221 217553 318479 22612 129742 110417 637686 98290 101430 80343 107136 139117 179362 58611 54688 66790 13014 64936 79709 39679 63210 40346 39508 116152 38874 636174 31909
cat_boundaries=0 1 2 3 4 5
cat_threshold=6272 1330 6272 1296 546
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=70 58 111 62 89 100 106 81 19 89 96 110 31 16 59 75 88 30 75 88 102 30 29 28 55 96 109 88 91 88
split_gain=48275.7 2941.21 1749.94 772.504 427.559 271.776 229.037 194.467 160.82 144.842 138.077 116.158 91.1266 88.1891 84.8332 77.2655 74.7467 65.8364 60.2021 55.2528 54.2755 53.8195 53.7213 52.671 48.7042 44.5952 44.3696 42.6229 42.3088 40.7277
threshold=196.42514801025393 239.26573181152347 0.99999997019767772 0.42379043996334081 -0.38322602212429041 0.53931263089180004 -0.12203246355056761 246.31410217285159 10.405000209808351 -0.020112869329750534 -0.82759934663772572 -0.48601689934730524 1019.0499877929689 14.550000190734865 191.19412231445315 0.69808885455131542 -0.5188036561012267 1016.7500000000001 0.54829001426696788 -0.65875622630119313 0.33702301979064947 1015.2500000000001 1020.9500122070314 1019.0499877929689 13.355000019073488 -0.8732844591140746 -0.37679490447044367 -0.48239289224147791 -0.61951065063476551 -0.095306232571601854
decision_type=2 2 2 2 2 2 2 2 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 8 7 13 -1 -2 16 -4 12 -6 18 15 -13 -5 22 25 -9 -8 -17 -10 26 24 -7 -16 -3 -12 -20 -11
right_child=1 3 9 5 11 23 19 10 21 29 27 14 -14 -15 17 20 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016245634522515922 -0.013740231565780803 -0.014407020703938362 -0.0052632432084589488 -0.011548864729444087 -0.011391743153699835 -0.0087984372451649379 -0.010233329791477584 -0.0045693599885557176 -0.0084079296245180134 -0.0038994389315320233 -0.0052633376498668781 0.0002139480966473552 -0.011805538534526162 -0.015703540564855241 -0.0037884464858005912 -0.014984969577926534 -0.0042237968756640137 -0.0062363818724484668 -0.0091670692272480727 -0.0037560773339137699 -0.012897455006620352 -0.012273605542257079 -0.012912306204475414 -0.01251947086209669 -0.01154900866696737 -0.00055357436717493817 -0.0069944847971893827 -0.0021376587938898538 -0.0061636138422553888 0.010085932474880949
leaf_weight=14183 9124 2118 1543 38696 3329 33134 7743 21303 14156 521 26214 31122 10367 62929 20590 73427 19479 12534 25246 5728 54064 24739 4786 36130 31294 22078 43100 18678 21894 635823
leaf_count=14183 9124 2118 1543 38696 3329 33134 7743 21303 14156 521 26214 31122 10367 62929 20590 73427 19479 12534 25246 5728 54064 24739 4786 36130 31294 22078 43100 18678 21894 635823
internal_value=-5.26511e-07 -0.00957669 0.00950355 -0.0119545 -0.00489498 -0.0131583 -0.00281009 -0.00669578 -0.00829236 0.0100374 -0.00617619 -0.002227 -0.00743696 -0.0141094 -0.00187357 -0.0135058 -0.00685132 -0.00305048 -0.00677526 -0.00747914 -0.0140997 -0.0108667 -0.00787486 -0.0109914 -0.0101344 -0.0021146 -0.00734169 -0.00396285 -0.00777213 0.0100745
internal_weight=1.32607e+06 660531 665541 438052 222479 329674 27654 132826 108378 637887 123702 89653 78810 229116 86324 166187 69483 55202 68443 13471 127491 38895 50004 100558 64428 42668 45218 44892 47140 636344
internal_count=1326072 660531 665541 438052 222479 329674 27654 132826 108378 637887 123702 89653 78810 229116 86324 166187 69483 55202 68443 13471 127491 38895 50004 100558 64428 42668 45218 44892 47140 636344
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=3
split_feature=69 57 111 61 112 59 81 19 81 84 96 16 31 136 119 90 75 56 136 29 135 95 53 31 108 88 52 136 28 28
split_gain=43596.2 2795.09 1412.75 900.781 281.723 250.995 187.554 163.529 147.284 129.292 112.311 91.4968 89.1201 88.4145 85.3528 84.6288 79.8114 79.7065 57.5327 54.7126 60.9174 47.5838 47.366 45.7415 44.611 42.559 39.4639 39.4197 39.3329 39.0695
threshold=188.14304351806643 225.51078033447268 0.99999997019767772 0.41311211884021765 -0.87878364324569691 202.80680084228518 177.09008789062503 10.405000209808351 244.60463714599612 0.59898903965950023 -0.76668590307235707 14.550000190734865 1017.6499938964845 0 -0.66259482502937306 -0.67941421270370472 0.66841304302215587 192.20855712890628 1 1015.4500122070314 1014.8500061035157 -0.71473535895347584 13.84500026702881 1020.9500122070314 -0.54802620410919178 -0.33918431401252741 5.3250000476837167 2 1019.2500000000001 1016.5499877929689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2
left_child=2 5 6 7 11 17 21 13 -7 -4 12 16 25 -3 -9 18 29 26 -6 20 22 -1 -20 24 -15 -10 -2 -18 -19 -5
right_child=1 3 9 4 15 8 -8 14 10 -11 -12 -13 -14 23 -16 -17 27 28 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017578299916822509 -0.00084179001902824971 -0.0076707536805962935 0.0095728847262514412 -0.0086857812009577887 -0.01315250442765967 -0.01273423932976735 0.0021081185902909493 -0.0048893386949372952 -0.0060178114989900286 -0.0045184458210939075 -0.0022610470129972317 -0.015286856845463699 -0.0095686167669566634 -0.013976222103221048 -0.010733208649206042 -0.0082915319829999848 -0.014468034035104991 -0.0026127782717717575 -0.0065585799343704969 -0.011612706815624993 -0.013734241892517219 -0.0088168293527553631 -0.010472348894497161 -0.010299269349484991 -0.0035281404693347515 -0.0030594655997179779 0.0030737164175020609 -0.012573500445662618 -0.0084730446507615357 -0.012386414078125883
leaf_weight=3153 23472 39209 636166 14282 31737 6429 9623 7491 39676 1632 28296 55831 13949 1052 37662 28792 55057 43704 17481 60516 6144 9831 13860 2953 35431 17528 8866 58938 3064 14247
leaf_count=3153 23472 39209 636166 14282 31737 6429 9623 7491 39676 1632 28296 55831 13949 1052 37662 28792 55057 43704 17481 60516 6144 9831 13860 2953 35431 17528 8866 58938 3064 14247
internal_value=-5.00366e-07 -0.00903049 0.00910144 -0.0110404 -0.0123152 -0.00380771 -0.00318195 -0.0073654 -0.00539969 0.00953683 -0.00492554 -0.0135711 -0.00598515 -0.00598845 -0.0097637 -0.0107438 -0.012899 -0.00167695 -0.011288 -0.0106818 -0.00918182 -0.00710264 -0.00828937 -0.00431279 -0.00382941 -0.00511134 0.000231711 -0.0134909 -0.00299671 -0.0105338
internal_weight=1.32607e+06 665667 660405 480683 356885 184984 22607 123798 105878 637798 99449 198355 71153 78645 45153 158530 142524 79106 129738 98001 37485 12984 31341 39436 36483 57204 32338 113995 46768 28529
internal_count=1326072 665667 660405 480683 356885 184984 22607 123798 105878 637798 99449 198355 71153 78645 45153 158530 142524 79106 129738 98001 37485 12984 31341 39436 36483 57204 32338 113995 46768 28529
cat_boundaries=0 1 2 3
cat_threshold=6337 6340 6336
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=5
split_feature=70 59 111 62 88 118 106 19 82 57 31 110 136 136 136 136 31 88 31 111 136 113 75 31 52 56 31 60 16 90
split_gain=39364.1 2456.11 1402.47 647.436 374.335 210.817 191.977 178.874 122.112 116.681 98.5051 93.8818 92.4491 92.2607 90.9586 65.6576 57.2827 54.8811 51.2972 48.1385 47.2414 46.2311 45.6102 44.9685 41.1494 41.0431 38.3948 37.0878 35.7627 35.262
threshold=196.42514801025393 233.33306884765628 0.99999997019767772 0.45859831571578985 -0.50050634145736683 0.49240480363368994 -0.12203246355056761 10.405000209808351 249.6198654174805 196.78338623046878 1016.6499938964845 -0.48601689934730524 0 1 2 3 1015.8500061035157 -0.65875622630119313 1017.8500061035157 -0.23169720917940137 4 -0.81408452987670887 0.54095977544784557 1019.2500000000001 17.835000038146976 251.92089843750003 1017.8500061035157 0.37516818940639501 14.550000190734865 -0.29734760522842402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=2 4 6 7 8 15 -1 14 -2 -4 13 -6 18 -10 22 24 -9 23 -13 -16 -8 -12 -3 28 -5 -21 -17 -15 -7 -14
right_child=1 3 9 5 11 17 20 16 10 -11 21 12 29 27 19 26 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016181437886085845 -0.01188295378350563 -0.0053458857843744316 0.0090911717898744197 -0.010656619870040778 -0.010422732687063296 -0.0094807598884852351 -0.0046879238662411553 -0.0082246701679801384 -0.008412845217249108 -0.0054007270021042787 -0.010158305337220971 0.00020804629341004217 -0.004503266708029109 -0.002314932480591322 -0.0124414444881087 -0.012914485881849919 -0.011474891627573319 -0.0078101134974404495 -0.0044884266150537972 -0.0028478185933069815 -0.011076324489139974 -0.0062495953817830064 -0.0090536240926997798 -0.012313464654350924 -0.013079256932877859 -0.0060623700716059339 -0.014703935329011925 -0.0049261524175238146 -0.012473666304160001 -0.0017204460337244196
leaf_weight=14183 8923 11118 636495 35795 3271 52039 9218 22888 13767 1392 14799 46455 29037 23255 1985 61414 33249 17807 6646 19764 4253 15476 32659 33503 34346 19956 58558 32747 12350 18724
leaf_count=14183 8923 11118 636495 35795 3271 52039 9218 22888 13767 1392 14799 46455 29037 23255 1985 61414 33249 17807 6646 19764 4253 15476 32659 33503 34346 19956 58558 32747 12350 18724
internal_value=-4.93248e-07 -0.00864773 0.00858165 -0.0107519 -0.0042298 -0.0120462 -0.0024419 -0.00795694 -0.00627839 0.00905955 -0.00577851 -0.00208611 -0.00181575 -0.004745 -0.00651692 -0.0130703 -0.0101497 -0.0103634 -0.000379682 -0.00484145 -0.00671654 -0.00816025 -0.00811012 -0.0108278 -0.0118412 -0.00446286 -0.0137868 -0.00384115 -0.0100548 -0.00341159
internal_weight=1.32607e+06 660531 665541 447431 213100 305812 27654 141619 108967 637887 100044 104133 100862 69769 85482 190113 56137 115699 53101 41705 13471 30275 43777 97892 70141 39720 119972 56002 64389 47761
internal_count=1326072 660531 665541 447431 213100 305812 27654 141619 108967 637887 100044 104133 100862 69769 85482 190113 56137 115699 53101 41705 13471 30275 43777 97892 70141 39720 119972 56002 64389 47761
cat_boundaries=0 1 2 3 4 5
cat_threshold=802 6272 6337 1840 1850
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=5
split_feature=68 56 111 60 90 117 80 82 19 29 136 58 109 136 17 63 90 136 136 31 66 115 136 28 80 28 30 96 133 89
split_gain=35551.5 2265.89 1197.12 617.479 316.726 235.851 178.465 156.762 124.357 123.304 119.37 100.888 84.6253 83.7119 74.6873 75.4001 54.8924 54.2769 54.2297 51.7194 47.4788 46.9699 45.0966 43.5924 47.2421 42.7446 41.3852 40.4678 39.5797 33.3408
threshold=192.54183197021487 239.3102951049805 0.99999997019767772 0.39749136567115789 -0.39450715482234949 0.53727915883064281 206.1313400268555 252.16136169433597 9.5450000762939471 1016.4500122070314 0 192.05262756347659 -0.4841345995664596 1 15.405000209808351 0.63070756196975719 -0.71699470281600941 2 3 1016.3500061035157 1.1549999713897707 -0.78257837891578663 4 1016.4500122070314 250.92884826660159 1019.7500000000001 1015.1499938964845 -0.85759001970291127 1014.6499938964845 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 1 2 2 2 1 2 2 2 2 2 2 2
left_child=2 4 6 8 7 14 16 -2 17 10 -9 -4 -6 25 15 23 -1 -3 -7 -10 -12 -11 -17 24 -5 29 28 -22 -20 -14
right_child=1 3 11 5 12 18 -8 9 19 21 20 -13 13 -15 -16 22 -18 -19 26 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0094584251266649419 -0.011621001570642789 -0.0028919321617546494 0.0086389943887935743 -0.012719524734717526 -0.0095555081952457526 -0.0078766983685922623 0.0020024605995263025 -0.0080926253240344095 -0.0067756807524537235 -0.0092794191496603645 0.00012313677294597646 -0.0047598596975975934 -0.00048432925329535835 -0.0031906396191032967 -0.014185539426096815 -0.011241256543011394 -0.0030715007703905955 -0.006300870499128107 -0.0080831354285833389 -0.010225593463457963 -0.0049639824880545616 -0.0057119230732988512 -0.013390488485922942 -0.011750402775139042 -0.0085778654422749775 -0.0070990704930796317 -0.011108101731471275 -0.0023835962222736855 -0.014088246528703708 0.0028568518197163318
leaf_weight=7041 10203 20079 636322 8768 3428 39252 11858 15542 20894 19401 9089 1408 35558 41328 38214 38911 6442 28109 26266 22630 32311 17593 70655 42837 32065 2089 46582 28682 3064 9451
leaf_count=7041 10203 20079 636322 8768 3428 39252 11858 15542 20894 19401 9089 1408 35558 41328 38214 38911 6442 28109 26266 22630 32311 17593 70655 42837 32065 2089 46582 28682 3064 9451
internal_value=-4.77623e-07 -0.00818773 0.00818591 -0.0102805 -0.00410498 -0.0112458 -0.00247181 -0.00566615 -0.00663214 -0.00517065 -0.00412846 0.00860941 -0.00184753 -0.00154871 -0.0121658 -0.0117664 -0.00640684 -0.00488234 -0.00939678 -0.00856944 -0.00324771 -0.00758285 -0.0126295 -0.0106361 -0.0094672 -0.000107235 -0.0101804 -0.00375055 -0.00871047 0.000217253
internal_weight=1.32607e+06 663001 663071 438326 224675 346614 25341 132821 91712 122618 85624 637730 91854 88426 231450 193236 13483 48188 115164 43524 70082 36994 109566 83670 40833 47098 75912 60993 29330 45009
internal_count=1326072 663001 663071 438326 224675 346614 25341 132821 91712 122618 85624 637730 91854 88426 231450 193236 13483 48188 115164 43524 70082 36994 109566 83670 40833 47098 75912 60993 29330 45009
cat_boundaries=0 1 2 3 4 5
cat_threshold=6272 802 818 274 1808
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=5
split_feature=69 89 111 61 59 81 59 112 30 30 80 81 81 88 136 136 17 59 136 136 63 81 95 17 52 19 29 65 136 28
split_gain=32126.1 2023.01 1119.78 681.434 195.926 176.558 176.382 160.687 103.966 95.1567 94.8549 76.7588 68.8573 65.536 59.8929 54.8199 54.5006 53.9913 46.956 46.6308 46.2264 44.667 40.9462 39.9994 37.0997 36.6784 31.6345 30.7707 29.0314 28.8306
threshold=196.31769561767581 -0.63400718569755543 0.99999997019767772 0.46700477600097662 206.61027526855472 202.30510711669925 228.91800689697268 -0.90255093574523915 1016.7500000000001 1017.9500122070314 1.0000000180025095e-35 230.95707702636722 246.31410217285159 -0.21044246107339856 0 1 15.405000209808351 243.01127624511722 2 3 0.66727900505065929 307.13053894042974 -0.71473535895347584 14.550000190734865 4.8150000572204599 10.405000209808351 1019.6499938964845 1.3450000286102297 4 1018.7500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 1 1 2 2 2 2 2 2 2 2 1 2
left_child=2 3 5 6 13 22 19 16 12 11 -4 -6 -8 26 27 -14 20 -9 -19 -2 -5 -10 -1 29 -15 -17 -3 -13 -11 -20
right_child=1 4 10 7 9 -7 8 17 21 28 -12 14 15 24 -16 25 -18 18 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014577452265384519 -0.0030184645774107852 -0.0024002766439501573 0.008208449450419179 -0.010573393594457289 -0.011645917817661082 0.0018151747810273449 -0.012296405800789128 -0.0074084273702228727 -0.011199217483392074 -0.005512295480540841 -0.0035220700366187015 0.00087813301330776018 -0.008735764129185938 -0.00096665763670097005 -0.004981205689283192 -0.0042356001085290581 -0.014071907965155421 -0.011864229869284556 -0.0082083095843559547 -0.0059698501870558175 -0.012432196767842296 -0.0079404568497439404 -0.0077686667952258648 -0.011260301757134291 0.0026595989113765584 -0.0072278794013592457 -0.0078322768283898957 -0.0029081663933499102 -0.0092824763535064112 -0.010269220479900289
leaf_weight=3446 25252 47381 635838 60659 3191 14181 5271 21391 27369 8618 1728 6687 17129 22616 42469 26634 26659 30062 45196 28671 74560 17076 10113 26258 10250 16639 2841 27162 13023 27172
leaf_count=3446 25252 47381 635838 60659 3191 14181 5271 21391 27369 8618 1728 6687 17129 22616 42469 26634 26659 30062 45196 28671 74560 17076 10113 26258 10250 16639 2841 27162 13023 27172
internal_value=-5.49166e-06 -0.00781931 0.00774878 -0.0095412 -0.00337062 -0.00208533 -0.00693234 -0.0109131 -0.00807965 -0.00484841 0.00817666 -0.00404833 -0.00681577 -0.00157159 -0.00373066 -0.0063375 -0.0120057 -0.00973451 -0.0101212 -0.00458939 -0.0115983 -0.00994718 -0.00616476 -0.00958769 0.000164272 -0.00538492 -0.00270756 -0.00215953 -0.00778793 -0.00898212
internal_weight=1.32554e+06 660236 665306 475998 184238 27740 164041 311957 110118 101150 637566 79509 65673 83088 76318 60402 161878 150079 128688 53923 135219 44445 13559 98626 32866 43273 50222 33849 21641 72368
internal_count=1325542 660236 665306 475998 184238 27740 164041 311957 110118 101150 637566 79509 65673 83088 76318 60402 161878 150079 128688 53923 135219 44445 13559 98626 32866 43273 50222 33849 21641 72368
cat_boundaries=0 1 2 3 4 5
cat_threshold=806 6272 6340 818 146
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=4
split_feature=69 58 110 63 57 98 81 16 81 30 68 136 81 136 31 115 88 136 99 62 75 28 59 110 112 31 81 16 53 136
split_gain=28993.9 1851.17 1011.89 542.359 225.465 173.496 165.355 140.342 114.732 107.919 89.1733 85.2409 78.0751 75.2088 56.0056 54.4796 52.8736 52.242 49.8216 47.6521 40.1536 40.0586 39.9783 38.5292 38.2801 37.7937 40.5589 36.7023 35.483 36.1778
threshold=196.31769561767581 229.69983673095706 0.99999997019767772 0.44282810389995581 199.77283477783206 -0.89948225021362294 202.30510711669925 10.405000209808351 246.31410217285159 1017.4500122070314 207.01011657714847 0 233.6397399902344 1 1019.3500061035157 -0.8338540494441985 -0.70392942428588856 2 -0.76606804132461537 0.33961082994937902 0.48550879955291754 1018.8500061035157 183.52502441406253 -0.29354542493820185 -0.71322327852249134 1018.6499938964845 289.52893066406256 14.550000190734865 24.314999580383304 3
decision_type=2 2 2 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 1
left_child=2 4 6 7 12 17 -1 13 -6 11 -4 -10 -2 23 24 -14 21 -5 -13 -15 -11 28 -17 -3 27 26 -19 -9 29 -7
right_child=1 3 10 5 8 16 -8 14 9 20 -12 18 15 19 -16 22 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0060710949577064723 -0.0097926584803923657 -0.01060754633705146 0.0077959496741294545 -0.0097594788520907472 -0.010577324689926107 -0.010948169007484628 0.0017019368666360798 -0.0072684850998639174 -0.0069887850245506575 -0.0034037595928619159 -0.0037080351425905996 -0.003749424816265284 -0.003180648045968975 -0.0047601567394457769 -0.010977519907017454 0.0022433201309987128 -0.0070316103657610141 -0.011979844087485633 -0.0010802037541554081 -0.0078701039004805181 -0.0082066530644388288 -0.010715205931225734 -0.00090361538849277395 -0.0031017311906441467 -0.0049374523188974615 -0.012864026079892635 -0.0095953529915373745 -0.010919720468943975 -0.010427322499212325 -0.0073911826244675224
leaf_weight=13216 2562 1806 636215 38483 7791 8826 14186 22088 15045 5536 1689 53986 19183 21380 16490 13802 26534 52325 25854 29058 20342 42991 37548 32083 10575 55939 27054 9998 22560 40397
leaf_count=13216 2562 1806 636215 38483 7791 8826 14186 22088 15045 5536 1689 53986 19183 21380 16490 13802 26534 52325 25854 29058 20342 42991 37548 32083 10575 55939 27054 9998 22560 40397
internal_value=-5.2358e-06 -0.00742838 0.00736134 -0.009184 -0.00343578 -0.0103443 -0.002047 -0.00663576 -0.00469648 -0.00431708 0.00776549 -0.00353649 -0.00121855 -0.00532607 -0.00850289 -0.000907108 -0.00904314 -0.0114022 -0.00288471 -0.00655054 -0.00717919 -0.00950818 -5.77731e-05 -0.0035007 -0.00754636 -0.0118677 -0.0111672 -0.00840621 -0.00878528 -0.0080327
internal_weight=1.32554e+06 660236 665306 458587 201649 315109 27402 143478 128554 120763 637904 94885 73095 84327 59151 70533 141308 173801 79840 50438 25878 114774 51350 33889 42661 135318 79379 32086 71783 49223
internal_count=1325542 660236 665306 458587 201649 315109 27402 143478 128554 120763 637904 94885 73095 84327 59151 70533 141308 173801 79840 50438 25878 114774 51350 33889 42661 135318 79379 32086 71783 49223
cat_boundaries=0 1 2 3 4
cat_threshold=6272 818 1328 6272
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=4
split_feature=68 56 111 60 90 100 80 82 29 19 136 58 80 136 57 75 136 136 67 29 30 52 133 96 75 55 115 52 17 52
split_gain=26181.5 1690.95 914.691 445.076 257.13 193.072 149.295 147.908 116.035 104.07 102.794 74.3235 72.1075 71.7729 53.26 51.323 48.7809 48.5219 48.2021 44.6998 44.313 41.8589 40.3067 38.9058 38.3032 34.3814 32.6317 31.2528 29.6587 29.2107
threshold=196.44155120849612 241.98667907714847 0.99999997019767772 0.39558090269565588 -0.34192816913127894 0.39696644246578222 206.1313400268555 252.16136169433597 1017.2500000000001 10.405000209808351 0 216.49550628662112 224.39701080322268 1 187.5053405761719 0.63563320040702831 2 3 1.5649999976158144 1019.3500061035157 1014.4500122070314 2.5349999666213994 1016.1499938964845 -0.84147304296493519 0.52614739537239086 8.9949998855590838 -0.60873827338218678 4.0650000572204599 14.550000190734865 11.404999732971193
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 9 7 15 17 -2 10 16 -9 -4 -6 29 21 27 -3 -1 -12 25 22 -14 -20 -16 -10 -15 -11 -5 -17 -7
right_child=1 3 11 5 12 13 -8 8 24 26 18 -13 14 19 23 28 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0099144868315147374 -0.010273564831845557 -0.0026555236746163453 0.0074056009447537614 -0.00716851280771587 -0.0098187362099019723 -0.0059565783547764831 0.0017350590717833303 -0.0069811936366447301 -0.0039838341533711095 -0.008752336518414899 -0.00059265143531973287 -0.0050392765382533556 -0.0015495992424875028 -0.0073282751842949669 -0.0031661046024132294 -0.010849495923365711 -0.0056652102172385071 -0.003530408108973402 -0.0021363753431276537 -0.010916775457879124 -0.005080897795942653 0.0024506388059515245 -0.0096343585365140164 -0.00041681039927499923 -0.0080620108117835793 -0.009664089595454152 -0.0044383160482679386 -0.010236444434543003 -0.012464168382746723 -0.0080620038039547811
leaf_weight=4386 11560 23158 636280 12347 2440 26162 14182 18440 7623 25887 18330 1202 11482 28343 30654 99479 32376 9354 40209 31986 26495 15193 1876 22178 23529 35468 5277 25333 39825 44488
leaf_count=4386 11560 23158 636280 12347 2440 26162 14182 18440 7623 25887 18330 1202 11482 28343 30654 99479 32376 9354 40209 31986 26495 15193 1876 22178 23529 35468 5277 25333 39825 44488
internal_value=-4.98713e-06 -0.00705997 0.00699416 -0.00891048 -0.00359942 -0.00971859 -0.00186363 -0.00484312 -0.00438323 -0.00570935 -0.00359051 0.00738214 -0.00135228 -0.00849612 -0.00109245 -0.0108683 -0.00441165 -0.00557808 -0.00286996 -0.00939029 -0.00347906 0.000728774 -0.00247061 -0.002012 -0.00706407 -0.00862659 -0.00802184 -0.00923114 -0.0113111 -0.00728133
internal_weight=1.32554e+06 660138 665404 430129 230009 343431 27922 148062 136502 86698 105350 637482 81947 166447 79507 176984 55534 13740 86910 95797 68580 26675 42085 52832 31152 63811 31164 37680 139304 70650
internal_count=1325542 660138 665404 430129 230009 343431 27922 148062 136502 86698 105350 637482 81947 166447 79507 176984 55534 13740 86910 95797 68580 26675 42085 52832 31152 63811 31164 37680 139304 70650
cat_boundaries=0 1 2 3 4
cat_threshold=6272 1330 818 6341
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=3
split_feature=69 89 100 61 59 31 81 99 31 81 136 58 81 81 136 67 31 56 81 56 28 136 55 59 132 52 91 17 67 81
split_gain=23639.9 1540.24 815.18 511.652 154.77 144.992 136.866 130.475 91.714 84.7627 76.9115 75.7462 71.1205 65.0656 54.866 49.4825 47.3895 46.5705 46.2266 46.1747 44.0204 43.2479 44.5285 37.5001 35.1807 31.5232 31.395 29.8355 29.4357 29.0711
threshold=196.31769561767581 -0.63400718569755543 0.99999994039535534 0.46700477600097662 199.88449859619143 1016.7500000000001 217.36920928955081 -0.88753658533096302 1017.8500061035157 246.31410217285159 0 197.57405853271487 297.99920654296881 230.95707702636722 1 1.8650000095367434 1019.4500122070314 249.48007965087893 233.6397399902344 190.55718994140628 1018.9500122070314 2 19.545000076293949 242.14613342285159 1016.3500061035157 4.8150000572204599 -0.70518743991851796 15.405000209808351 1.5649999976158144 253.10197448730472
decision_type=2 2 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
left_child=2 3 6 5 18 9 26 16 13 -2 -11 -4 -7 -6 28 -14 23 -12 -3 25 21 -9 24 -5 29 -20 -1 -25 -15 -23
right_child=1 4 11 7 8 12 -8 20 -10 10 17 -13 15 14 -16 -17 -18 -19 19 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0076793752642082443 -0.01010256142099401 -0.0084119091650727094 0.0070360112881414291 -0.0074508707763466303 -0.010004619298580876 -0.0098406839987502728 0.0016193947679856036 -0.010071056968247576 -0.0066797186677763397 -0.0064373361648000123 -0.0021823420901826494 -0.0038600896920142009 -0.0024331655929415944 0.00084570445296765012 -0.0040992049770595994 -0.0072991206110399999 -0.011354779441312243 -0.0048767382176182232 -0.00023368857823388204 -0.0017603007615854219 -0.0094224983154592018 -0.009999304277078 -0.0085665648372358644 -0.0096569382521187238 -0.011833796908604657 0.0035355054401142744 -0.0027841582602135036 -0.011979547921959261 -0.0023417759778767977 -0.0051620732293246553
leaf_weight=7258 7048 2003 636454 16509 3399 26380 14026 13381 24096 31752 34657 1599 6427 9422 48100 27927 62922 29850 17620 40183 44220 3399 26129 90660 2384 8096 5969 16315 31319 36038
leaf_count=7258 7048 2003 636454 16509 3399 26380 14026 13381 24096 31752 34657 1599 6427 9422 48100 27927 62922 29850 17620 40183 44220 3399 26129 90660 2384 8096 5969 16315 31319 36038
internal_value=-4.74881e-06 -0.00670757 0.00664699 -0.00821002 -0.00282582 -0.00594941 -0.00182152 -0.00939875 -0.00393298 -0.00480964 -0.0044221 0.0070087 -0.00788813 -0.00321544 -0.00295569 -0.00638879 -0.010238 -0.00342862 -0.000928947 -0.000701502 -0.00815279 -0.00746244 -0.00694623 -0.00966887 -0.00593554 0.000952942 -0.00547029 -0.0100112 -0.00160423 -0.00557898
internal_weight=1.32554e+06 660236 665306 475998 184238 164041 27253 311957 116336 103307 96259 638053 60734 92240 88841 34354 186406 64507 67902 65899 125551 81331 67950 123484 41821 25716 13227 106975 40741 39437
internal_count=1325542 660236 665306 475998 184238 164041 27253 311957 116336 103307 96259 638053 60734 92240 88841 34354 186406 64507 67902 65899 125551 81331 67950 123484 41821 25716 13227 106975 40741 39437
cat_boundaries=0 1 2 3
cat_threshold=6336 806 6272
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=5
split_feature=70 58 101 63 88 98 106 52 136 97 30 96 111 108 75 136 115 30 136 132 29 52 28 93 110 62 136 57 136 38
split_gain=21354.3 1398.44 765.022 456.105 146.285 139.961 136.343 127.549 93.54 75.1019 74.683 64.1481 53.0345 50.8423 45.9195 44.9925 44.327 43.3326 40.6308 41.9844 39.9588 39.9495 45.887 38.9011 38.3684 37.3027 36.9519 30.1975 29.2211 28.5039
threshold=199.98628997802737 225.39060974121097 0.99999982118606578 0.45176833868026739 -0.30582000315189356 -0.89948225021362294 -0.12203246355056761 7.4649999141693124 0 -0.84325143694877613 1015.9500122070314 -0.081538699567317949 -0.76936230063438404 0.57087865471839916 0.52614739537239086 1 -0.84335932135581959 1018.8500061035157 2 1015.0499877929689 1017.9500122070314 25.015000343322757 1013.1499938964845 -0.73174655437469471 -0.84404078125953663 0.33751361072063452 3 186.58716583251956 4 16.750000000000004
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 1 2
left_child=2 4 6 7 9 15 -1 8 25 14 -10 -4 -6 -12 -2 -5 29 18 -7 21 -16 22 -20 -8 -11 -3 -19 -18 -26 -14
right_child=1 3 11 5 12 17 23 -9 10 24 13 -13 16 -15 20 -17 27 26 19 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.001507026566737576 -0.0026863409774188682 -0.0048273745018324382 -0.0026582013733958709 -0.0087660509649119603 -0.011009344157083698 -0.0095924777030674223 -0.00037049304440448389 -0.0084245116590683771 -0.0025395999513080688 -0.011321153386903987 -0.007912293283975377 0.0066860559937953479 -0.0039145684124602146 -0.003954194017125416 -0.004933840403858602 -0.010444615284829996 0.0018651452176684565 -0.0048178427502854866 -0.0032393088904525656 -0.010382574935460487 -0.008691183278700108 -0.0081565504849604245 -0.0065156371898051242 -0.0067644013300768267 -0.0036341248585785159 -0.0076860772615442788 -0.0093130948918034515 -0.00073411137397432857 -0.00093596880668365121 0.00094358121187892671
leaf_weight=16606 18635 18056 1842 63464 1240 13678 3098 32537 45697 1110 14249 636143 12931 18841 39194 112719 17379 5144 15443 6767 8635 19854 34701 10248 15679 31010 47496 31297 27910 3939
leaf_count=16606 18635 18056 1842 63464 1240 13678 3098 32537 45697 1110 14249 636143 12931 18841 39194 112719 17379 5144 15443 6767 8635 19854 34701 10248 15679 31010 47496 31297 27910 3939
internal_value=-4.51924e-06 -0.0064004 0.00629243 -0.00780481 -0.00261488 -0.00889763 -0.00151722 -0.00562948 -0.00491818 -0.00372606 -0.00384907 0.00665908 -0.000765358 -0.0056586 -0.00479185 -0.00984106 -0.000571563 -0.00773596 -0.00707213 -0.00662094 -0.00561219 -0.00625823 -0.00550662 -0.00528019 -0.00214131 -0.00663274 -0.0088765 0.000193912 -0.00190755 -0.00278023
internal_weight=1.32554e+06 657605 667937 479656 177949 319266 29952 160390 127853 111163 78787 637985 66786 33090 66464 176183 65546 143083 90443 76765 47829 69998 50144 13346 44699 49066 52640 48676 43589 16870
internal_count=1325542 657605 667937 479656 177949 319266 29952 160390 127853 111163 78787 637985 66786 33090 66464 176183 65546 143083 90443 76765 47829 69998 50144 13346 44699 49066 52640 48676 43589 16870
cat_boundaries=0 1 2 3 4 5
cat_threshold=6340 1840 4224 16 5253
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=6
split_feature=70 59 88 63 88 117 31 103 82 112 89 82 36 28 108 136 31 136 136 133 16 136 55 30 136 16 95 136 8 68
split_gain=19260.2 1276.64 677.577 422.003 203.834 151.663 88.8555 86.2728 85.512 80.4312 55.0079 54.4659 51.8996 50.0809 49.5344 48.8506 49.0767 46.0314 43.3627 38.8065 38.5065 36.5374 38.3643 35.9178 34.9264 30.8377 30.2323 28.6254 28.4508 28.1478
threshold=199.98628997802737 231.62451934814456 -0.095306232571601854 0.40085899829864508 -0.37377586960792536 0.46173103153705602 1019.6499938964845 0.99999991059303295 206.62564849853518 -0.80382624268531788 -0.65388494729995716 242.9197692871094 14.34999990463257 1016.2500000000001 -0.292443037033081 0 1014.8500061035157 1 2 1015.1499938964845 14.550000190734865 3 13.59500026702881 1017.2500000000001 4 15.405000209808351 -1.0000000180025095e-35 5 1.0000000180025095e-35 281.11828613281256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 1 2 2 1 2 2 1 2 2
left_child=2 4 8 6 9 12 10 26 -1 13 20 -6 25 24 -11 -7 19 -16 28 21 -3 -17 -23 -14 -2 29 -4 -8 -13 -5
right_child=1 3 7 5 11 15 27 -9 -10 14 -12 18 23 -15 17 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0053534534799341985 -0.0010065401756080099 -0.0045170478539598557 0.0028441130363126769 -0.010323454724154977 -0.0076115005539063646 -0.005586176184789864 -0.0023039984057746567 0.0063538350193026562 0.00069463493423647818 -0.0088510445960926273 -0.0023761676578689058 0.010385768992842253 -0.0070193963230475694 -0.0074373887362587715 -0.0013419228971392281 -0.0088197110437826711 -0.0084558654915346029 -0.0039756412249066708 -0.0015711832569895005 -0.010784766280362691 -0.0084732916725314984 -0.0033201711468983514 -0.0071825882263270024 -0.0095756602833780551 -0.0050890426213668618 -0.01149652090459418 -0.0044124991773544509 -0.0088038668532262488 0.00059869852874700467 -0.008785507545261511
leaf_weight=11877 6453 47787 6668 54290 2871 36596 1941 636090 11506 3376 30455 761 35056 20741 33646 7382 73633 32787 46299 4209 7059 16346 10597 22601 28290 22530 1829 14851 30638 65821
leaf_count=11877 6453 47787 6668 54290 2871 36596 1941 636090 11506 3376 30455 761 35056 20741 33646 7382 73633 32787 46299 4209 7059 16346 10597 22601 28290 22530 1829 14851 30638 65821
internal_value=5.00708e-06 -0.00607334 0.00598367 -0.00756215 -0.00281054 -0.00838917 -0.00473455 0.00628698 -0.00237739 -0.0040722 -0.00408008 -0.00084854 -0.00928736 -0.00549319 -0.0029428 -0.00717982 -0.00769859 -0.00264256 -0.000598644 -0.00625354 -0.00502624 -0.00569791 -0.00483751 -0.00802143 -0.00433253 -0.00979906 0.00128211 -0.00805916 0.000835636 -0.00948066
internal_weight=1.32499e+06 657016 667970 451154 205862 349061 102093 644587 23383 125293 85301 80569 200298 55484 69809 148763 112167 66433 77698 38534 54846 34325 26943 57657 34743 142641 8497 16792 31399 120111
internal_count=1324986 657016 667970 451154 205862 349061 102093 644587 23383 125293 85301 80569 200298 55484 69809 148763 112167 66433 77698 38534 54846 34325 26943 57657 34743 142641 8497 16792 31399 120111
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=272 818 546 4224 34 16
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=4
split_feature=71 88 88 60 90 115 110 30 83 19 110 16 83 136 136 28 136 30 114 52 80 135 136 115 66 75 57 83 111 80
split_gain=17393 1174.43 621.674 383.186 159.447 115.204 94.9005 91.4266 84.8228 84.2851 70.0643 62.7691 52.3993 51.5242 48.0398 44.0558 45.6928 43.0021 40.7338 39.9873 39.7745 36.0988 34.591 34.2457 32.9102 30.6417 30.6346 29.8298 29.0682 27.913
threshold=200.70576477050784 -0.65875622630119313 -0.29477687180042261 0.40151080489158636 -0.30836339294910425 -0.85260769724845875 0.99999997019767772 1017.5499877929689 207.07025909423831 10.405000209808351 -0.42851822078227991 15.405000209808351 230.85868835449222 0 1 1018.4500122070314 2 1019.4500122070314 -0.85260769724845875 12.305000305175783 258.78181457519537 1015.9500122070314 3 -0.5663846731185912 1.685000002384186 0.54095977544784557 188.47563171386722 170.19905090332034 -0.42064693570137018 261.29121398925787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=2 3 8 9 7 11 27 10 -1 14 -3 17 -6 24 28 16 -7 20 25 21 -5 29 -9 -11 -12 -14 -20 -4 -2 -18
right_child=1 4 6 5 12 15 -8 22 -10 23 13 -13 18 -15 -16 -17 19 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0056762167404652356 -0.0096762970241502169 -0.0091361820482462833 -0.0024494351769447039 -0.0093576185311189889 -0.0085526326507599625 -0.0086490064069059524 0.0060355813768860579 -0.0018508935313086246 0.00074310352767174587 -0.0070545007754203321 0.0010703616452296713 -0.010702763479806164 0.00049779484180568134 -0.0036840708912278157 -0.0046437129465814169 -0.0081066803487664808 -0.0084779510886360699 -0.0094292236244322807 0.0017232227771215658 -0.0070144832191244462 -0.0072844116166597807 -0.010828494074819577 -0.0066544291043777286 -0.0031336521480393289 -0.0021255181886383812 -0.0042518666839899593 -0.00074206681580493239 0.0031138991382761226 -0.0016134621776532369 -0.0038499157374873244
leaf_weight=11566 1165 4296 3432 30813 2058 15338 636257 4383 9271 32970 10661 33014 5024 51161 38372 44043 3586 60345 20382 30296 92836 2219 27022 6701 32960 10477 33010 8087 27619 35622
leaf_count=11566 1165 4296 3432 30813 2058 15338 636257 4383 9271 32970 10661 33014 5024 51161 38372 44043 3586 60345 20382 30296 92836 2219 27022 6701 32960 10477 33010 8087 27619 35622
internal_value=4.74207e-06 -0.00577707 0.00568071 -0.0071844 -0.0025986 -0.00798826 0.00595415 -0.00363592 -0.00282007 -0.00456491 -0.00289078 -0.00869525 -0.000690901 -0.00260771 -0.00348547 -0.00681802 -0.00616611 -0.00833505 -0.000456052 -0.00563315 -0.00780105 -0.00462433 -0.00598674 -0.00639221 -0.00134413 -0.00271246 0.000199039 0.00145635 -0.00193912 -0.0042732
internal_weight=1.32499e+06 656373 668613 454939 201434 348112 647776 130483 20837 106827 99078 217008 70951 94782 67156 131104 87061 183994 68893 71723 123649 41427 31405 39671 43621 15501 53392 11519 28784 39208
internal_count=1324986 656373 668613 454939 201434 348112 647776 130483 20837 106827 99078 217008 70951 94782 67156 131104 87061 183994 68893 71723 123649 41427 31405 39671 43621 15501 53392 11519 28784 39208
cat_boundaries=0 1 2 3 4
cat_threshold=806 822 6272 16
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=4
split_feature=70 58 88 63 88 136 28 136 109 106 99 16 52 83 83 115 136 108 28 132 136 62 75 111 31 91 31 133 106 109
split_gain=15699 1080.15 546.746 355.734 115.077 112.126 108.802 74.6924 71.526 68.4843 66.1676 61.9507 45.7187 42.7206 42.0991 41.3685 38.0424 37.1741 35.0406 68.4404 41.2879 33.6465 33.4687 31.9052 30.4738 29.3326 28.7536 31.6007 27.8331 27.291
threshold=199.98628997802737 224.5406188964844 -0.11074224859476088 0.46568049490451818 -0.29477687180042261 0 1019.2500000000001 1 0.99999994039535534 -0.17026831954717633 -0.84290325641632069 13.344999790191652 7.4649999141693124 252.31724548339847 243.39129638671878 -0.88697704672813404 2 -0.090109843760728822 1014.0499877929689 1015.0499877929689 3 0.33961082994937902 0.52211353182792675 -0.84064769744873036 1014.6499938964845 -0.12451026961207388 1013.0499877929689 1016.6499938964845 -0.12203246355056761 0.52318164706230175
decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=2 4 9 6 10 -5 7 14 28 -1 13 17 26 -2 -3 -6 -8 -7 19 -19 -20 -16 -15 -17 -24 -25 27 -9 -4 -28
right_child=1 3 8 5 15 11 16 12 -10 -11 -12 -13 -14 22 21 23 -18 18 20 -21 -22 -23 24 25 -26 -27 29 -29 -30 -31
leaf_value=0.00062042223212414687 -0.0087250831281252515 -0.0094617622828788196 0.0032842028779161443 -0.0089570678507741291 -0.0030282747724522828 -0.0083875937652664288 -0.0023936555257518454 -0.00039477135872974332 0.0057337679688417298 -0.0048219842416023992 -0.0016534535377423034 -0.0080382002640158965 -0.0055373993638267692 -0.0018338077371280346 -0.0035067621674882716 -0.010199371874386501 -0.0079878441046132825 -0.0029261644183272151 -0.0027559451025143678 -0.0091089696380783711 -0.0068322831945692762 -0.0059839192385692779 -0.0031543009677870424 -0.00054048334860776974 -0.0057843797593918715 0.0019813542274156651 -0.0051595846694442206 -0.0095968425759766721 -0.0026746455121324964 -0.0023258372090008395
leaf_weight=11351 4698 6041 5348 115259 12578 16969 3411 17661 636400 11778 45932 81355 15713 16230 21587 732 30319 20362 6939 5737 63293 37557 21690 34061 22375 17432 12790 985 3093 25310
leaf_count=11351 4698 6041 5348 115259 12578 16969 3411 17661 636400 11778 45932 81355 15713 16230 21587 732 30319 20362 6939 5737 63293 37557 21690 34061 22375 17432 12790 985 3093 25310
internal_value=4.49535e-06 -0.00548321 0.0054022 -0.00670822 -0.00212811 -0.00771906 -0.00488021 -0.00425655 0.00567312 -0.00215102 -0.00310608 -0.00698519 -0.0031502 -0.00413268 -0.00548504 -0.000454084 -0.0074252 -0.0062297 -0.00584958 -0.00428525 -0.0064309 -0.00507978 -0.00377486 0.00016589 -0.00448978 0.000313238 -0.00248974 -0.000880883 0.00110073 -0.00327711
internal_weight=1.32499e+06 657016 667970 481288 175728 309914 171374 137644 644841 23129 110925 194655 72459 64993 65185 64803 33730 113300 96331 26099 70232 59144 60295 52225 44065 51493 56746 18646 8441 38100
internal_count=1324986 657016 667970 481288 175728 309914 171374 137644 644841 23129 110925 194655 72459 64993 65185 64803 33730 113300 96331 26099 70232 59144 60295 52225 44065 51493 56746 18646 8441 38100
cat_boundaries=0 1 2 3 4
cat_threshold=6340 6337 16 16
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=5
split_feature=71 59 88 63 89 101 110 83 83 117 31 136 136 39 83 30 96 56 99 136 108 74 136 136 57 83 19 31 89 52
split_gain=14183.9 999.93 500.612 329.858 148.196 135.207 74.8154 73.2508 71.5373 63.233 59.7839 54.1512 53.6979 53.3293 51.6203 46.3927 37.1677 35.355 34.9244 32.5537 28.7092 27.715 27.2839 26.8979 26.3238 25.4866 25.3924 23.9113 23.7661 23.3753
threshold=200.70576477050784 230.8059997558594 -0.29477687180042261 0.38481450080871588 -0.33982968330383295 0.37791478633880621 0.99999997019767772 243.39129638671878 207.07025909423831 0.59480014443397533 1019.3500061035157 0 1 16.050000190734867 224.79154205322268 1015.8500061035157 -0.74730914831161488 270.05491638183599 -0.84658110141754139 2 0.27709758281707769 0.60265481472015392 3 4 259.03356933593756 170.19905090332034 9.5450000762939471 1019.7500000000001 1.0000000180025095e-35 5.6349999904632577
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2
left_child=2 4 8 9 7 13 25 -2 -1 15 12 17 -9 20 -6 19 26 -7 28 -3 -5 -15 -11 -19 -22 -4 -14 -13 -16 -20
right_child=1 3 6 5 14 11 -8 10 -10 22 -12 27 16 21 18 -17 -18 23 29 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051213341613324699 -0.0081869242549225882 0.00042728481177456879 -0.0022285393681693673 -0.0090034175776970479 -0.008903476656953237 -0.0037603631822943386 0.0054476016301339882 -0.0046103801824414785 0.00077387180925509304 -0.0012209638613403218 -0.006527085538295176 -0.0066803203685059142 -0.0014874864849042312 -0.0034719935649519733 -0.002028642601004273 -0.0065951418709630609 -0.00010532462751189891 -0.0034265273383610804 0.00025903424867293061 -0.0043482180303688958 -0.0056760806250995737 -0.0071394486629864917 -0.0037367807113688639 -0.0062678108586578518 -0.0081760745338927323 0.0029138654036117775 -0.0035949591421672537 -0.0086189082580676712 0.00055416829896307756 0.0034750921330310748
leaf_weight=11566 7177 4277 3432 96414 1760 22837 636257 25236 9271 22454 10744 54858 27009 7832 27712 24539 20124 9410 23757 21689 13594 15051 20773 79118 46710 8087 30358 22402 13125 7413
leaf_count=11566 7177 4277 3432 96414 1760 22837 636257 25236 9271 22454 10744 54858 27009 7832 27712 24539 20124 9410 23757 21689 13594 15051 20773 79118 46710 8087 30358 22402 13125 7413
internal_value=4.25972e-06 -0.00521698 0.00512992 -0.00648301 -0.00220872 -0.0071571 0.0053753 -0.00328815 -0.00249838 -0.00383484 -0.00297831 -0.0062222 -0.00260715 -0.00813898 -0.000443283 -0.0050363 -0.00195392 -0.00551392 -0.000236499 -0.00356313 -0.00846821 -0.00588422 -0.0024311 -0.00596689 -0.00761251 0.00138172 -0.00260274 -0.00724149 -0.00119853 0.00102389
internal_weight=1.32499e+06 656373 668613 461958 194415 368226 647776 120648 20837 93732 113471 188625 102727 179601 73767 50505 77491 111365 72007 25966 156718 22883 43227 88528 60304 11519 57367 77260 40837 31170
internal_count=1324986 656373 668613 461958 194415 368226 647776 120648 20837 93732 113471 188625 102727 179601 73767 50505 77491 111365 72007 25966 156718 22883 43227 88528 60304 11519 57367 77260 40837 31170
cat_boundaries=0 1 2 3 4 5
cat_threshold=1842 7296 32 850 16
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=4
split_feature=68 88 58 60 90 136 31 111 90 16 31 55 108 80 30 135 108 111 39 31 108 136 136 75 39 68 108 136 29 132
split_gain=12802.9 923.897 421.827 311.91 102.145 96.1663 91.6877 80.8551 73.0245 68.7928 54.4947 49.181 47.401 43.9965 43.6988 43.7465 39.3462 35.9299 35.6814 34.2617 34.1128 33.9509 31.8365 31.3014 28.7803 28.7694 27.8763 26.9057 24.8887 23.3195
threshold=196.44155120849612 -0.6315661072731017 204.23747253417972 0.4363113939762116 -0.30836339294910425 0 1020.4500122070314 0.99999997019767772 -0.48441721498966211 15.405000209808351 1016.5499877929689 13.355000019073488 0.46817038953304296 224.39701080322268 1015.4500122070314 1015.8500061035157 -0.61800155043601979 -0.76936230063438404 15.650000095367433 1016.9500122070314 -0.036854716017842286 1 2 0.47357732057571417 17.750000000000004 283.73468017578131 0.044075800105929382 3 1012.8500061035157 1016.8500061035157
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2
left_child=2 3 7 6 10 19 8 24 12 11 16 14 18 -4 15 20 -3 -6 -2 -5 -7 29 -19 -12 -1 -13 -25 -14 -20 -18
right_child=1 4 13 5 17 9 -8 -9 -10 -11 23 25 27 -15 -16 -17 21 22 28 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00048427479396637445 -0.0068854011963565961 -0.0081923687277969497 -0.0050073722399508044 -0.0071965109841345245 -0.0088597643294912529 -0.0062840615633399976 -0.007432275657800521 0.0051752803261045045 -0.00155458653506888 -0.0083420897794878688 -0.0012767939036105931 -0.0082650176364008014 -0.0077375964907830906 0.00052503971133016397 -0.0059667227367508329 -0.0087684726528185677 -0.00054410552224661056 0.0011031755867047578 -0.00071894860258441787 -0.0088301985481935488 -0.0021679605400471893 -0.0028751472265686629 -0.0011238902243035391 -0.0090500108410529242 0.0044314188672823071 -0.0061641019832046184 -0.0045296709476799263 -0.0031371378528205389 -0.0053203834368303234 -0.0076846274386770767
leaf_weight=8609 23808 2563 10550 65071 1226 6319 18224 636242 31472 33170 6397 21093 3389 5450 45867 3683 35018 26966 4713 63325 24747 41307 39601 3940 4552 71636 25384 51676 7806 1182
leaf_count=8609 23808 2563 10550 65071 1226 6319 18224 636242 31472 33170 6397 21093 3389 5450 45867 3683 35018 26966 4713 63325 24747 41307 39601 3940 4552 71636 25384 51676 7806 1182
internal_value=4.03794e-06 -0.00493254 0.00489743 -0.00609468 -0.0019193 -0.00692542 -0.00412271 0.00509504 -0.00363181 -0.00625562 -0.00282174 -0.00585673 -0.00434713 -0.00312289 -0.00495348 -0.00361604 -0.00209724 -0.000377933 -0.00574908 -0.00800162 -0.0030052 -0.00189569 -0.000221719 -0.00444573 0.00121592 -0.006642 -0.00513703 -0.00342225 -0.00358809 -0.000777043
internal_weight=1.32499e+06 659583 665403 475999 183584 334911 141088 649403 122864 206515 115791 173345 91392 16000 80616 34749 80070 67793 36327 128396 31066 77507 66567 35721 13161 92729 29324 55065 12519 36200
internal_count=1324986 659583 665403 475999 183584 334911 141088 649403 122864 206515 115791 173345 91392 16000 80616 34749 80070 67793 36327 128396 31066 77507 66567 35721 13161 92729 29324 55065 12519 36200
cat_boundaries=0 1 2 3 4
cat_threshold=6340 806 546 4096
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=69 89 110 61 29 81 88 112 31 19 81 16 89 59 28 81 135 30 30 81 32 55 75 110 36 39 77 119 75 108
split_gain=11565.5 825.708 432.48 261.532 113.089 98.5121 88.5357 86.1182 67.8236 48.8188 43.8887 42.9857 40.9008 37.7918 37.4001 39.3611 42.1097 40.2311 32.6105 28.2922 28.1527 27.6263 26.5366 26.3314 34.7515 24.8707 24.4266 24.3169 23.9937 23.9047
threshold=207.1049499511719 -0.69038313627243031 0.99999997019767772 0.40103544294834143 1019.5499877929689 210.07766723632815 -0.36129307746887201 -0.91702514886856068 1020.6499938964845 10.405000209808351 249.44303131103518 15.405000209808351 -0.33982968330383295 236.77593231201175 1019.1499938964845 230.95707702636722 1014.8500061035157 1013.6499938964845 1019.1499938964845 247.87834167480472 11.84999990463257 21.775000572204593 0.66841304302215587 0.42341393232345587 21.44999980926514 17.750000000000004 5.7349998950958261 -0.66259482502937306 0.53002262115478527 0.18382766097784045
decision_type=2 2 2 2 2 2 2 2 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 8 6 23 12 11 9 19 -8 18 -3 -4 15 -9 17 21 22 -2 -12 -17 -5 24 -1 -7 -22 -11 -21 -6
right_child=1 4 13 7 29 25 10 14 -10 27 20 -13 -14 -15 -16 16 -18 -19 -20 28 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0071216436250998612 -0.007736449456122273 -0.003373189237366272 0.0049168704918259656 -0.0049866743259543407 -0.0091148053497960343 -0.00010726092344960296 -0.0058080738567784056 -0.0084567011938988437 -0.0072150204639626452 -0.0019587859376981437 -0.0023908582851704086 -0.0093118372630401885 -0.0013629030205966435 -0.0036365989458724182 -0.0069063306951925689 -0.0026927981920203833 -0.008293551803029587 -0.0054991249630701169 -0.0081016574723640211 -0.00063214175870553516 -0.00084468843551929447 -0.0060941398927894866 -0.0069885218527422814 -0.0021065382955922397 0.014822999568110312 0.003340501286767618 0.0012246114745475215 -0.0055467014367897366 -0.0028646935483124455 -0.0047257996196361706
leaf_weight=6001 2413 64665 637182 21821 3749 12238 3480 9462 12277 5815 10887 25246 41566 1294 56329 27463 9496 71530 49519 17016 24165 7628 68596 7903 186 9135 34797 25134 41110 17986
leaf_count=6001 2413 64665 637182 21821 3749 12238 3480 9462 12277 5815 10887 25246 41566 1294 56329 27463 9496 71530 49519 17016 24165 7628 68596 7903 186 9135 34797 25134 41110 17986
internal_value=7.68334e-06 -0.00473913 0.00460103 -0.00592792 -0.00207649 -0.000773343 -0.00166417 -0.00658637 -0.00372546 -0.00325718 -0.000327844 -0.00741286 -0.00258661 0.00489954 -0.00583586 -0.0053557 -0.00510301 -0.00481885 -0.00707027 -0.00243136 -5.48092e-05 -0.00343217 -0.0065054 -0.00401901 -0.00646192 0.00136634 0.000376529 -0.00487257 -0.00221113 -0.00548285
internal_weight=1.32609e+06 652150 673939 450855 201295 35463 179560 347090 103765 91488 73329 165182 106231 638476 181908 125579 116117 106621 139936 60539 69849 35091 90417 14090 6187 21373 58962 30949 58126 21735
internal_count=1326089 652150 673939 450855 201295 35463 179560 347090 103765 91488 73329 165182 106231 638476 181908 125579 116117 106621 139936 60539 69849 35091 90417 14090 6187 21373 58962 30949 58126 21735
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=4
split_feature=71 59 57 63 89 116 83 83 99 136 100 17 83 75 31 39 134 136 136 96 55 31 136 14 42 80 28 30 90 16
split_gain=10440.1 779.564 358.329 223.589 154.038 109.741 80.1949 67.15 66.802 57.3938 49.3462 48.7192 45.1175 44.3718 37.1246 35.428 34.4582 32.6473 32.0436 31.5575 30.093 27.1925 27.6139 26.5836 23.6153 22.4354 21.7142 21.1435 20.7975 20.2176
threshold=200.70576477050784 242.14613342285159 195.21394348144534 0.37270876765251165 -0.30700130760669703 0.39873388409614569 238.97814941406253 207.07025909423831 -0.85390648245811451 0 0.99999994039535534 10.405000209808351 245.23768615722659 0.60986360907554638 1015.3500061035157 16.050000190734867 1015.5499877929689 1 2 -0.85057780146598805 13.84500026702881 1018.1499938964845 3 2.5749999284744267 11.050000190734865 285.98120117187506 1012.1499938964845 1020.2500000000001 0.041427349671721465 15.405000209808351
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 2 2 2
left_child=2 4 10 11 6 15 -2 -4 13 29 23 24 -6 -8 16 25 17 -11 -10 28 26 22 -15 -1 -3 -5 -19 -20 -14 -7
right_child=1 3 7 5 12 9 8 -9 18 14 -12 -13 19 21 -16 -17 -18 20 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019929713619815815 -0.0074760716404004062 -0.0025381488148955925 -0.0045068020177870234 -0.0078835783277042167 -0.0063005835406991159 -0.0034155938482402443 -0.0023197600391266387 0.0011192795852490306 -0.0028824243067064742 -0.006839380840775307 0.0046728873089247882 -0.005050134334590054 -0.0014853252628581983 -0.006003721999831243 -0.0065074526873111042 -0.0051993332473271731 -0.008799714802309639 -0.00039689392653547361 -0.00014621847644727022 0.0011340410713642783 -0.0054302186744112227 -0.0069719709947788019 -0.0031144770049593576 -0.0071200103493916341 0.0024512223801767688 -0.0066434744886890293 -0.0036941475001632086 -0.0054987838277778542 0.0017079340523033814 -0.0067755833289273237
leaf_weight=9854 9426 46176 11712 93150 2944 38862 38626 9693 21919 10640 636616 23600 31792 11976 87469 20812 4920 7841 33071 33475 14690 9611 27067 871 2500 59941 13748 1954 6073 5060
leaf_count=9854 9426 46176 11712 93150 2944 38862 38626 9693 21919 10640 636616 23600 31792 11976 87469 20812 4920 7841 33071 33475 14690 9611 27067 871 2500 59941 13748 1954 6073 5060
internal_value=7.29921e-06 -0.00446747 0.00440576 -0.00572196 -0.0021041 -0.00623523 -0.00300788 -0.0019591 -0.00271585 -0.00538135 0.00461623 -0.0031858 -0.000234722 -0.00358504 -0.00587866 -0.0071349 -0.00481883 -0.00440138 -0.00138362 1.55992e-05 -0.00368346 -0.00458953 -0.00400306 0.00125289 -0.00228189 -0.00739803 -0.0024966 -0.000444704 -0.000973173 -0.00380181
internal_weight=1.32609e+06 657343 668746 429409 227934 357133 153650 21405 144224 183230 647341 72276 74284 87280 139308 173903 51839 46919 56944 71340 36279 48654 39043 10725 48676 153091 21589 35025 37865 43922
internal_count=1326089 657343 668746 429409 227934 357133 153650 21405 144224 183230 647341 72276 74284 87280 139308 173903 51839 46919 56944 71340 36279 48654 39043 10725 48676 153091 21589 35025 37865 43922
cat_boundaries=0 1 2 3 4
cat_threshold=272 6272 5253 7312
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=5
split_feature=69 89 56 61 136 28 110 136 16 19 36 110 28 132 111 30 75 110 136 90 16 136 27 12 24 132 29 30 52 136
split_gain=9428.68 683.633 350.504 227.527 90.9653 84.4646 68.4097 65.162 61.8309 61.7296 56.2019 41.6212 41.1833 40.5487 45.1866 50.1041 40.4016 35.6935 33.6912 33.6302 32.7985 30.9317 28.9417 26.9029 24.493 24.4365 27.4117 24.0189 23.2859 22.1693
threshold=207.1049499511719 -0.63400718569755543 184.90480804443362 0.40103544294834143 0 1019.2500000000001 -0.55043333768844593 1 14.550000190734865 10.405000209808351 16.650000572204593 0.9944671392440797 1018.6499938964845 1016.1499938964845 -0.18381938338279721 1013.5499877929689 0.57241588830947887 0.017501517198979858 2 -0.12779158353805539 13.344999790191652 3 241.50000000000003 2.4150000810623173 229.50000000000003 1017.0499877929689 1014.8500061035157 1020.2500000000001 18.214999198913578 4
decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1
left_child=2 3 11 9 20 6 -3 19 12 21 17 23 13 14 -6 28 -9 -4 -7 25 27 -2 -11 -1 -10 26 -8 -5 -16 -14
right_child=1 5 10 4 8 18 7 16 24 22 -12 -13 29 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020745299076987984 -0.0012176359961542694 -0.0071186207010482507 -0.0074624529516130597 -0.0059121498543504751 -0.0063235927811062954 -0.0022528397720049079 0.00039215487056885992 -0.00056211071458905362 -0.0030658501719474612 -0.0024043446876092153 0.0016873853253160998 0.0044383374801939268 -0.0029172312772658346 -0.0076271802010719472 -0.00087012999739233753 -0.004282504809692657 -0.0029639650489391759 -0.0019167407326076353 -0.0064923522172398943 0.001635693970889237 -0.0079858980684387043 -0.0033201440365439624 -0.0055890327341642952 -0.0062753802298661024 -0.0068903037579389845 -0.0074989056113312254 -0.0018857635634402699 -0.007838520496365858 -0.0043876039670281254 -0.0061547930390714774
leaf_weight=8634 30711 4825 3655 71401 15836 8006 32484 27188 4519 9247 9615 636876 5961 7797 21142 54262 49177 14073 11418 21405 45751 40760 31219 1086 56886 1289 22255 20923 6052 51636
leaf_count=8634 30711 4825 3655 71401 15836 8006 32484 27188 4519 9247 9615 636876 5961 7797 21142 54262 49177 14073 11418 21405 45751 40760 31219 1086 56886 1289 22255 20923 6052 51636
internal_value=6.9272e-06 -0.00427901 0.0041543 -0.00527107 -0.00588002 -0.00163735 -0.00125626 -0.00107235 -0.00525675 -0.00330084 -0.00139068 0.00438878 -0.00474673 -0.00415778 -0.00387974 -0.00340463 -0.00210856 -0.00306011 -0.00474945 -5.01397e-05 -0.00689069 -0.00241733 -0.00486129 0.00114161 -0.00660885 -0.000694206 -0.000533969 -0.00634872 -0.00165294 -0.0058213
internal_weight=1.32609e+06 652150 673939 474103 362166 178047 158623 153798 224091 111937 27343 646596 162686 105089 97292 81456 76365 17728 19424 77433 138075 71471 40466 9720 61405 56028 54739 92324 27194 57597
internal_count=1326089 652150 673939 474103 362166 178047 158623 153798 224091 111937 27343 646596 162686 105089 97292 81456 76365 17728 19424 77433 138075 71471 40466 9720 61405 56028 54739 92324 27194 57597
cat_boundaries=0 1 2 3 4 5
cat_threshold=6340 806 146 822 16
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=5
split_feature=71 59 57 63 88 136 83 118 16 83 30 108 136 110 29 133 136 56 52 134 136 99 136 14 112 16 30 16 30 133
split_gain=8518.8 630.358 322.051 228.166 90.5713 90.5439 63.9828 58.641 57.2682 49.3901 42.706 42.3385 41.9487 40.9548 39.3007 60.6701 36.2965 34.4041 29.5044 29.4248 25.6013 25.5077 24.2803 24.0808 23.5897 20.6663 20.5107 19.2007 18.9695 19.4228
threshold=207.46463012695315 226.30348205566409 195.21394348144534 0.40494665503501898 -0.21044246107339856 0 210.70892333984378 0.56638467311859142 13.344999790191652 233.72853088378909 1016.3500061035157 -0.053488507866859429 1 0.99999997019767772 1014.3500061035157 1015.7500000000001 2 232.38409423828128 4.4849998950958261 1016.6499938964845 3 -0.84658110141754139 4 2.7350000143051152 -0.70088258385658253 15.405000209808351 1020.0499877929689 15.405000209808351 1014.4500122070314 1013.3500061035157
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2
left_child=2 4 13 7 9 26 -4 17 11 -2 12 -7 -11 23 15 -13 -16 -3 28 21 -12 -14 -9 -1 27 -19 -5 -10 29 -6
right_child=1 3 6 5 18 8 -8 22 24 10 20 14 19 -15 16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018742184337234504 -0.0069202035707047601 -0.0025113689028207452 -0.0042320780634607594 -0.0063434773382300318 0.0010944010525030963 -0.006407550677228941 0.00084998172597147638 -0.0034161792738388198 -0.0057797542995531364 -0.0047958951184358389 -0.002155876827026496 -0.0018760677338750731 -0.001667283818266879 0.0042174281421546731 -0.0029506260417409037 -0.0074701019354079905 -0.0052935907032115141 -0.0045974231616306748 0.002204223809507791 -0.0074478724587398754 -0.0048423826101493608 0.00020399135884636876 -0.0011856123738237722 -0.0076168378395310241 -0.0039993500698856897 -0.0080069525235436593 -0.0077938890655647177 -0.0073910073921141933 -0.001633975782627522 -0.0056442055791395135
leaf_weight=11923 5374 20391 12172 87449 16805 23184 12609 18064 53105 8276 18126 31785 44549 636656 22613 5719 62476 33382 14274 1757 17472 30803 37669 708 12394 5127 33794 28366 17925 1142
leaf_count=11923 5374 20391 12172 87449 16805 23184 12609 18064 53105 8276 18126 31785 44549 636656 22613 5719 62476 33382 14274 1757 17472 30803 37669 708 12394 5127 33794 28366 17925 1142
internal_value=6.57234e-06 -0.00406811 0.00394798 -0.00501528 -0.00151635 -0.00563256 -0.00164624 -0.00307197 -0.00506813 -0.00222987 -0.00202153 -0.00444811 -0.00141497 0.00416149 -0.00407755 -0.0027291 -0.0046719 -0.00417202 0.000281574 -0.00105134 -0.00347642 -0.000902329 -0.0019094 0.00134222 -0.00603159 -0.00505136 -0.00674719 -0.00634075 -0.000483477 0.000665611
internal_weight=1.32609e+06 652021 674068 475518 176503 360885 24781 114633 239642 126357 120983 145777 85385 649287 122593 37504 85089 58900 50146 77109 35598 75352 55733 12631 93865 38509 121243 81471 35872 17947
internal_count=1326089 652021 674068 475518 176503 360885 24781 114633 239642 126357 120983 145777 85385 649287 122593 37504 85089 58900 50146 77109 35598 75352 55733 12631 93865 38509 121243 81471 35872 17947
cat_boundaries=0 1 2 3 4 5
cat_threshold=6336 4224 272 914 7300
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=4
split_feature=71 89 89 61 91 69 83 31 110 136 31 19 38 135 136 55 32 110 63 83 3 136 107 80 53 56 75 108 136 30
split_gain=7689.06 561.138 306.684 168.975 94.1667 73.8513 67.1994 64.3007 46.0387 45.1208 42.3495 42.2712 40.7389 36.971 38.682 37.0558 30.1492 29.775 27.6753 25.7741 25.6844 24.9204 24.3672 24.0148 22.8392 22.9173 20.7553 20.2914 19.8223 19.6697
threshold=210.79536437988284 -0.69038313627243031 -0.12438360601663588 0.36667622625827795 -0.20872657001018521 290.61509704589849 207.07025909423831 1017.9500122070314 -0.62507551908493031 0 1019.8500061035157 10.405000209808351 16.050000190734867 1014.8500061035157 1 11.335000038146974 11.84999990463257 0.99999997019767772 0.45900529623031622 227.81693267822268 144.50000000000003 2 -0.33017106354236597 291.55401611328131 2.7050000429153447 182.54447174072268 0.54829001426696788 0.41065631806850439 3 1013.5499877929689
decision_type=2 2 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 1 2
left_child=2 3 6 11 7 12 28 8 -3 16 13 26 23 14 15 -7 -10 22 -11 -6 -18 -9 -4 -5 -21 -26 -2 -28 -1 -22
right_child=1 4 17 5 19 10 -8 21 9 18 -12 -13 -14 -15 -16 -17 20 -19 -20 24 29 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0024051295178801955 -0.000388950732704898 -0.0070184245746771267 0.0029256770616831584 -0.0067516623520793382 -0.0065715736371381025 -0.0017297895484653667 0.00083599000261368227 -0.00094276290811588163 -0.0030309801294330844 -0.0017239309646556182 -0.0058315211591034666 -0.004407758249936662 -0.0041763253876438032 -0.0070421221604357476 -0.004785479086602264 -0.0042373122142513519 -0.0019374177376187776 0.0040067677106795634 -0.003929986915636151 -0.00071291545279558396 0.0019297640695487225 -0.0048066632774811449 -0.0022950566454368981 -0.0053879399280392553 0.0039017164452517733 0.00047222082844591059 -0.0047870376030988357 -0.0019320939937313116 -0.0064652801241525532 -0.0004317567695457818
leaf_weight=7925 15452 4104 7281 111011 1375 29353 17016 4889 11392 34568 52487 25652 24863 10182 61177 29582 14915 636589 24148 23966 14815 29289 3225 45520 6904 16545 8077 27126 4879 21782
leaf_count=7925 15452 4104 7281 111011 1375 29353 17016 4889 11392 34568 52487 25652 24863 10182 61177 29582 14915 636589 24148 23966 14815 29289 3225 45520 6904 16545 8077 27126 4879 21782
internal_value=6.23436e-06 -0.00388159 0.00373473 -0.00489344 -0.00174592 -0.00534171 -0.00122295 -0.0023326 -0.00180982 -0.00163406 -0.00463239 -0.00275404 -0.00605645 -0.00414934 -0.00390412 -0.00298792 -0.000703191 0.0039632 -0.00263076 0.000176854 -0.000188532 -0.00425563 0.00132308 -0.00635509 0.000372553 0.00148195 -0.00191659 -0.00258713 -0.00395919 0.000524221
internal_weight=1.32609e+06 649174 676915 440482 208692 364175 29820 159902 125724 121620 182781 76307 181394 130294 120112 58935 62904 647095 58716 48790 51512 34178 10506 156531 47415 23449 50655 35203 12804 36597
internal_count=1326089 649174 676915 440482 208692 364175 29820 159902 125724 121620 182781 76307 181394 130294 120112 58935 62904 647095 58716 48790 51512 34178 10506 156531 47415 23449 50655 35203 12804 36597
cat_boundaries=0 1 2 3 4
cat_threshold=822 882 16 1826
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=71 88 89 60 99 109 31 90 83 19 16 84 75 34 31 117 33 128 41 52 31 132 68 19 83 115 89 109 116 83
split_gain=6963.94 508.233 268.408 180.995 72.7174 71.7154 64.417 50.2656 49.6614 48.0858 44.8862 37.1737 35.4292 32.5932 31.9798 30.4731 29.4387 26.2417 25.5686 25.2601 24.9919 33.5387 24.1394 23.8919 21.7281 21.684 20.0183 19.5437 19.2788 18.8295
threshold=210.79536437988284 -0.58697372674942005 -0.28377440571784968 0.37736502289772039 -0.8647463023662566 -0.42578163743019098 1019.3500061035157 -0.12779158353805539 214.4335632324219 9.5450000762939471 15.405000209808351 0.7239164710044862 0.68494167923927318 12.34999990463257 1013.7500000000001 0.78257837891578685 11.750000000000002 2.5000000000000004 10.949999809265138 2.5749999284744267 1014.2500000000001 1010.2500000000001 287.17573547363287 10.405000209808351 248.46960449218753 -0.68832838535308827 -0.31837223470211024 0.1663293391466141 -0.73724925518035878 243.39129638671878
decision_type=2 2 2 2 2 2 2 2 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 8 9 10 -3 7 16 27 18 12 17 24 -6 -11 -8 -7 -4 26 -9 21 29 -14 -18 -5 -25 -2 -1 -12 -15
right_child=1 5 11 4 13 6 15 19 -10 14 28 -13 22 20 -16 -17 23 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0064403676679355192 -0.0023940628684353199 -0.0062476233357295855 0.0038049929703621805 -0.0064765773525797812 -0.0049054700876687502 -0.0030660962489410908 -0.0052203431912243433 -0.00047299913815701121 0.0006529133120103019 -0.0015753440343251488 -0.0027793482780263273 0.00089171692786513203 -0.0062073377031447059 -0.0059344242681651279 -0.0046052458930272988 -0.00037902515914000316 -0.00023894033934548123 -0.018836487678345296 0.0028351112285727887 0.0021629051706221892 -0.00406830143260786 -0.0056189620732909869 -0.004955064690914405 -0.0032691687767956571 -0.0037684369260337657 -0.00086540850242234474 1.1093397382179026e-05 -0.002270066073226155 -0.0073885943825554232 -0.00074442022737598575
leaf_weight=4310 36571 7176 639548 8727 61933 20014 13072 18636 13627 11913 2422 11176 83458 1923 32379 4326 51266 128 3136 17742 43532 5447 71411 16336 48953 22040 11332 8069 35820 19160
leaf_count=4310 36571 7176 639548 8727 61933 20014 13072 18636 13627 11913 2422 11176 83458 1923 32379 4326 51266 128 3136 17742 43532 5447 71411 16336 48953 22040 11332 8069 35820 19160
internal_value=3.55251e-06 -0.00369824 0.00355149 -0.00453424 -0.00501972 -0.00135543 -0.00114062 -0.00079799 -0.00142959 -0.00258486 -0.00551968 0.00375052 -0.00523595 -0.0040698 -0.00379031 -0.00401655 -0.00133229 0.00380046 -0.00153876 0.000812564 -0.00333109 -0.00212143 -0.00562991 -0.000945185 -0.00417818 -0.00188865 -0.0018251 -0.00372204 -0.00709667 -0.00121781
internal_weight=1.32558e+06 648725 676858 478117 382786 170608 163432 146034 26006 95331 250791 650852 212549 131995 44292 17398 109656 639676 51039 36378 70062 26530 154869 89642 57680 38376 47903 12379 38242 21083
internal_count=1325583 648725 676858 478117 382786 170608 163432 146034 26006 95331 250791 650852 212549 131995 44292 17398 109656 639676 51039 36378 70062 26530 154869 89642 57680 38376 47903 12379 38242 21083
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=5
split_feature=73 91 88 63 90 136 28 52 30 134 136 112 83 77 136 30 134 31 136 100 108 31 128 109 30 80 112 75 136 34
split_gain=6296.75 522.627 193.185 146.453 91.5663 74.1463 50.1501 48.8678 40.752 40.2938 39.9334 37.1807 34.8043 32.3556 28.855 27.0753 26.2028 25.5579 25.0192 24.7283 23.6166 23.1943 22.7822 21.6872 20.7287 19.7947 19.4504 19.0758 18.7627 26.9429
threshold=0.33348469436168676 -0.68279713392257679 -0.17007401585578916 0.37071263790130621 -0.29734760522842402 0 1016.2500000000001 12.305000305175783 1015.1499938964845 1015.9500122070314 1 -0.82409480214118946 246.78723144531253 0.90500000119209301 2 1015.6499938964845 1017.5499877929689 1012.4500122070314 3 0.23606315255165103 -0.76859757304191578 1020.3500061035157 2.5000000000000004 -0.4841345995664596 1015.3500061035157 244.67799377441409 -0.8703225553035735 0.51048809289932262 4 12.449999809265138
decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2
left_child=2 3 13 11 6 21 10 8 9 12 -3 15 -7 -1 24 -2 20 -14 -10 -9 -12 25 27 -16 -6 -5 -8 -4 29 -22
right_child=1 4 22 5 14 7 26 19 18 -11 16 -13 17 -15 23 -17 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031994448313681953 -0.0023002085458509645 -0.0036321115298693935 0.0036152796624094943 -0.006938359450802011 0.0020081698617510041 -0.0063404114760307259 -0.0049378218832742864 -0.0062571206875796613 -0.0012428640829763558 -0.0068910601342843303 -0.0061891074266270611 -0.0015355589505260437 9.9105498667699589e-05 0.00067397611180106121 -0.0068016536436762464 -0.0050964566512184941 -0.0076536457435276879 -0.0025660614845396225 -0.0046487773953119383 -0.004583770764132418 -0.0028108585870203467 -0.0068631444847788454 -0.015098815671871045 -0.00067835571034767993 -0.00060152571414383402 -0.0050827340171154664 -0.0027992887557623117 -0.00031136362638771431 -0.0015650744846471033 0.00067893174568414987
leaf_weight=10540 17063 17575 640606 17201 21474 3977 15308 30050 5952 4486 2016 44621 15825 11037 1502 17572 1444 20843 60156 83222 6723 35756 163 38792 11785 87375 34812 3108 33411 31188
leaf_count=10540 17063 17575 640606 17201 21474 3977 15308 30050 5952 4486 2016 44621 15825 11037 1502 17572 1444 20843 60156 83222 6723 35756 163 38792 11785 87375 34812 3108 33411 31188
internal_value=3.37497e-06 -0.00345657 0.00343564 -0.0044378 -0.00143944 -0.00486099 -0.00217906 -0.00429648 -0.00355229 -0.00239403 -0.00148802 -0.00248967 -0.0018977 -0.00121812 -6.74887e-06 -0.00371888 -0.000983505 -0.00141584 -0.00434302 -0.00502769 -0.000852307 -0.00576342 0.00359159 -0.000906383 0.00108312 -0.00538795 -0.00345245 0.00359632 -0.000701456 6.00491e-05
internal_weight=1.32558e+06 660129 665454 444099 216030 364843 142477 224511 111239 45131 92357 79256 40645 21577 73553 34635 74782 36668 66108 113272 73338 140332 643877 40294 33259 104576 50120 643714 71322 37911
internal_count=1325583 660129 665454 444099 216030 364843 142477 224511 111239 45131 92357 79256 40645 21577 73553 34635 74782 36668 66108 113272 73338 140332 643877 40294 33259 104576 50120 643714 71322 37911
cat_boundaries=0 1 2 3 4 5
cat_threshold=6340 6288 550 16 802
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=4
split_feature=57 71 56 116 97 75 16 60 81 75 108 80 136 36 66 68 38 16 35 136 29 132 81 129 123 83 53 136 29 136
split_gain=5691.54 369.933 335.797 108.408 87.5804 52.6923 52.1948 47.1575 46.014 44.142 42.9426 32.0211 30.2691 29.7693 27.2315 26.3171 24.6287 22.4711 23.6833 20.6297 19.5981 21.8356 19.1797 19.1061 18.7831 18.4445 18.2524 17.6653 17.1418 18.0687
threshold=186.58716583251956 238.37638854980472 243.77431488037112 0.56638467311859142 -0.84325143694877613 0.59468901157379161 15.405000209808351 0.3234990537166596 293.47918701171881 0.63563320040702831 -0.76859757304191578 282.40290832519537 0 20.250000000000004 0.75499999523162853 287.72355651855474 15.84999990463257 15.405000209808351 11.650000095367433 1 1015.2500000000001 1016.2500000000001 277.37028503417974 121.50000000000001 1.0000000180025095e-35 246.78723144531253 5.3550000190734872 2 1014.3500061035157 3
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 1
left_child=1 14 4 6 5 24 9 -5 25 16 13 -7 -12 -6 23 -11 22 18 -9 -20 21 -14 -4 -1 -2 -3 -10 -16 29 -13
right_child=2 8 3 7 10 11 -8 17 26 15 12 28 20 -15 27 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003444128956600553 -0.0009596590089406081 -0.0064598763967612842 -0.005339685816247621 -0.00094537433284309696 -0.0078655612052983756 -0.004977758221782186 -0.0065620375908879832 -0.0043812519240940028 -9.131369283233897e-05 -0.0055879563361245724 -0.0018483254144933709 -0.0054553971384765729 0.0011497059881700889 0.012797300939971421 -0.0022255168307991906 -0.0043774967489459997 -0.0014849940735029987 -0.0057864870366386122 0.00082804093064023799 -0.0030237955247906529 -0.00096241553227011166 -0.0074765536138322215 -0.003000166232165214 -0.015298602142823204 -0.0036937489935372526 -0.0018972494489979477 0.0028449072452940119 0.0021224823100752604 -0.0036408030656460665 -0.001222448162868893
leaf_weight=636064 38409 2451 15284 19689 2774 25942 41858 37467 27557 93220 25927 2894 33554 186 2815 86634 13387 10597 3676 64521 21568 750 20525 136 7510 23006 6551 13554 27765 19312
leaf_count=636064 38409 2451 15284 19689 2774 25942 41858 37467 27557 93220 25927 2894 33554 186 2815 86634 13387 10597 3676 64521 21568 750 20525 136 7510 23006 6551 13554 27765 19312
internal_value=3.20197e-06 0.00304402 -0.00352679 -0.00436038 -0.00188512 -0.0027438 -0.00493855 -0.00320825 -0.000727955 -0.00464186 -0.000650861 -0.00355252 -0.000436773 -0.00656715 0.00338831 -0.00500489 -0.0033147 -0.00359147 -0.00337134 -0.00281649 0.00021854 0.000961107 -0.00399872 0.00344012 -0.00140682 -0.00233654 0.000472636 0.00137469 -0.00281262 -0.00177712
internal_weight=1.32558e+06 712134 613449 406858 206591 121832 270908 135950 59565 229050 84759 75913 81799 2960 652569 179854 49196 116261 105664 68197 55872 34304 35809 636200 45919 25457 34108 16369 49971 22206
internal_count=1325583 712134 613449 406858 206591 121832 270908 135950 59565 229050 84759 75913 81799 2960 652569 179854 49196 116261 105664 68197 55872 34304 35809 636200 45919 25457 34108 16369 49971 22206
cat_boundaries=0 1 2 3 4
cat_threshold=5249 16 6544 6272
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=4
split_feature=90 88 71 62 136 30 136 17 95 31 36 109 111 133 29 16 120 111 136 64 67 19 136 28 132 80 55 80 16 88
split_gain=5147.88 318.981 318.344 100.194 67.2676 57.9873 46.3398 44.238 37.4783 35.2627 34.7013 38.7359 34.6738 38.6949 36.7235 30.3151 28.9406 26.0834 25.6943 24.59 23.5016 23.3524 22.3803 21.7892 21.7066 21.1508 19.838 18.0319 18.3965 17.4964
threshold=-0.094403825700283037 -0.69911342859268177 238.37638854980472 0.34571954607963568 0 1017.0499877929689 1 14.550000190734865 -0.43096877634525294 1018.4500122070314 17.050000190734867 0.25624586641788488 -0.18381938338279721 1016.3500061035157 1013.2500000000001 14.550000190734865 0.18222858756780627 -0.29061104357242579 2 0.86500000953674328 1.7050000429153445 9.5450000762939471 3 1020.5499877929689 1016.2500000000001 254.06172943115237 23.914999961853031 248.22930145263675 14.550000190734865 1.0000000180025095e-35
decision_type=2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2
left_child=1 3 19 15 23 6 10 9 17 12 11 22 -6 14 26 20 18 -4 -7 -2 -1 -10 -3 27 -13 -8 -14 -5 -29 -19
right_child=2 5 8 4 7 16 25 -9 21 -11 -12 24 13 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00024604260853315982 0.0032667924693443279 -0.0015987549552892268 -0.0059337570254165903 -0.006362051621378078 -0.004909477357724349 0.00097718922994395369 -0.0045916012466013017 -0.0050122172068430421 -0.00080557803406957934 -0.0044205649054686012 0.0019878243176864575 6.5033749675638068e-05 -8.0937927422069616e-05 -0.006144740195959425 -0.0029298984347996392 -0.0053090112140691276 -0.005860189689453418 9.5940626674239715e-05 -0.0029935188748234525 0.0012551728791847492 -0.0023085204596968267 -0.0039406553464758918 -0.0066357489917827908 -0.0063391995031315852 -0.0051261859074837064 -0.0017225147315723954 -0.0037898577047218544 -0.0042854076548972013 -0.0061704056558204911 0.00288133604814385
leaf_weight=11941 636840 5186 1537 17615 17997 4565 7167 61453 13808 59598 14472 43683 22343 6757 56719 6529 7916 24579 37918 15563 36597 10424 3855 34718 2111 61929 4299 74482 15666 7316
leaf_count=11941 636840 5186 1537 17615 17997 4565 7167 61453 13808 59598 14472 43683 22343 6757 56719 6529 7916 24579 37918 15563 36597 10424 3855 34718 2111 61929 4299 74482 15666 7316
internal_value=3.03782e-06 -0.00334361 0.00290406 -0.00410074 -0.00439566 -0.00163243 -0.00110365 -0.00386441 -0.000656961 -0.00344407 -0.000189954 -0.000764745 -0.00290577 -0.00250562 -0.00221065 -0.00211033 -0.00308452 0.000428266 -0.00256732 0.00321881 -0.00168006 -0.00215421 -0.00375559 -0.00524948 -0.00017427 -0.00201982 -0.000679416 -0.00489889 -0.00461298 0.000734848
internal_weight=1.32558e+06 615516 710067 426714 371647 188802 138403 229166 57664 167713 69307 54835 108115 90118 83361 55067 50399 33432 42483 652403 48538 24232 9041 142481 45794 69096 26642 107763 90148 31895
internal_count=1325583 615516 710067 426714 371647 188802 138403 229166 57664 167713 69307 54835 108115 90118 83361 55067 50399 33432 42483 652403 48538 24232 9041 142481 45794 69096 26642 107763 90148 31895
cat_boundaries=0 1 2 3 4
cat_threshold=6340 806 16 36
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=5
split_feature=57 71 59 116 97 31 81 136 63 109 136 120 65 16 136 53 36 88 136 35 73 77 81 36 75 33 80 29 134 136
split_gain=4654.2 295.118 282.219 96.2753 77.2706 47.3547 39.5465 39.5061 37.6819 34.9546 34.314 30.2709 28.567 28.131 26.7494 24.4896 22.0427 20.7046 20.4301 21.0909 19.995 19.8203 18.9147 17.8448 17.478 17.3653 17.0318 15.4871 25.6291 20.873
threshold=186.58716583251956 238.37638854980472 242.14613342285159 0.56638467311859142 -0.84325143694877613 1019.9500122070314 293.47918701171881 0 0.34477773308753973 -0.84168022871017445 1 0.0087262028828263907 1.3049999475479128 14.550000190734865 2 1.2849999666213991 21.349999427795414 -0.33918431401252741 3 11.949999809265138 0.66580629348754894 3.0849999189376835 267.21426391601568 16.94999980926514 0.51048809289932262 11.949999809265138 290.42160034179693 1013.6499938964845 1014.7500000000001 4
decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1
left_child=1 17 4 7 5 10 -3 15 -5 16 20 13 21 24 -11 -4 -6 -1 -10 -20 -2 -12 -14 -16 -9 -8 -26 28 29 -21
right_child=2 6 3 8 9 -7 25 11 18 14 12 -13 22 -15 23 -17 -18 -19 19 27 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00032332133775876356 -0.0024690867682297894 -0.0021076257446004487 -2.2023895608559654e-05 -0.0010938006761849256 -0.0070537348261840108 -0.0055400782567431653 -0.0015477865940216841 -0.0016339714356523713 -0.00099386552845735603 -0.0016514992182160443 -0.0026439843194562464 -0.0057972476701875081 -0.0039709586462430939 -0.00568519422744042 -0.00016724977601236576 -0.0037132352617632335 0.014778865039664175 0.003089157178650753 -0.0043688207148497912 0.00052248155735061801 -0.0051288841908926127 0.0018609645506384672 -0.0016741991416773412 0.0020163562784156533 -0.0048700578363863635 0.001119229264413407 -0.0035823345194789138 -0.0034346787239511734 -0.0054167804712221884 -0.0030962149053930074
leaf_weight=6838 15924 25457 4831 24671 2595 11444 7962 6963 9212 25545 3387 58849 10595 35061 43238 64319 121 645731 39125 10067 12702 8747 58236 11940 51066 26146 51648 42686 3892 6585
leaf_count=6838 15924 25457 4831 24671 2595 11444 7962 6963 9212 25545 3387 58849 10595 35061 43238 64319 121 645731 39125 10067 12702 8747 58236 11940 51066 26146 51648 42686 3892 6585
internal_value=2.88197e-06 0.00275266 -0.00318925 -0.00394755 -0.00167254 -0.00247956 -0.000616368 -0.00448975 -0.00286212 -0.000501882 -0.00215997 -0.00484085 -0.0016332 -0.00445233 -0.000314165 -0.00345486 -0.00608107 0.00306018 -0.00325316 -0.00345606 -0.00364802 0.000603485 -0.00202773 0.000305207 -0.00405821 0.000496654 -0.00422255 -0.00289181 -0.00176385 -0.00091007
internal_weight=1.32558e+06 712134 613449 408975 204474 121035 59565 272737 136238 83439 109591 203587 80965 144738 80723 69150 2716 652569 111567 102355 28626 12134 68831 55178 109677 34108 102714 63230 20544 16652
internal_count=1325583 712134 613449 408975 204474 121035 59565 272737 136238 83439 109591 203587 80965 144738 80723 69150 2716 652569 111567 102355 28626 12134 68831 55178 109677 34108 102714 63230 20544 16652
cat_boundaries=0 1 2 3 4 5
cat_threshold=1328 7296 5249 16 2851
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=4
split_feature=74 90 57 112 96 16 62 75 108 38 109 30 37 136 30 132 64 136 28 75 20 132 136 56 128 28 80 136 16 112
split_gain=4233.68 375.377 148.726 98.8672 54.777 54.3059 53.1836 38.5856 33.9568 32.5141 34.3309 29.3983 26.5211 26.2403 36.2237 30.4386 25.9312 24.6161 25.6881 24.5826 23.475 22.3168 20.1607 19.8413 18.0674 17.4464 16.954 15.7337 15.6062 15.4369
threshold=0.3654832541942597 -0.63267013430595387 220.54200744628909 -0.84335932135581959 -0.85057780146598805 14.550000190734865 0.34381058812141424 0.59764015674591076 -0.76859757304191578 18.650000572204593 -0.61711886525154103 1019.9500122070314 17.550000190734867 0 1015.3500061035157 1014.7500000000001 0.90500000119209301 1 1020.2500000000001 0.50667193531990062 6.2249999046325692 1016.2500000000001 2 282.78408813476568 2.5000000000000004 1016.4500122070314 269.33135986328131 3 16.335000038146976 -0.89490029215812672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2
left_child=2 3 16 5 11 7 -5 12 -8 10 -6 19 -2 -10 15 23 24 -12 21 -3 -4 -19 -9 -15 -1 -24 -21 -16 -7 -28
right_child=1 4 20 6 9 28 8 22 13 -11 17 -13 -14 14 27 -17 -18 18 -20 26 -22 -23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0029520370880136504 -0.0028799864057225009 -1.7258747570986485e-05 7.0765245523514095e-05 -0.0011180688722038968 -0.0065954326295946473 -0.0050278937777046831 -0.0065466039726625493 -0.0034450293405115062 -0.0046081841726102191 0.002715845304102731 -0.0021955498375020796 -0.0051092998752119761 0.0011047807660152888 -0.00035907640355336483 -0.00092150405546635749 -0.0050729235642312971 0.00074612940024663336 0.00057179991947114192 -0.002929224487876973 -0.0039941924663238499 -0.0032679620096740455 -0.0066434856811314327 -0.0038741399473106071 -0.0024234819202730335 -0.012550489247053306 -0.0051507248758582737 -0.0031985952632209488 -0.0036908732315096178 -0.0067644352145735682 -0.0012403714024565606
leaf_weight=640483 29918 19078 12811 38952 2192 50545 7169 64115 22168 9169 13593 6401 4853 25139 5590 6089 13663 60517 6213 9643 8938 1091 49192 21674 188 58701 13325 65693 17389 41125
leaf_count=640483 29918 19078 12811 38952 2192 50545 7169 64115 22168 9169 13593 6401 4853 25139 5590 6089 13663 60517 6213 9643 8938 1091 49192 21674 188 58701 13325 65693 17389 41125
internal_value=-3.30301e-06 -0.00288613 0.00276632 -0.00363707 -0.000962159 -0.00424591 -0.0027681 -0.00384296 -0.00318676 -0.000110648 -0.000420627 -0.00184412 -0.00232383 -0.00302218 -0.00273847 -0.00174743 0.00290152 -0.000254376 0.000134987 -0.00159282 -0.00130132 0.000444026 -0.00415005 -0.00131488 0.00294749 -0.00456826 -0.00206181 -0.00347435 -0.00547239 -0.00171959
internal_weight=1.32562e+06 649534 676083 467187 182347 274713 192474 206779 153522 92775 83606 89572 34771 146353 124185 52902 654334 81414 67821 83171 21749 61608 172008 46813 640671 107893 64093 71283 67934 54450
internal_count=1325617 649534 676083 467187 182347 274713 192474 206779 153522 92775 83606 89572 34771 146353 124185 52902 654334 81414 67821 83171 21749 61608 172008 46813 640671 107893 64093 71283 67934 54450
cat_boundaries=0 1 2 3 4
cat_threshold=6272 7296 1844 16
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=3
split_feature=74 90 67 112 62 16 96 31 108 75 31 38 109 35 89 111 136 136 59 83 30 136 91 31 133 30 102 0 109 9
split_gain=3821.59 333.428 145.122 96.1542 51.7697 49.3287 47.7936 37.2133 30.8503 30.1341 29.0896 28.5407 29.5159 28.1056 25.7454 25.6875 25.5952 20.8826 20.7765 20.6391 22.101 23.1407 20.4802 19.7067 22.7223 25.356 19.1917 17.5518 16.625 14.9137
threshold=0.37852202355861669 -0.58781498670577992 1.075000047683716 -0.84335932135581959 0.34571954607963568 14.550000190734865 -0.85057780146598805 1020.2500000000001 -0.76859757304191578 0.71647781133651745 1019.3500061035157 18.650000572204593 -0.61711886525154103 12.449999809265138 -0.65388494729995716 -0.26004269719123835 0 1 267.14767456054693 243.39129638671878 1013.3500061035157 2 -0.15318903326988217 1018.3500061035157 1010.5499877929689 1012.7500000000001 0.33702301979064947 163.50000000000003 -0.77325367927551258 0.65000000596046459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 3 14 5 28 7 10 9 -6 19 22 12 -8 27 -1 -4 23 29 -17 -2 21 -21 -3 24 25 -15 -11 -10 -5 -14
right_child=1 6 15 4 8 -7 11 -9 13 26 -12 -13 17 16 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.7150279759392469e-05 -0.0044424685871939469 -0.0018761337013265601 -0.0057779528704283338 -0.0069921298441504064 -0.0061927691420853199 -0.0052025298408622557 -0.0063360510106065596 -0.004833549224081142 -0.0048480942269572688 -0.0043820130718337643 -0.0047020919906309447 0.002797717348924875 0.0076289937038600507 0.002560209998619307 0.0027968171672990202 0.00056722813822245683 -0.0030619106060784784 -0.00066438361429247393 -0.0024298467633384006 0.0029603144179456194 -0.0026391409878526225 -0.0015355310457981941 2.3705105856000429e-05 -0.0032754576151068819 -0.0035564781198745149 -0.0010304862111844904 -0.0029815767671209762 -0.0030930430215845906 -0.0008533041347321968 0.00092815372902652765
leaf_weight=8821 9975 55088 2445 1134 7252 68137 1964 50697 20047 58967 7265 8331 866 6857 643936 17571 44547 51750 8619 3942 33925 10370 19105 9655 5568 17374 41810 49227 40195 20177
leaf_count=8821 9975 55088 2445 1134 7252 68137 1964 50697 20047 58967 7265 8331 866 6857 643936 17571 44547 51750 8619 3942 33925 10370 19105 9655 5568 17374 41810 49227 40195 20177
internal_value=-3.14342e-06 -0.00276412 0.00260723 -0.00343035 -0.00259984 -0.00403376 -0.000821964 -0.00365397 -0.00300613 -0.00327784 -0.00168259 2.17763e-05 -0.000287578 -0.00285536 0.00276007 -0.000876661 -0.00224051 -0.000124386 -0.000419094 -0.00237212 -0.001944 -0.00029623 -0.00138692 -0.00131196 -0.000676223 -1.43745e-05 -0.00380101 -0.00360093 -0.00102174 0.00120335
internal_weight=1.32562e+06 644225 681392 479679 201856 277823 164546 209686 160527 158989 81458 83088 74757 153275 652757 28635 84001 72793 26190 58212 48237 14312 74193 39454 29799 24231 100777 69274 41329 21043
internal_count=1325617 644225 681392 479679 201856 277823 164546 209686 160527 158989 81458 83088 74757 153275 652757 28635 84001 72793 26190 58212 48237 14312 74193 39454 29799 24231 100777 69274 41329 21043
cat_boundaries=0 1 2 3
cat_threshold=818 518 546
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=4
split_feature=90 88 75 60 136 33 136 136 17 31 29 82 16 39 110 63 82 120 28 132 75 133 64 108 108 13 132 9 0 136
split_gain=3458.05 216.523 214.593 73.6406 51.7514 46.8955 40.8558 37.6909 31.6491 29.4358 25.3881 25.3704 24.3143 22.0132 33.1909 21.2085 20.739 20.6803 18.8368 24.9285 18.7256 17.8586 17.6385 17.5471 16.6666 16.0928 15.981 15.0336 15.3273 15.0282
threshold=-0.12779158353805539 -0.69911342859268177 0.43239840865135198 0.34295807778835302 0 11.750000000000002 1 2 15.405000209808351 1015.5499877929689 1019.4500122070314 265.94642639160162 13.344999790191652 18.94999980926514 -0.10806232690811156 0.63987961411476146 242.9197692871094 0.0087262028828263907 1015.0499877929689 1014.8500061035157 0.49375553429126745 1012.5499877929689 0.86500000953674328 0.46817038953304296 0.32976666092872625 0.94499999284744274 1016.5499877929689 1.0000000180025095e-35 162.50000000000003 3
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 1
left_child=1 3 22 20 8 29 13 -4 11 21 16 -5 17 14 -7 18 -8 -6 19 -13 -1 -9 -2 -22 -11 -15 -18 -16 -29 -3
right_child=2 5 7 4 12 6 10 9 -10 24 -12 15 -14 25 27 -17 26 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.0714095987669193e-05 0.002662685343069605 -0.0018413313830983485 -0.0032595006412597391 -0.0039892800763968754 -0.0034214261071265836 -0.0033082180317273303 -0.0056210867551276505 0.0013332897577005098 -0.0045688582680295381 -0.0041683811815302289 -0.0043367303932118385 -0.00020227121631764792 -0.0049897045539711547 0.000616580953871829 0.0076124018200540121 -0.0031154939652961546 -0.0010719483818857109 -0.0048752988530158699 -0.0024906201219197614 -0.0052757305786239319 -0.0036509853825005033 -0.0038161133292036273 0.0008571226201319371 -0.0014223235894729881 -0.00065079069298805924 0.0056312125068165636 -0.0061029024293195499 -0.0014466814919638501 0.00079441673509580968 -0.0037877442738624444
leaf_weight=13482 638505 19104 9881 32309 93093 7321 2710 30534 28181 4204 7615 22931 65652 3510 700 56635 78226 33176 38130 2707 13490 1782 13819 25578 16922 2940 1611 10251 29831 20787
leaf_count=13482 638505 19104 9881 32309 93093 7321 2710 30534 28181 4204 7615 22931 65652 3510 700 56635 78226 33176 38130 2707 13490 1782 13819 25578 16922 2940 1611 10251 29831 20787
internal_value=-2.98713e-06 -0.00276911 0.00235468 -0.00338971 -0.00363671 -0.00133915 -0.000920747 -0.000424268 -0.00302912 0.000100535 -0.00157414 -0.00274518 -0.004209 0.000159403 -0.000208354 -0.00241134 -0.00131948 -0.00380342 -0.00178596 -0.000737955 -0.00163741 0.00104934 0.00262444 -0.00219187 -0.00135078 0.00290232 -0.00117347 0.000348119 0.000221254 -0.00285701
internal_weight=1.32562e+06 609970 715647 425364 372814 184606 144715 63323 180893 53442 90162 152712 191921 54553 48103 120403 82547 126269 63768 25638 52550 32316 652324 39068 21126 6450 79837 40782 40082 39891
internal_count=1325617 609970 715647 425364 372814 184606 144715 63323 180893 53442 90162 152712 191921 54553 48103 120403 82547 126269 63768 25638 52550 32316 652324 39068 21126 6450 79837 40782 40082 39891
cat_boundaries=0 1 2 3 4
cat_threshold=1842 562 6272 1142
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=5
split_feature=59 56 74 97 16 136 31 112 83 108 80 28 136 30 52 136 136 30 132 131 116 136 132 52 108 39 77 9 35 74
split_gain=3126.83 198.205 194.737 72.9231 66.8217 61.8762 43.1033 42.9593 38.0471 31.7254 28.11 26.3806 26.1686 33.1517 25.999 23.1039 22.7665 25.3871 21.9285 20.3662 19.1535 18.5138 17.7927 17.6603 16.9513 16.9221 16.6387 16.409 15.2468 14.8616
threshold=188.54808044433597 251.92089843750003 0.3654832541942597 -0.82388624548912037 15.405000209808351 0 1019.6499938964845 -0.85260769724845875 252.31724548339847 -0.83919009566307057 289.11901855468756 1019.8500061035157 1 1014.3500061035157 2.6149998903274541 2 3 1015.6499938964845 1016.2500000000001 17.500000000000004 0.2503704726696015 4 1009.9500122070314 0.10500000044703485 -0.10788112506270407 20.849999427795414 1.935000002384186 1.0000000180025095e-35 11.449999809265138 0.47822517156600958
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 14 8 -4 -2 25 23 15 -10 19 -3 -12 -11 18 -18 -14 -16 27 28 -7 -23 -5 -21 -9 -17 -15
right_child=1 4 7 9 -6 10 -8 21 12 16 11 -13 13 29 20 22 17 -19 -20 26 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025074675257011395 -0.0046360363969135633 -0.00065175768957249436 -0.0021211060642060608 -0.0060604508698366109 -0.005039938878282693 -0.00022742360439273828 -0.0045507378103817686 0.0094370857712242698 -0.0035667927642981513 -0.0025907237406888736 -0.0049754142826018526 -0.0042724055533637914 5.5929740688898154e-05 -0.00049829256131147897 -0.0037715306207839619 -0.0031205785998190301 0.00095079383973740495 -0.0011522918656687558 -0.0070498916282654422 -0.013849510030090821 -0.0021457221814801712 -0.0064806413262760961 -0.0047092244877176385 -0.0044364298893803077 -7.7414433190015747e-05 0.013573525386061847 -0.0023498417844773399 0.0013625950268817087 -0.001571238952554718 -0.0025856288850222829
leaf_weight=645579 11199 22445 21244 2939 50325 2570 16760 647 14549 8467 9532 35448 41756 10685 23838 24523 47980 24953 872 331 75463 1076 7318 82298 26220 114 6329 22876 45049 42232
leaf_count=645579 11199 22445 21244 2939 50325 2570 16760 647 14549 8467 9532 35448 41756 10685 23838 24523 47980 24953 872 331 75463 1076 7318 82298 26220 114 6329 22876 45049 42232
internal_value=-2.84111e-06 -0.00264114 0.00223228 -0.00148044 -0.00334332 -0.00308339 -0.00216739 -0.000232952 -0.00185307 -0.000322384 -0.00361014 -0.00312377 -0.00158411 -0.00129897 -0.00218845 -0.00265264 -0.000136658 0.000145207 0.000807983 -0.000353621 -0.00253601 0.000556358 -0.00236373 -0.00430897 -0.000329707 -0.00532731 -0.00292137 0.00158401 -0.00211736 -0.00216415
internal_weight=1.32562e+06 607975 717642 229166 378809 328484 143841 72063 127081 85325 206738 121870 115882 101333 121746 86422 82272 73805 48852 48416 99301 50819 76890 84868 27296 3053 6660 23523 69572 52917
internal_count=1325617 607975 717642 229166 378809 328484 143841 72063 127081 85325 206738 121870 115882 101333 121746 86422 82272 73805 48852 48416 99301 50819 76890 84868 27296 3053 6660 23523 69572 52917
cat_boundaries=0 1 2 3 4 5
cat_threshold=1330 4224 6144 4224 614
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=5
split_feature=57 71 91 99 30 136 81 17 75 36 109 32 67 136 136 136 61 72 136 0 79 134 33 83 83 83 75 30 30 31
split_gain=2832.75 196.189 166.937 62.4997 41.3583 36.8649 34.3526 33.4179 36.2932 29.8615 39.6331 25.2217 21.3507 20.7733 19.7118 19.1632 17.4098 16.4125 16.1116 15.9316 15.8252 15.6944 16.6564 15.6399 15.4538 14.3939 13.8447 13.7275 13.4198 13.0865
threshold=191.19157409667972 238.37638854980472 -0.71583494544029225 -0.83516913652420033 1019.6499938964845 0 293.81210327148443 14.550000190734865 0.59468901157379161 17.050000190734867 0.29074518382549291 12.250000000000002 1.6549999713897707 1 2 3 0.58072221279144298 0.4990572482347489 4 149.50000000000003 7.0650000572204599 1016.5499877929689 11.84999990463257 246.78723144531253 245.23768615722659 268.95008850097662 0.61276277899742138 1017.2500000000001 1012.5499877929689 1015.2500000000001
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 7 5 16 23 8 24 10 -7 19 20 25 -13 -6 26 -1 -8 -5 -12 22 -14 -3 -2 -10 -4 -25 -11 -16
right_child=2 6 4 11 15 9 18 -9 13 28 12 14 21 -15 29 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0023983234136138046 -0.0048093179604841172 -0.0053746246916530765 -0.00072717056467917372 -0.0043922581290231242 -0.00017643544238149137 -0.0029424552774796704 -0.0012393791325955514 -0.0044129682193912566 -0.0037690689863484092 0.0035749053574509445 7.009203509414419e-05 0.0006015753419737884 -0.002055605217046575 -0.0038420698444763465 -0.0010958164793946476 -0.0039262285000981265 -0.0036661824435302998 0.00033126890745264413 0.0010535241568010235 -0.00240124007476139 0.0032792311373700807 -0.0052958886626992092 -3.5069052597866132e-05 -0.0006560632141060066 -0.0014361327587153333 -0.002188986708213696 -0.0024320978599640265 -0.0032324536188108721 0.00047325712219298158 -0.0026223991869285196
leaf_weight=646090 3770 2722 24338 14028 4153 17126 10142 72897 21950 5583 9697 9762 13929 124743 29080 19224 12375 9748 31234 35407 6362 1823 38096 18224 34175 41976 23313 7218 9291 27141
leaf_count=646090 3770 2722 24338 14028 4153 17126 10142 72897 21950 5583 9697 9762 13929 124743 29080 19224 12375 9748 31234 35407 6362 1823 38096 18224 34175 41976 23313 7218 9291 27141
internal_value=-2.70324e-06 0.00209984 -0.00254359 -0.00310084 -0.00129586 -0.00101205 -0.000425418 -0.00348177 -0.00318222 -0.000432877 -0.000786751 -0.0021123 -0.00025864 -0.00346599 -0.00147254 -0.00326182 -0.00199491 0.0023676 0.000491448 -0.00296622 0.00134144 -0.000735829 -0.000576041 -0.00177239 -0.00177127 -0.00273111 -0.0015613 -0.001387 0.00163747 -0.00183246
internal_weight=1.32562e+06 725378 600239 414929 185310 161933 69540 299511 226614 101907 87033 115418 69907 188669 65983 23377 60026 655838 41376 49435 16059 53848 52025 28164 37945 63926 47651 25442 14874 56221
internal_count=1325617 725378 600239 414929 185310 161933 69540 299511 226614 101907 87033 115418 69907 188669 65983 23377 60026 655838 41376 49435 16059 53848 52025 28164 37945 63926 47651 25442 14874 56221
cat_boundaries=0 1 2 3 4 5
cat_threshold=7297 820 50 16 7312
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=88 59 75 98 25 112 74 108 38 63 52 31 36 30 100 134 28 82 78 16 110 0 28 68 67 19 35 98 100 20
split_gain=2565.71 165.731 154.094 56.2444 52.0784 37.8955 29.045 28.1125 27.065 25.8798 22.6816 20.3826 19.6139 19.2516 17.8754 15.9599 17.4532 14.6531 16.756 14.5579 14.4803 13.927 24.5395 13.677 13.4934 13.395 11.8042 11.2855 10.8825 10.4602
threshold=-0.12589064240455625 246.42739868164065 0.5373087227344514 -0.8488895297050475 294.50000000000006 -0.84335932135581959 0.57128864526748668 -0.61800155043601979 16.050000190734867 0.34284436702728277 5.0950000286102304 1019.5499877929689 20.44999980926514 1012.6499938964845 0.77428364753723156 1018.8500061035157 1015.1499938964845 224.59059143066409 2.9050000905990605 15.405000209808351 -0.62507551908493031 171.50000000000003 1012.7500000000001 281.11828613281256 1.5249999761581423 10.405000209808351 12.34999990463257 -0.6897064447402953 0.46103045344352728 7.3450000286102304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 6 8 -4 17 12 23 -6 25 28 -5 -10 19 16 29 -1 -19 21 -2 26 -23 -3 -20 -7 -11 -18 -8 -9
right_child=2 4 5 7 9 10 11 15 13 14 -12 -13 -14 -15 -16 -17 27 18 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0054398162145214632 -0.0038002239557256498 -0.0042596337799875386 -0.0026743519868146393 -0.0052154170346636409 -0.0010091322324121642 0.00034371063065619442 -0.0025448185752187393 0.00012823873513636406 0.00014767096409659135 -0.0041927571505117125 0.0027097588740050233 -0.0046477880842306285 0.0092597040166118999 -0.0029168706485582061 -0.00097195000569200271 -0.011564263468455084 -0.00178378990175934 -0.0024891958747589697 0.001084347682317777 -0.0041203247633927118 0.0022482601267301314 -0.00038943438775917571 -0.0026231432317636357 -0.003355212502030538 -0.0010230311355670582 -0.0020585953433628753 -0.0026152104331413515 1.3227186971239566e-05 -0.0010266890620079059 0.0018701046637447294
leaf_weight=1715 991 83211 15547 3891 27777 19383 55292 40803 7150 21583 7592 9864 249 18093 14526 304 18787 10148 12954 18564 662631 14533 79870 83998 18364 8282 26317 16332 15009 10927
leaf_count=1715 991 83211 15547 3891 27777 19383 55292 40803 7150 21583 7592 9864 249 18093 14526 304 18787 10148 12954 18564 662631 14533 79870 83998 18364 8282 26317 16332 15009 10927
internal_value=2.30867e-06 -0.00237857 0.00203605 -0.00125991 -0.00298549 -0.00061792 -0.00195623 -0.000319104 -0.00357491 -0.00242716 0.000288889 -0.00251935 -0.00434481 -0.00204885 -0.00265173 -0.000127872 -8.78407e-05 -0.000910816 -0.0007235 -0.00280341 0.00223923 -0.00263162 -0.00227927 -0.00380529 -0.00015136 -0.000375462 -0.00332603 -0.000948092 -0.0022207 0.000496176
internal_weight=1.32469e+06 610261 714426 214639 395622 50804 123346 91293 192452 203170 35257 80165 4140 25243 175393 87153 86849 43181 41466 160867 663622 142303 94403 167209 31318 27665 47900 35119 70301 51730
internal_count=1324687 610261 714426 214639 395622 50804 123346 91293 192452 203170 35257 80165 4140 25243 175393 87153 86849 43181 41466 160867 663622 142303 94403 167209 31318 27665 47900 35119 70301 51730
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=7
split_feature=90 72 56 82 16 29 136 136 28 136 73 80 134 39 108 136 97 31 124 132 29 33 136 36 76 136 30 76 128 136
split_gain=2322.11 159.294 134.367 56.483 55.4049 51.9306 54.0746 51.1548 34.3125 32.5509 32.2248 28.1023 27.1902 26.3122 25.6276 24.1956 23.3715 19.5377 18.6046 17.8624 17.0536 18.0004 21.1523 16.5186 15.956 22.9571 15.4749 14.2795 13.9437 13.7569
threshold=-0.21241538226604459 0.39175382256507879 251.12186431884768 255.16619873046878 15.405000209808351 1014.4500122070314 0 1 1019.5499877929689 2 0.47028978168964392 285.98120117187506 1016.1499938964845 17.94999980926514 0.29742024838924414 3 -0.68499636650085438 1020.0499877929689 0.53727915883064281 1010.6499938964845 1012.7500000000001 11.949999809265138 4 15.84999990463257 3.6250000000000004 5 1014.3500061035157 1.685000002384186 2.5000000000000004 6
decision_type=2 2 2 2 2 2 1 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 1
left_child=2 28 3 13 7 6 -5 18 11 26 27 -9 24 -1 -11 -13 17 -12 23 20 21 -17 -23 -4 -8 -26 -3 -7 -2 -10
right_child=1 9 4 5 -6 10 12 8 29 14 16 15 -14 -15 -16 19 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0043556532058917135 0.0021559515176825454 0.0021760190771633529 -0.0026542199515250339 -0.0032548295493867473 -0.0044179760362303864 -0.0026881331287711124 -0.00080311806328741634 -0.0034572505222420073 -0.0051011342117147336 -0.0031708687270287448 -0.0021973251714205327 -0.0044308919105653611 -0.0043739472523797937 0.0012845944719866961 -0.00040265325794517352 -0.002437192871633262 -6.8143370884602438e-06 -0.0043917191026544419 -0.00068463864414986886 -0.0042473860110247806 -0.0020676424726513991 0.0041272012200132355 -0.00050189704362114279 0.00030390853567469262 0.0033545428217363312 0.00051667163299028282 -3.0692518329164112e-05 0.00054462626743779423 -0.010077786396953073 -0.0035020172939456504
leaf_weight=19154 648964 15596 34547 12089 50856 4246 17106 62584 17634 10656 59787 10479 2936 2318 38817 7211 10150 12216 36102 7580 76613 3302 9678 5466 8373 47631 16194 17473 233 58696
leaf_count=19154 648964 15596 34547 12089 50856 4246 17106 62584 17634 10656 59787 10479 2936 2318 38817 7211 10150 12216 36102 7580 76613 3302 9678 5466 8373 47631 16194 17473 233 58696
internal_value=2.19322e-06 0.00189033 -0.00231882 -0.00131471 -0.0028818 -0.00104273 -0.000150046 -0.00264499 -0.002986 -0.000196626 -0.00180017 -0.00260481 0.000343902 -0.00374676 -0.000998698 -0.00214035 -0.00225299 -0.00256963 -0.0015074 -0.0019098 -0.00172695 -0.000434237 0.000678499 -0.00225012 0.000533412 0.000941645 0.00105158 -8.73686e-05 0.00215156 -0.00387258
internal_weight=1.32469e+06 730460 594227 213479 380748 192007 88135 329892 253777 81263 103872 177447 76046 21472 49473 114863 82153 72003 76115 104384 96804 20191 12980 40013 73110 56004 31790 21719 649197 76330
internal_count=1324687 730460 594227 213479 380748 192007 88135 329892 253777 81263 103872 177447 76046 21472 49473 114863 82153 72003 76115 104384 96804 20191 12980 40013 73110 56004 31790 21719 649197 76330
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=4240 304 550 6144 514 34 6208
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=88 91 71 96 28 111 17 31 98 80 32 52 63 19 38 76 64 37 28 37 89 117 135 28 31 80 67 109 124 52
split_gain=2099.06 131.743 128.632 49.4154 36.5127 35.1132 31.4534 30.0922 26.352 25.1334 23.293 22.8845 19.3205 18.3908 18.2288 16.6529 19.4582 16.4382 13.9652 12.7442 12.6912 12.4959 12.2055 12.2217 15.3161 12.157 11.9133 11.7507 11.2622 11.161
threshold=-0.15695374459028241 -0.700313240289688 249.244255065918 -0.79595670104026783 1019.3500061035157 0.36863486468791967 15.405000209808351 1021.0499877929689 -0.71339526772499073 258.78181457519537 12.34999990463257 4.9549999237060556 0.31069482862949377 9.5450000762939471 13.550000190734865 2.7849999666213994 1.3849999904632571 15.449999809265138 1008.0499877929689 10.050000190734865 -0.50976821780204762 -0.76037701964378346 1021.7500000000001 1013.3500061035157 1005.4500122070314 280.78904724121099 37.444999694824226 -0.42578163743019098 -0.44618082046508784 5.9749999046325692
decision_type=2 2 2 2 2 2 2 2 2 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 26 6 8 17 7 9 14 -1 29 13 -11 19 18 -16 -17 -4 -3 -7 -18 -8 23 24 -14 -6 -2 -12 -29 -5
right_child=2 4 5 10 25 11 21 -9 -10 12 27 -13 22 -15 15 16 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0035312535583427959 0.0020372793442651237 -0.0049064045702813868 -0.0037212042051052996 -0.0016017110639986063 -0.0050413628941374617 -0.0029768685962566497 -0.001103594627648357 -0.0037791687104833716 0.00025995906854555891 -0.00057594561026678482 -0.0043622974535870943 0.0025701094366167138 -0.0031980446013428702 -0.001621735309480553 -0.0023491512630614405 0.0019048049297621568 -0.0014501540411053432 -0.00037871820799892744 -0.0016813313981834362 0.0010201579133936605 0.00020324597426192535 -0.0043706937606319586 -0.0058869067288156839 -0.0025918009865441398 -0.0010709072097259626 -0.0022795376453075863 -0.0095213991675459093 0.001765582896658585 -0.0009600339654431292 -0.0032853284874037529
leaf_weight=46131 656814 3641 9369 18138 5011 2198 3141 56042 44626 16177 2325 9242 11412 14279 11824 8593 25055 6056 42982 21512 21622 42904 2452 121693 32742 19451 223 4153 43353 21526
leaf_count=46131 656814 3641 9369 18138 5011 2198 3141 56042 44626 16177 2325 9242 11412 14279 11824 8593 25055 6056 42982 21512 21622 42904 2452 121693 32742 19451 223 4153 43353 21526
internal_value=2.08022e-06 -0.00216874 0.00182693 -0.00265425 -0.00104745 -0.000337698 -0.00293481 -0.00273996 -0.000769707 -0.00248742 -0.00161129 0.000338732 -0.00222639 -0.000204119 -0.00117378 -0.00064607 -0.000281727 -0.00240891 -0.00193319 0.00064962 -0.000684256 -0.00414783 -0.00238503 -0.00233326 -0.00162069 -0.00284529 0.00203336 -0.000891618 -0.000721759 -0.00251542
internal_weight=1.32469e+06 604994 719693 422189 182805 62656 332694 286649 158343 230607 89495 47231 184476 37989 113717 67094 55270 15425 46623 23710 46677 46045 168299 165847 44154 24462 657037 49831 47506 39664
internal_count=1324687 604994 719693 422189 182805 62656 332694 286649 158343 230607 89495 47231 184476 37989 113717 67094 55270 15425 46623 23710 46677 46045 168299 165847 44154 24462 657037 49831 47506 39664
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=6
split_feature=90 71 56 136 82 29 136 52 73 39 136 100 134 108 39 136 124 75 91 31 76 31 64 136 13 129 77 17 136 35
split_gain=1901.77 130.852 110.296 49.8878 48.9341 42.1871 47.8159 33.0716 28.8646 28.6275 27.7695 26.2007 23.582 22.8447 21.4508 21.19 18.7417 18.18 17.35 16.8487 16.9683 14.5243 14.462 13.835 14.4876 13.5147 13.1751 12.9093 12.6473 12.5056
threshold=-0.21241538226604459 236.59834289550784 251.12186431884768 0 259.06433105468756 1014.4500122070314 1 3.1450001001358037 0.47028978168964392 17.750000000000004 2 0.24422011524438861 1016.3500061035157 0.32328988611698156 15.84999990463257 3 0.53727915883064281 0.45069044828414923 1.0000000180025095e-35 1015.8500061035157 15.34500026702881 1019.8500061035157 28.595000267028812 4 1.3650000095367434 2.5000000000000004 2.3649998903274541 16.335000038146976 5 12.34999990463257
decision_type=2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2
left_child=2 22 4 16 9 6 -6 17 -7 -1 -3 -9 23 14 -12 29 -4 -5 -15 25 -21 -17 -2 26 -25 28 -8 -13 -19 -10
right_child=1 10 3 7 5 8 12 11 15 -11 13 27 -14 18 -16 21 -18 19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039199139569353857 0.0019440389377666626 -0.0020214388517812982 -0.0022018414630693493 0.00011943601451543649 -0.0030204801228732188 4.7799594388261281e-05 -0.00070545449896224294 -0.0039317821120705048 -0.0022757081912723517 0.00074439219028713791 -0.0035263518159069115 -0.0026831989186973126 -0.004232358351133554 0.00026066280969414256 0.0012501682870958892 -0.0022768934391115977 -0.00059785214459893835 0.00048872937293344425 0.0027148570616968952 -0.0037854535901364235 -0.0010249679504067948 -0.0045473459585935938 -0.0048080307669041483 -0.0010036456448110002 0.00073222261095635022 -0.0052479972533003953 0.0028783644318628207 -0.0044679797715580834 -0.0018090066625692594 -0.00019112536964686062
leaf_weight=22066 655376 17462 37975 9180 11979 21138 3416 77217 11646 3866 6758 146169 2667 37556 3604 41567 34993 8005 8910 22965 7348 8481 794 17104 40438 2241 10288 10886 23769 18823
leaf_count=22066 655376 17462 37975 9180 11979 21138 3416 77217 11646 3866 6758 146169 2667 37556 3604 41567 34993 8005 8910 22965 7348 8481 794 17104 40438 2241 10288 10886 23769 18823
internal_value=1.97621e-06 0.00171069 -0.00209848 -0.00260856 -0.00118875 -0.00090726 -9.14427e-05 -0.00288725 -0.00159657 -0.00322455 -0.00027817 -0.00317767 0.00038362 0.000257809 -0.00186503 -0.00202827 -0.00143243 -0.00196207 0.000731262 -0.00225912 -0.0031163 -0.00266111 0.00193587 0.000556467 0.000216209 -0.00149522 0.00198358 -0.00280691 -0.00123054 -0.00098758
internal_weight=1.32469e+06 730460 594227 380748 213479 187547 85892 307780 101655 25932 74290 234272 73913 56828 10362 80517 72968 73508 46466 64328 30313 50048 656170 71246 57542 34015 13704 157055 31774 30469
internal_count=1324687 730460 594227 380748 213479 187547 85892 307780 101655 25932 74290 234272 73913 56828 10362 80517 72968 73508 46466 64328 30313 50048 656170 71246 57542 34015 13704 157055 31774 30469
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=272 4240 7296 786 34 610
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=4
split_feature=57 99 88 136 16 52 29 80 30 136 91 67 31 136 72 30 134 111 76 99 37 19 80 59 83 52 136 72 124 16
split_gain=1721.55 113.001 103.988 50.1264 33.237 28.1084 27.9705 30.3443 26.4377 24.6669 23.0019 22.487 19.898 17.9582 24.8345 22.0975 23.7991 21.0463 17.9043 17.3648 16.3206 17.6873 15.5343 14.2316 14.0301 12.377 12.2854 14.5411 11.6751 11.4725
threshold=191.19157409667972 -0.70341771841049183 -0.54487821459770192 0 13.344999790191652 1.544999957084656 1021.0499877929689 244.67799377441409 1014.3500061035157 1 1.0000000180025095e-35 1.825000047683716 1017.0499877929689 2 0.6888328790664674 1014.2500000000001 1015.9500122070314 0.24803828448057177 7.055000066757203 -0.87472671270370472 16.750000000000004 10.405000209808351 265.70930480957037 246.42739868164065 230.85868835449222 0.10500000044703485 3 0.66539254784584057 -0.44618082046508784 16.335000038146976
decision_type=2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 10 3 5 6 -2 7 -5 9 -4 12 18 24 14 25 16 17 -15 -10 -13 21 -11 -7 -24 -1 -9 27 -26 -19 -6
right_child=2 -3 8 4 29 22 -8 13 11 20 -12 19 -14 15 -16 -17 -18 28 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0050761201248200006 0.00019454659032411528 0.0018361987488047628 -0.0027461114356201882 -0.004072557075345166 -0.0032132545102321781 -0.0028558564724871695 -0.0036740810592036117 0.0024831276895534581 -0.00099840366720215911 0.00079738480960892606 0.0017867583995385882 -0.0029475983688116649 -0.0024420311488989477 -0.0034531851151656532 -0.0032302039884411597 -0.0020554996743299614 -0.0042006448272867182 0.0031071218262610622 0.0021989939535124858 -0.0010372892497274055 0.0020000490016720326 -0.0015003105598860738 -0.0006430126470425917 -0.0019039724297757776 -0.00012512825348800515 -0.0015337086297326059 0.00051002261610348556 -0.0040058221051195832 5.0034743662133388e-05 -0.0046342327070626613
leaf_weight=1436 18669 660846 6612 17312 79529 31221 33112 2129 13081 22735 10363 22495 13555 3980 41514 54909 3840 3557 6581 25248 13310 13261 29214 95606 6848 19325 27776 3728 25602 17293
leaf_count=1436 18669 660846 6612 17312 79529 31221 33112 2129 13081 22735 10363 22495 13555 3980 41514 54909 3840 3557 6581 25248 13310 13261 29214 95606 6848 19325 27776 3728 25602 17293
internal_value=1.875e-06 0.00164233 -0.00197867 -0.00231339 -0.00270332 -0.00163889 -0.00234323 -0.00208727 -0.000684507 0.000119261 -0.000368787 -0.0013513 -0.000787547 -0.00186533 -0.00251597 -0.00141904 -0.000474354 -4.25678e-05 7.17862e-05 -0.00193737 0.000503966 -4.90909e-05 -0.00185835 -0.00160885 -0.000223897 -0.0011351 -4.22167e-05 -0.00149165 0.000422958 -0.00346705
internal_weight=1.32469e+06 724552 600135 476812 302102 174710 205280 172168 123323 55918 63706 67405 53343 154856 62968 91888 36979 33139 19662 47743 49306 35996 156041 124820 39788 21454 38352 10576 29159 96822
internal_count=1324687 724552 600135 476812 302102 174710 205280 172168 123323 55918 63706 67405 53343 154856 62968 91888 36979 33139 19662 47743 49306 35996 156041 124820 39788 21454 38352 10576 29159 96822
cat_boundaries=0 1 2 3 4
cat_threshold=1330 4240 6272 7312
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=7
split_feature=59 99 73 19 136 63 37 31 35 136 136 31 0 136 30 30 136 123 132 108 136 35 43 136 12 43 111 56 83 14
split_gain=1562.97 99.909 93.6271 61.804 34.606 33.624 32.3299 44.0075 25.2178 24.816 21.9666 23.8079 21.9558 21.0994 19.457 17.7661 16.7849 19.8958 16.7179 16.3395 16.1175 14.5073 13.3484 22.1023 12.7633 12.5762 11.8491 11.137 10.8875 10.7887
threshold=192.01247406005862 -0.71829289197921742 0.414638102054596 9.5450000762939471 0 0.34284436702728277 14.250000000000002 1013.1499938964845 12.449999809265138 1 2 1016.0499877929689 173.50000000000003 3 1000.2500000000001 1015.3500061035157 4 -0.44618082046508784 1013.4500122070314 0.20840496569871905 5 10.34999990463257 1.5500000119209292 6 3.185000061988831 11.550000190734865 -0.62326443195343006 256.25694274902349 256.94656372070318 0.70499998331069957
decision_type=2 2 2 2 1 2 2 2 2 1 1 2 2 1 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2
left_child=2 3 -1 5 -4 25 12 14 -3 -9 -7 26 -5 21 -8 18 17 -10 24 -17 -16 -14 23 -11 29 27 -12 -2 -22 -6
right_child=1 8 4 6 15 10 7 9 16 22 11 -13 13 -15 20 19 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017582131295589604 0.00035947507166236148 -0.00143055323081309 -0.0027637960087279626 -0.0034348236759034118 -0.004998838890492581 -0.0026006563907616676 -0.0027030741519765366 -0.00085073821866579269 0.0021925302528671832 0.001681064898550297 -0.0035359788276537831 -0.0025222911369755952 -0.0029895137624204051 -0.0031359956968197741 -0.0016336173120412118 -0.0034633805545344464 -0.00081028342191384823 -0.00018227433576763899 -0.003165717362678996 -0.00011726932067473115 -0.0015466020789519123 -0.0015291354193033646 -0.004335753791580947 -0.0027191500834534378 -0.0033660523879901942 0.0033706968027614271 0.0001241725454629289 -0.0013274231152869975 0.0017158811909511033 0.0015729611525527613
leaf_weight=652218 24835 35229 10485 93334 636 43329 6404 20827 16779 2990 2408 17055 23581 64890 7135 4374 22176 18592 2259 21992 3074 60988 11932 61447 1429 2467 27056 16145 15212 34572
leaf_count=652218 24835 35229 10485 93334 636 43329 6404 20827 16779 2990 2408 17055 23581 64890 7135 4374 22176 18592 2259 21992 3074 60988 11932 61447 1429 2467 27056 16145 15212 34572
internal_value=9.17819e-06 -0.0018851 0.00156497 -0.00216211 -9.89365e-05 -0.00123839 -0.00249326 -0.00185368 -0.000376976 -0.00238208 -0.00179061 -0.00103533 -0.00283314 -0.0024574 -0.000239904 0.000329573 0.000268001 0.000943999 0.00100884 -0.000672374 0.000380612 -0.00193611 -0.00279922 -0.00251513 0.00126624 -9.63973e-05 -0.00017496 -0.000305117 0.0011668 0.00145425
internal_weight=1.32585e+06 597885 727965 505109 75747 133295 371814 129021 92776 97196 89848 46519 242793 149459 31825 65262 57547 35371 38896 26366 25421 84569 76369 64437 36637 43447 29464 40980 18286 35208
internal_count=1325850 597885 727965 505109 75747 133295 371814 129021 92776 97196 89848 46519 242793 149459 31825 65262 57547 35371 38896 26366 25421 84569 76369 64437 36637 43447 29464 40980 18286 35208
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=6272 784 7297 918 2866 5268 32
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=5
split_feature=89 75 91 99 115 37 109 75 67 135 31 136 136 17 83 30 125 136 91 120 31 108 134 136 100 19 136 33 26 95
split_gain=1410.88 91.5379 87.5935 43.3331 29.1043 25.6012 36.4859 22.9347 21.2061 18.9092 27.5216 21.151 16.8246 16.4937 16.02 15.9504 15.3387 14.5624 13.3051 13.1049 13.0447 12.5511 12.1223 12.0697 12.1442 11.3462 11.313 10.2228 12.3266 10.0941
threshold=-0.19709702581167218 0.54095977544784557 -0.62594574689865101 -0.87970706820487965 -0.8703225553035735 16.750000000000004 0.1663293391466141 0.63563320040702831 1.7450000047683718 1014.7500000000001 1014.2500000000001 0 1 15.405000209808351 218.04786682128909 1014.0499877929689 -0.28400452435016627 2 -0.20872657001018521 0.0087262028828263907 1020.1499938964845 -0.61800155043601979 1016.5499877929689 3 0.2065352946519852 10.960000038146974 4 11.84999990463257 308.50000000000006 -0.58381727337837208
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2
left_child=2 21 3 7 29 6 -4 13 -5 10 11 -10 -8 -1 -13 -7 26 -12 -6 -19 22 -2 27 24 -9 -18 -16 -14 -29 -3
right_child=1 4 5 8 18 15 12 23 9 -11 17 14 20 -15 16 -17 25 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013893331367001445 -0.0033274772894721842 -0.00079257392108510779 -0.0030460497984673945 0.0002419510609817198 -0.00040885826003613911 0.0017329074051071443 -0.0015991203139968985 -0.0030582170942705651 -0.0024628124836792186 -0.0041165943524320214 0.000144289826337849 -0.0040850506981313173 -0.00097508067220380317 -0.0035681848694011906 0.0068548688911266118 -0.00072469667611776197 0.0005066229594111654 -0.0019223428500852577 0.0014165932439302411 -0.0033815886712550503 -0.0021473358101707796 0.0016615911737099202 -0.0044823599873210591 -0.0031141947604028586 -0.001787775048115256 -0.0014629024968580882 0.0014062620798401418 -0.00025330934700352759 0.0014178297243799065 -0.0033594709865141814
leaf_weight=55216 1263 6714 19234 15227 27111 15101 33174 32250 12044 7765 7117 2331 15648 10307 1206 11731 19056 81613 15799 18960 7869 668362 1463 124420 45138 11866 4486 24131 20332 8916
leaf_count=55216 1263 6714 19234 15227 27111 15101 33174 32250 12044 7765 7117 2331 15648 10307 1206 11731 19056 81613 15799 18960 7869 668362 1463 124420 45138 11866 4486 24131 20332 8916
internal_value=8.71441e-06 0.00148643 -0.0017916 -0.00213991 -0.000409603 -0.000739722 -0.0010476 -0.00254484 -0.00154406 -0.00170745 -0.00158956 -0.000632597 -0.000673023 -0.00173207 -6.5942e-05 0.000658438 0.000189913 -0.00204267 0.000263253 -0.00219722 -0.000230349 0.00165218 1.45995e-05 -0.00280873 -0.00231691 -0.000249162 0.00257521 0.000124048 0.000510868 -0.00225684
internal_weight=1.32585e+06 728165 597685 449002 58540 148683 121851 267331 181671 166444 158679 50989 102617 65523 38945 26832 36614 107690 42910 100573 69443 669625 61574 201808 77388 30922 5692 60111 44463 15630
internal_count=1325850 728165 597685 449002 58540 148683 121851 267331 181671 166444 158679 50989 102617 65523 38945 26832 36614 107690 42910 100573 69443 669625 61574 201808 77388 30922 5692 60111 44463 15630
cat_boundaries=0 1 2 3 4 5
cat_threshold=4240 7297 16 1844 512
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=3
split_feature=91 99 56 31 63 64 136 80 38 136 67 127 67 34 133 34 25 36 16 43 30 31 136 22 58 36 57 77 11 87
split_gain=1275.14 82.3795 81.2561 49.2176 38.6774 30.9678 26.8888 25.9443 31.915 25.6219 19.1311 18.8413 16.5375 15.7239 15.4277 14.0047 14.7073 15.1312 12.9255 14.1006 12.6271 14.6983 14.7509 14.1239 11.8724 11.7136 11.3568 11.1754 11.0008 12.3427
threshold=-0.20872657001018521 -0.76606804132461537 190.55718994140628 1019.8500061035157 0.34477773308753973 1.7250000238418581 0 278.99095153808599 16.650000572204593 1 1.5649999976158144 -0.30069434642791742 1.1150000095367434 12.34999990463257 1012.4500122070314 11.84999990463257 307.50000000000006 16.849999427795414 10.405000209808351 10.949999809265138 1013.5499877929689 1000.4500122070314 2 7.6449999809265146 159.99692535400393 14.250000000000002 267.03131103515631 5.2750000953674325 4.9500000476837167 0.88059628009796154
decision_type=2 2 2 2 2 2 1 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 14 4 18 -3 -6 8 -8 10 -5 25 -13 -7 26 -4 17 -17 19 -1 21 -15 23 -23 -16 -9 -2 -10 -14 -30
right_child=2 5 15 9 6 13 7 11 27 -11 -12 12 28 20 24 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00029379059050399362 0.0015935319200671965 0.00098572303002772248 -0.001784933792915585 0.0025036748845741388 -0.0024878294398279427 -0.0016968289719453168 -0.0028108922922513531 -0.0004258029498554318 -0.00061854680607241409 -0.0037082170235892813 -0.0023636941822621329 0.0016890023387621462 -0.00062792284316027407 -0.0020338335208660617 -0.015193383430712857 -0.0012825812297144171 0.0012403288257553666 0.0010920944706121498 -0.001642568845163479 0.003457485165476826 -0.0010432981946244002 0.0014079019380789182 -0.0002652123701315513 0.0060096091220716921 -0.0018660052950916742 0.0027481432382275859 -0.0013491692113115422 0.0035880144589234054 -0.0022583676047410869 -0.00066766208999145457
leaf_weight=36623 663912 25120 12940 2100 134453 43379 51749 7763 4911 54978 52207 4381 27628 4830 200 22394 17248 9577 18410 2689 35875 7040 10172 2185 1016 4647 3295 2327 45085 16716
leaf_count=36623 663912 25120 12940 2100 134453 43379 51749 7763 4911 54978 52207 4381 27628 4830 200 22394 17248 9577 18410 2689 35875 7040 10172 2185 1016 4647 3295 2327 45085 16716
internal_value=8.27916e-06 -0.00170955 0.00140794 -0.00201833 -0.00173438 -0.000589069 -0.00196267 -0.00153502 -0.00237593 -0.00294689 -0.00217508 -0.00106819 -0.00131039 -0.00097135 0.00156874 -0.000321224 6.35945e-05 -0.000571241 -0.000549219 -3.71977e-05 -0.000447731 0.000434177 0.00104873 0.00249514 -0.00405801 0.000762701 0.001579 0.000733853 -0.00145733 -0.00182811
internal_weight=1.32585e+06 595268 730582 466667 357382 128601 299660 165207 58987 109285 54307 106220 93810 103481 668423 62159 49219 31971 57722 39312 60102 24227 19397 9225 1216 12410 667207 7238 89429 61801
internal_count=1325850 595268 730582 466667 357382 128601 299660 165207 58987 109285 54307 106220 93810 103481 668423 62159 49219 31971 57722 39312 60102 24227 19397 9225 1216 12410 667207 7238 89429 61801
cat_boundaries=0 1 2 3
cat_threshold=7297 1936 806
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=4
split_feature=89 74 88 136 52 120 114 122 16 39 132 29 136 73 115 136 80 32 111 136 124 39 134 29 4 67 77 38 29 52
split_gain=1155.29 74.4727 72.888 40.3105 28.8932 25.7213 24.6643 22.1964 21.26 17.389 16.5711 17.598 16.9019 16.2755 16.477 14.565 14.393 14.2235 13.8169 12.6918 12.2689 14.2904 12.1912 25.7115 12.1762 11.5315 10.7992 10.4869 10.4047 10.7096
threshold=-0.19709702581167218 0.48246324062347418 -0.56124243140220631 0 1.6950000524520876 0.0087262028828263907 -0.8338540494441985 0.26722820103168493 14.550000190734865 17.750000000000004 1016.2500000000001 1015.6499938964845 1 0.414638102054596 -0.84335932135581959 2 270.45161437988287 12.250000000000002 -0.37090282142162317 3 0.55191597342491161 16.44999980926514 1008.9500122070314 1011.9500122070314 4.2500000000000009 2.9750000238418584 3.1450001001358037 17.94999980926514 1012.8500061035157 18.214999198913578
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 20 8 -3 13 10 24 11 12 -5 -4 -15 -13 27 -18 -14 -8 21 -1 23 -19 -9 -17 -23 -6 29 -20
right_child=1 6 7 5 16 -7 19 9 -10 -11 -12 15 18 14 -16 25 17 22 28 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021497293838930831 0.0015049499467174867 -0.0016880425588450536 0.0013239386241182699 -0.0025183112989136495 -0.0026076817175547389 -0.0030042701826026269 -0.001095494323553307 -0.0018869468031962073 -0.0028495495446232344 0.0021658378273947099 -0.0040972788388658025 -0.0035790512402943879 -0.0032725110102806705 -0.0015559427486972737 -0.00012707526953272937 -0.00049592780288065764 -0.0018997081761802971 0.0032044315131409826 0.00039064403983833255 0.00086225942760283941 0.0019600182070704515 -0.0010363948207038384 -0.0026945223589678238 -0.00071937044509541711 -0.0051113213161349397 -0.0020920815651498392 0.004592908327006472 0.00070442437263058214 -0.00117847489527076 -0.0025116079296797064
leaf_weight=5759 661962 20635 13327 17875 30934 77370 10862 8117 53528 1828 7124 14192 5269 28316 70184 13313 35581 4656 27681 34706 9117 1616 6107 40411 4580 75419 1802 2590 37398 3591
leaf_count=5759 661962 20635 13327 17875 30934 77370 10862 8117 53528 1828 7124 14192 5269 28316 70184 13313 35581 4656 27681 34706 9117 1616 6107 40411 4580 75419 1802 2590 37398 3591
internal_value=7.8628e-06 0.00134504 -0.00162123 -0.00190712 -0.00119026 -0.00220554 -0.000253897 -0.000554796 -0.00196365 -0.0023936 -0.00172873 -0.00164208 -0.00113884 -0.000315958 -0.000537835 -0.00209101 -0.00147192 -0.00113192 -0.000804896 0.00039554 0.000660916 -0.000629692 -0.000598079 -0.000313991 -0.00305003 -0.00185239 0.00193142 -0.00235179 -0.000615675 5.73751e-05
internal_weight=1.32585e+06 728165 597685 471333 138573 332760 66203 126352 255390 14525 201862 194738 91814 111827 98500 102924 120279 86755 73939 45568 18294 9177 51174 45067 12697 88732 3418 33524 68670 31272
internal_count=1325850 728165 597685 471333 138573 332760 66203 126352 255390 14525 201862 194738 91814 111827 98500 102924 120279 86755 73939 45568 18294 9177 51174 45067 12697 88732 3418 33524 68670 31272
cat_boundaries=0 1 2 3 4
cat_threshold=306 4224 6144 7312
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=6
split_feature=72 88 67 16 136 52 19 123 29 57 122 2 116 16 30 116 127 110 36 136 136 136 34 90 28 136 35 57 136 35
split_gain=1046.46 107.636 45.4109 39.0446 33.2279 28.5918 28.5095 24.6686 31.4391 24.2883 20.4991 19.2651 17.6735 21.3666 15.7373 15.1671 18.1124 14.9397 14.6462 14.4117 12.9827 12.6607 12.3092 12.2543 12.2303 18.5145 12.1044 11.934 11.5395 11.8384
threshold=0.39175382256507879 -0.54487821459770192 1.7050000429153445 13.344999790191652 0 2.7050000429153447 9.5450000762939471 -0.43049471080303187 1012.3500061035157 182.40215301513675 1.0000000180025095e-35 159.50000000000003 -0.78257837891578663 16.335000038146976 1014.4500122070314 0.13052122294902804 -0.9099266231060027 0.017501517198979858 18.050000190734867 1 2 3 12.550000190734865 -0.39450715482234949 1015.9500122070314 4 12.449999809265138 251.0934753417969 5 11.650000095367433
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 1 2 2 1 2
left_child=2 3 -1 4 7 6 28 8 26 21 24 18 -5 19 -13 -9 -17 -4 -11 -14 -18 -7 -22 -10 25 -6 -2 -19 29 -3
right_child=1 5 17 12 10 9 -8 15 23 11 -12 14 13 -15 -16 16 20 27 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014401034681705916 -0.00019615339888808824 -0.0017578773138922064 -0.0036717334389107232 -0.00056959141379627062 -0.0025446546899216519 0.0033132583864154785 -0.0022571358856664971 -0.0028308556115630517 -0.0009808197665685432 -0.0018241498084386393 -0.0028745088663738763 0.0015581912492169125 -0.001421762834408775 -0.0039134378968543699 -0.00033462669908204093 0.0012575782139342484 4.9694407359023997e-05 0.00070603051887426405 0.0032801500626093057 -0.0026493029447298322 -0.0029834800486926109 0.00029148608138526206 -0.0011651905296746934 0.001198716567613259 -0.002138177502654064 -0.00080352139994058528 0.0035035666054318276 -0.0017602371254016348 -0.00086812365966091134 0.001448052375602772
leaf_weight=662544 3208 3627 3713 11600 20248 9437 27498 16946 44716 16881 43436 20119 32688 25489 24178 6987 11079 12936 1533 89955 15506 5492 23285 7536 67891 62142 7112 7901 26194 13973
leaf_count=662544 3208 3627 3713 11600 20248 9437 27498 16946 44716 16881 43436 20119 32688 25489 24178 6987 11079 12936 1533 89955 15506 5492 23285 7536 67891 62142 7112 7901 26194 13973
internal_value=7.46727e-06 -0.00144942 0.00136186 -0.00180731 -0.00149678 -0.000272335 -0.000995304 -0.000898661 -0.000168393 0.000391522 -0.0019177 -3.99668e-05 -0.00244904 -0.00259622 0.000525061 -0.00151792 -0.00112661 -0.000749799 -0.00139921 -0.00232246 -0.00146064 0.00220404 -0.00189153 -0.000666478 -0.00164128 -0.00123183 0.0023535 -0.000229132 -0.000203007 0.000786929
internal_weight=1.32585e+06 638756 687094 489824 330092 148932 71292 136375 62572 77640 193717 62711 159732 148132 44297 73803 56857 24550 18414 122643 49870 14929 38791 52252 150281 82390 10320 20837 43794 17600
internal_count=1325850 638756 687094 489824 330092 148932 71292 136375 62572 77640 193717 62711 159732 148132 44297 73803 56857 24550 18414 122643 49870 14929 38791 52252 150281 82390 10320 20837 43794 17600
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=818 1296 48 611 4224 566
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=5
split_feature=88 75 67 100 136 77 92 115 36 31 72 136 31 127 52 80 64 17 136 60 135 136 2 28 67 136 31 116 13 87
split_gain=960.836 71.035 61.4309 43.5773 33.5562 35.8038 26.8838 26.875 24.9217 28.9078 21.8773 21.193 18.7082 17.1828 15.0679 14.9591 14.8009 13.9287 13.741 13.3702 12.9784 12.6245 12.2456 12.1183 13.285 12.7429 11.9327 12.2149 11.8573 11.0876
threshold=-0.25964178144931788 0.49841138720512396 1.7050000429153445 0.3510108888149262 0 2.1250000000000004 0.081882726401090636 -0.8703225553035735 16.94999980926514 1012.6499938964845 0.67273926734924328 1 1021.1499938964845 -0.3172925859689712 4.8849999904632577 206.1313400268555 1.1050000190734866 15.405000209808351 2 0.29112395644187933 1015.9500122070314 3 1.0000000180025095e-35 1016.1499938964845 12.175000190734865 4 1015.2500000000001 0.96359375119209301 2.3149999380111699 0.85948190093040477
decision_type=2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2
left_child=2 -2 4 8 10 -6 11 -3 15 21 19 -5 13 -13 26 -4 -7 23 -8 -1 28 -10 -11 24 -17 -25 -9 -28 -15 -30
right_child=1 7 3 6 5 16 18 14 9 22 -12 12 -14 20 -16 17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0016499070815636455 0.0013548588933171811 -0.0018593607582857987 -0.0038386021678160371 -0.0015412248335084575 -0.0016323237174306886 0.0026229461124771892 -0.0010457709933794637 0.000508369934129363 0.0044131357679120919 0.0028257688266378513 -0.0030567310615927704 0.0022929103856359438 -0.0031401466042709639 -0.00051291189179767337 0.0016855730174574583 -0.0010989329586444405 0.00055542415185846569 -0.003327978117664887 -0.001982298465171188 -0.0011441137601833655 -0.0042421669590159182 0.00016953225569173267 -0.0023522814469482674 -0.0017999283366502276 -0.0025946718699290158 -0.0030224591461196306 -0.0015536001214490358 0.0044551671573320817 -0.0011489196564962454 0.0022695945783128202
leaf_weight=5407 666216 19599 17378 38534 13684 14275 58138 24444 2980 1245 13290 8556 4430 29654 14411 43787 21992 28039 120578 20574 1862 4249 13774 37259 22460 50243 15681 894 3248 8794
leaf_count=5407 666216 19599 17378 38534 13684 14275 58138 24444 2980 1245 13290 8556 4430 29654 14411 43787 21992 28039 120578 20574 1862 4249 13774 37259 22460 50243 15681 894 3248 8794
internal_value=-4.65867e-06 0.0011906 -0.00152063 -0.00173822 -0.000312941 0.000546841 -0.00131643 -0.000267941 -0.00225979 -0.000672642 -0.00140633 -0.000637154 -2.07658e-05 0.000244396 0.000294756 -0.00243709 0.00136922 -0.00230311 -0.00167781 -0.00056264 -0.000157989 0.00192521 -0.00192305 -0.00211621 -0.00160604 -0.00250245 -0.000193873 -0.00122951 2.43965e-05 0.00134754
internal_weight=1.32568e+06 741245 584430 495208 89222 49951 273794 75029 221414 22248 39271 95078 56544 52114 55430 199166 36267 181788 178716 25981 43558 7229 15019 153749 66247 87502 41019 16575 41696 12042
internal_count=1325675 741245 584430 495208 89222 49951 273794 75029 221414 22248 39271 95078 56544 52114 55430 199166 36267 181788 178716 25981 43558 7229 15019 153749 66247 87502 41019 16575 41696 12042
cat_boundaries=0 1 2 3 4 5
cat_threshold=7297 7297 274 802 916
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=5
split_feature=73 115 67 89 19 33 29 136 136 3 30 68 111 108 28 72 53 39 56 136 136 80 36 31 8 112 136 28 24 16
split_gain=867.706 82.6075 49.2854 46.9677 31.6192 22.9861 22.5194 23.1676 20.2614 25.6513 21.5144 17.1999 16.8485 14.3729 12.8124 12.466 11.9137 11.0801 10.2659 9.81737 9.69206 9.47832 9.46136 9.30246 9.16894 9.14943 9.01939 9.00989 8.93446 8.81607
threshold=0.41970869898796087 -0.82409480214118946 1.5249999761581423 -0.35104349255561823 9.5450000762939471 11.750000000000002 1014.5499877929689 0 1 118.50000000000001 1012.7500000000001 287.72355651855474 -0.89863058924674977 -0.18695564568042752 1008.0499877929689 0.6558017134666444 5.3550000190734872 16.150000572204593 241.15334320068362 2 3 269.86892700195318 14.750000000000002 1013.2500000000001 1.0000000180025095e-35 -0.74892720580101002 4 1018.5499877929689 338.50000000000006 16.335000038146976
decision_type=2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 1 2 2 2
left_child=2 4 -1 5 6 14 7 15 9 -7 12 29 -11 -4 -3 -2 20 -9 19 -15 24 -10 -13 -24 -5 -12 -8 -18 -23 -6
right_child=1 3 13 16 11 8 26 17 21 10 25 22 -14 18 -16 -17 27 -19 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012960951811847509 0.00026841240655963122 -0.0042635891218547736 -0.00369852266401116 0.0071820351495268985 -0.0024021780435682654 -0.0015251058607516446 -0.00064512677558230323 0.00045218312841002788 -0.0031453020392648613 -0.0036668715092437265 -0.00099305428664879297 -0.00194508097076934 0.0027878772301254719 0.0017039573097110579 -0.0016635219798629747 -0.002466470697011983 0.0018821898010582647 0.0032513995885179838 -0.001435914890954392 -0.00070744670185070746 -0.00081986423623072987 -0.0012234100906836857 0.00070137187885822849 -0.0014175314209745244 0.00048708426133887257 0.00051010214277682922 -0.0023907112038304267 -0.0017420388268404897 0.004383397862853639 -0.0039013298184606619
leaf_weight=668210 7030 5131 3550 521 131963 24753 10778 12870 6623 1108 17702 96204 11546 8235 61870 10230 16482 4874 12157 8641 20373 68214 6839 21351 27766 23646 23782 1914 718 10594
leaf_count=668210 7030 5131 3550 521 131963 24753 10778 12870 6623 1108 17702 96204 11546 8235 61870 10230 16482 4874 12157 8641 20373 68214 6839 21351 27766 23646 23782 1914 718 10594
internal_value=-4.42754e-06 -0.0013591 0.0012035 -0.000738072 -0.00189127 -0.00108932 -0.000941831 -4.79413e-05 -0.000753548 -0.000192245 0.000418665 -0.00213868 0.00222269 -0.000695368 -0.00186264 -0.00135177 0.000421184 0.0012204 -0.000328158 0.000469839 1.14042e-05 -0.00133842 -0.00170903 -0.000903478 0.000610179 -0.000133433 -0.00184721 0.00150511 -0.00116501 -0.00251359
internal_weight=1.32568e+06 624882 700793 288367 336515 221311 69564 35004 154310 78755 54002 266951 12654 32583 67001 17260 67056 17744 29033 16876 48660 75555 124394 28190 28287 41348 34560 18396 68932 142557
internal_count=1325675 624882 700793 288367 336515 221311 69564 35004 154310 78755 54002 266951 12654 32583 67001 17260 67056 17744 29033 16876 48660 75555 124394 28190 28287 41348 34560 18396 68932 142557
cat_boundaries=0 1 2 3 4 5
cat_threshold=6800 818 563 630 176
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=88 97 31 99 31 81 75 52 93 67 80 28 31 19 17 83 76 58 133 76 120 43 36 38 17 120 15 38 12 64
split_gain=786.699 58.7264 52.767 39.5781 22.7231 20.7393 20.4217 19.6233 18.737 16.9783 16.2078 16.076 15.4065 15.3591 13.4138 12.8361 12.1923 12.0936 12.0804 11.9517 11.7406 10.6289 10.2021 10.0215 9.91907 9.76231 9.25672 9.00952 9.4935 8.74094
threshold=-0.25964178144931788 -0.77187955379486073 1019.8500061035157 -0.8483867049217223 1000.4500122070314 255.86176300048831 0.60673132538795482 3.5449999570846562 -0.27788737416267389 1.7050000429153445 221.15399932861331 1005.9500122070314 1013.4500122070314 9.5450000762939471 15.405000209808351 291.51220703125006 1.325000047683716 183.31321716308597 1015.6499938964845 2.185000061988831 0.31729258596897131 10.650000095367433 21.849999427795414 14.150000095367433 16.335000038146976 1.0000000180025095e-35 2.4450000524520878 14.34999990463257 0.94499999284744274 17.204999923706058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 -5 -2 9 13 10 19 22 -8 15 -7 21 27 -4 -9 -3 -1 -18 26 -6 -15 -11 -14 -10 -13 -29 -12
right_child=1 18 16 4 8 7 11 17 14 24 29 12 25 23 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0018993056077092497 -0.0034188828300832463 0.0012199746312637244 -0.0044693749361662859 -0.0024704020389284065 -0.0039912293265535288 8.3781541819402593e-05 -0.0030622424009333167 0.0033086701051691495 -0.00024571666293083885 -0.0012302811150119355 0.0002114554835463146 -0.0021768217082546531 -0.0016364421091490024 -0.0031454213258747935 -0.0028484135034911821 0.00016751017263431174 -0.0019083219493760994 0.00045550415303267585 -0.0071054696944358522 0.00058046351071905367 -0.0031059562131944083 0.002246785612901217 0.014234807029885206 -0.00067777741785571841 -0.0043144148340826275 -0.0026243501209403473 -0.0012973433130536811 -0.0031608377903670271 0.00026793479770349386 0.0021522527208179313
leaf_weight=6030 5119 676406 5983 14077 2732 24319 21278 5144 42274 42358 61019 18764 94481 8113 7624 18826 98004 13360 436 25021 25864 3033 79 8348 2778 34008 41436 2542 9808 6411
leaf_count=6030 5119 676406 5983 14077 2732 24319 21278 5144 42274 42358 61019 18764 94481 8113 7624 18826 98004 13360 436 25021 25864 3033 79 8348 2778 34008 41436 2542 9808 6411
internal_value=-4.20725e-06 0.00107733 -0.00137594 -0.00112202 -0.000542297 -0.000365438 -0.00149748 -0.000101782 -0.000377409 -0.000801012 0.000240905 -0.00176318 -0.00160826 -0.000714551 -0.000837644 -0.000863021 -0.00226487 0.00124867 0.00121461 9.89007e-05 -0.00215839 -0.000660914 -0.00347901 -0.00189399 -0.0014201 -0.00189792 -0.000766266 -0.00148656 -0.000437809 0.000395979
internal_weight=1.32568e+06 741245 584430 454579 178685 64403 275894 59284 164608 76187 70241 199707 178429 40780 94367 49940 129851 18504 676842 31051 123868 86743 2811 16461 45136 128489 83710 31114 12350 67430
internal_count=1325675 741245 584430 454579 178685 64403 275894 59284 164608 76187 70241 199707 178429 40780 94367 49940 129851 18504 676842 31051 123868 86743 2811 16461 45136 128489 83710 31114 12350 67430
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=6
split_feature=72 88 67 31 136 80 52 16 36 19 126 2 136 38 136 133 28 116 30 136 30 68 76 136 128 53 78 100 136 40
split_gain=712.56 74.6575 32.8134 32.7745 27.0256 28.8763 23.5663 23.4973 21.0093 20.1654 19.3116 19.0465 18.6629 17.2082 16.428 16.2136 22.3195 15.8135 15.7542 14.7903 13.8331 13.6643 13.4365 17.5589 16.522 12.579 12.2936 12.1725 12.1367 16.1312
threshold=0.39175382256507879 -0.48239289224147791 1.1150000095367434 1020.3500061035157 0 277.85595703125006 3.1450001001358037 14.550000190734865 16.849999427795414 9.5450000762939471 -0.47714059054851526 169.50000000000003 1 18.050000190734867 2 1016.6499938964845 1013.7500000000001 -0.63605400919914235 1014.4500122070314 3 997.35000610351574 287.96470642089849 3.2649999856948857 4 2.5000000000000004 0.54500001668930065 4.8949999809265146 0.02535346616059542 5 5.6499998569488534
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2
left_child=2 3 22 4 20 8 9 10 27 -3 14 13 -5 21 -7 16 -12 -9 -13 -20 -2 -8 24 -24 25 -1 -18 -6 -4 -30
right_child=1 6 28 12 5 7 11 17 -10 -11 15 18 -14 -15 -16 -17 26 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011875337021062565 -0.004444237305289203 -7.2239567930808092e-05 0.00025560250490461379 -0.0032119908666074742 -0.0030061297318385266 0.0040173914196718558 -0.0027363229353264957 7.9166450925975015e-07 0.00015473042082034903 -0.0017775190377501923 0.000265550447799983 0.0022504704358272351 -0.0018034411940467264 0.0039892950890998069 0.00018447694277794814 -0.0029939249147669616 0.00010466503746059371 -0.0022972616901835636 -0.0030133243494481132 0.00078845188955750016 -0.0018588793357698975 0.00012881770193124692 0.00474041026119368 0.00087551343601187978 -0.017163291864752073 -0.00088646985075252537 -0.0012333700816347401 -0.0016167222959381567 -0.0019143190645225863 0.025231663530523127
leaf_weight=635000 5491 43349 21837 34578 28641 3938 7976 9555 10682 28890 54801 18856 73960 1736 9594 7126 21346 34571 2936 19434 89588 8701 6049 5738 123 7396 87676 35061 10991 55
leaf_count=635000 5491 43349 21837 34578 28641 3938 7976 9555 10682 28890 54801 18856 73960 1736 9594 7126 21346 34571 2936 19434 89588 8701 6049 5738 123 7396 87676 35061 10991 55
internal_value=-3.99689e-06 -0.00120661 0.00111338 -0.00148246 -0.00127246 -0.00104156 -0.000146912 -0.00076316 -0.00189731 -0.000754219 -0.000515244 0.000588702 -0.00225264 -0.000748311 0.00130301 -0.000659174 -0.000557616 -0.00179964 0.00118586 0.000288485 -0.00200798 -0.00124147 0.00119084 0.00286371 0.00116015 0.00116366 -0.000971389 -0.00224141 -0.000427832 -0.00177755
internal_weight=1.32568e+06 638486 687189 506608 398070 302991 131878 228607 74384 72239 184481 59639 108538 18413 13532 170949 163823 44126 41226 22370 95079 16677 654306 11787 642519 642396 109022 63702 32883 11046
internal_count=1325675 638486 687189 506608 398070 302991 131878 228607 74384 72239 184481 59639 108538 18413 13532 170949 163823 44126 41226 22370 95079 16677 654306 11787 642519 642396 109022 63702 32883 11046
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6272 2150 514 7296 2614 819
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=5
split_feature=73 115 88 66 19 136 80 33 136 31 132 30 72 136 12 30 136 10 108 41 31 33 136 64 58 120 41 52 21 100
split_gain=644.629 64.2059 42.1689 41.2057 19.2758 18.4161 16.6726 16.4336 16.4513 17.6833 20.406 22.0498 15.03 14.8697 18.8772 15.7954 13.5047 13.3831 12.4793 12.4359 12.7411 11.9605 11.2838 10.8941 10.643 10.4187 10.3678 10.1989 10.1875 9.85925
threshold=0.41970869898796087 -0.8703225553035735 -0.48239289224147791 1.435000002384186 9.5450000762939471 0 221.15399932861331 11.750000000000002 1 1019.1499938964845 1010.5499877929689 1012.7500000000001 0.60331347584724437 2 1.2549999952316286 1020.0499877929689 3 1.0000000180025095e-35 -0.18695564568042752 1.5500000119209292 1011.9500122070314 11.949999809265138 4 15.84500026702881 178.37760925292972 -0.16504132002592084 10.84999990463257 5.9749999046325692 5.6949999332427987 0.078988134860992446
decision_type=2 2 2 2 2 1 2 2 1 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=3 4 6 -1 5 19 -3 25 -9 10 11 23 -7 15 -15 17 29 21 -5 -2 -21 -4 -11 -10 -19 27 28 -8 -16 -6
right_child=1 2 13 18 16 12 7 8 9 22 -12 -13 -14 14 26 -17 -18 24 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011202472650349779 0.0039438523262715864 -0.0030019214353756377 -0.017709072671355085 -0.0036927987325526507 -0.0024828239938695243 0.0001359966445620878 -0.00037987822057277434 -0.0015976791237111939 0.00069375615908098852 0.0014020309538984017 -0.002070415333705224 -0.00030439401010886322 -0.0018797276995519193 -0.0023889970476229029 -0.0018157304217338473 -0.0035512591557029503 -0.0021996248478924219 0.0025282246059991323 -0.00039875292774010712 0.0031470386848698609 -0.001660824017603005 0.0081705708866989905 -0.002047005902090063 0.0030463583506203855 0.00049359345416043004 -0.0023542789462383234 0.0032815996301851186 -0.0018811468532067947 0.00020670206150436954 -0.0010666339515792568
leaf_weight=669493 2803 10709 47 3203 15669 13007 22618 38296 13372 2678 11649 63455 31997 10045 7637 2023 154138 7747 28097 2061 4158 891 20455 7786 37732 28270 2301 22634 33720 56984
leaf_count=669493 2803 10709 47 3203 15669 13007 22618 38296 13372 2678 11649 63455 31997 10045 7637 2023 154138 7747 28097 2061 4158 891 20455 7786 37732 28270 2301 22634 33720 56984
internal_value=-3.79596e-06 -0.00117142 -0.00071354 0.00103735 -0.00173242 -0.000883682 -0.00107322 -0.000983886 -0.000696056 -0.000406692 -0.00010843 0.000161684 -0.00129686 0.000138342 -0.000434592 0.000773455 -0.00193461 0.000962106 -0.00073584 0.00117748 -6.74802e-05 0.00687383 -0.00164801 0.0015595 0.000840177 -0.00160123 1.49851e-05 -0.00113078 -0.000166761 -0.00137187
internal_weight=1.32568e+06 624882 344065 700793 280817 54026 241922 231213 157691 119395 96262 84613 45004 102143 53703 48440 226791 46417 31300 9022 6219 938 23133 21158 45479 73522 43658 45252 41357 72653
internal_count=1325675 624882 344065 700793 280817 54026 241922 231213 157691 119395 96262 84613 45004 102143 53703 48440 226791 46417 31300 9022 6219 938 23133 21158 45479 73522 43658 45252 41357 72653
cat_boundaries=0 1 2 3 4 5
cat_threshold=32 7172 614 1808 144
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=6
split_feature=75 91 64 102 28 136 34 136 13 11 3 1 31 136 136 34 40 76 128 38 136 13 132 37 28 81 136 35 53 38
split_gain=588.088 60.2112 27.0303 22.4913 20.0051 19.8588 19.3567 21.3475 23.2251 19.7254 17.9078 15.5041 18.6228 21.2072 15.3796 15.2551 14.516 14.0073 14.057 13.3202 12.6024 12.4316 12.1777 12.3357 12.1203 12.0157 11.5823 11.5317 11.4147 11.382
threshold=0.40202172100543981 -0.700313240289688 1.1050000190734866 0.35831110179424291 1019.0499877929689 0 12.050000190734865 1 0.72500002384185802 1.0000000180025095e-35 169.50000000000003 161.50000000000003 1013.4500122070314 2 3 10.84999990463257 9.7500000000000018 3.5049999952316289 13.500000000000002 16.050000190734867 4 2.5749999284744267 1013.3500061035157 16.650000572204593 1012.7500000000001 285.99618530273443 5 12.050000190734865 0.78499999642372142 16.849999427795414
decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 1 1 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2
left_child=2 3 17 19 6 -6 20 8 -8 -10 29 27 13 -13 -14 -15 22 18 28 25 -3 -4 -9 -24 -21 -2 -19 -5 -1 -11
right_child=1 4 21 11 5 -7 7 16 9 10 -12 12 14 15 -16 -17 -18 26 -20 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010694082577822085 -0.0023092907966855572 -3.2667444664019104e-05 4.5228338240936055e-05 -0.0025264178037301931 -0.0001304684284909357 -0.0029340366506877165 -0.0036685760794071655 -0.00039459472726603413 0.0075384616041691034 -0.0013058981204925851 0.0015212517315655824 -0.0014486742565158243 -0.00058757314420744208 -0.0017933359226254997 -0.0017249974129036668 0.0017648934818903677 0.0034782318359109217 0.00088953753417703456 -0.016212597628266125 0.00052799581790333801 -0.0019473837147506374 -0.0026498824492419905 -0.0039472051939168388 0.0038579324027523398 -0.0015441233974443256 -0.0014554858252836629 0.0041414085779113178 -0.0012067667783503776 -0.00087911302091133532 0.0019359079557916511
leaf_weight=636241 109474 13785 32175 26725 11298 14337 2726 77159 1151 11400 36174 12085 65547 3620 54418 17941 2304 4654 118 10332 22841 4935 4179 576 22264 66080 6710 43500 7606 3551
leaf_count=636241 109474 13785 32175 26725 11298 14337 2726 77159 1151 11400 36174 12085 65547 3620 54418 17941 2304 4654 118 10332 22841 4935 4179 576 22264 66080 6710 43500 7606 3551
internal_value=-7.58216e-06 -0.00110852 0.000999595 -0.00144143 -0.000394742 -0.00169963 -0.000204514 6.45545e-05 0.000830604 0.00106538 0.000919647 -0.00109352 -0.000812164 0.000227378 -0.00110372 0.00116694 -0.000435792 0.00107394 0.00104323 -0.00181556 -0.00122728 -0.000313176 -0.000545935 -0.00300172 -0.000887321 -0.00198791 0.00281407 -0.00170898 0.00104639 -0.000535939
internal_weight=1.32591e+06 633467 692439 431986 201481 25635 175846 139220 55002 52276 51125 223836 153611 33646 119965 21561 84218 655329 643965 208150 36626 37110 81914 4755 32596 175554 11364 70225 643847 14951
internal_count=1325906 633467 692439 431986 201481 25635 175846 139220 55002 52276 51125 223836 153611 33646 119965 21561 84218 655329 643965 208150 36626 37110 81914 4755 32596 175554 11364 70225 643847 14951
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1170 562 5264 914 4166 7552
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=4
split_feature=90 96 62 136 19 35 41 91 38 80 120 82 127 66 0 136 136 136 31 38 29 59 132 37 3 40 18 30 134 54
split_gain=534.08 44.546 36.0505 24.7386 21.3239 17.5801 14.7958 12.8314 12.7394 13.3559 12.5202 12.4657 16.9292 14.1398 12.1535 11.8531 11.6036 11.3711 10.3077 9.69735 9.43131 9.37859 9.11226 8.58037 7.95755 7.80039 7.77871 7.68789 16.1745 7.7545
threshold=-0.29734760522842402 -0.8093113601207732 0.34381058812141424 0 9.5450000762939471 12.650000095367433 10.84999990463257 1.0000000180025095e-35 14.050000190734865 282.40290832519537 0.0087262028828263907 266.46606445312506 -0.095842104405164705 1.1549999713897707 163.50000000000003 1 2 3 1013.5499877929689 16.650000572204593 1013.3500061035157 264.46513366699224 1017.0499877929689 11.050000190734865 173.50000000000003 7.2500000000000009 16.335000038146976 1012.8500061035157 1009.9500122070314 3.2849999666213994
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 10 6 14 -1 8 9 -2 26 19 15 -14 -5 20 -10 -15 -6 25 -13 22 -3 -16 -18 -7 -4 28 -19 -29
right_child=1 21 3 5 18 11 -8 -9 16 -11 -12 12 13 17 23 -17 24 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00015578748511711153 -0.0036943438300185583 0.0010144076183715028 -0.0014126012434226341 -0.0022458890635676078 0.0001795489345574596 -0.0014813724806443645 0.0032868501417279415 0.0012500610029890127 -0.0021408629721519131 -0.00091207284896124017 -0.0023580711516115408 0.0073866900497164328 0.0017346240783653038 0.002367997744731485 -9.2045567122200849e-05 0.00031955133427211862 -0.00086722406378567465 0.0009274655926117311 -0.0016414314953077155 -5.4095115588010229e-05 0.001953458884189835 -0.00053714906467648878 -0.009328951424426626 -0.0013992008189635753 0.0011756913680322386 -0.0035003207575113045 -0.0029413889437985416 -0.0022501779089833074 -0.0015602833814495438 -0.00089928078843013674
leaf_weight=49855 5437 676740 153029 35367 10711 17313 4082 9982 4912 20871 56887 1126 5894 2771 15938 11269 6911 15076 28315 8281 2748 9924 213 59133 15363 6611 8799 13015 11531 57802
leaf_count=49855 5437 676740 153029 35367 10711 17313 4082 9982 4912 20871 56887 1126 5894 2771 15938 11269 6911 15076 28315 8281 2748 9924 213 59133 15363 6611 8799 13015 11531 57802
internal_value=-7.20447e-06 0.00087167 -0.001153 -0.00132668 -0.000251393 -0.00100062 0.000392749 -0.000395622 -0.000702707 -0.00148708 -0.00171994 -0.000654419 -0.000422136 -0.000645365 -0.0014817 0.00114176 5.63317e-05 -0.000785369 -0.00114165 -0.00152882 0.00352356 0.000988783 0.00101115 -0.00112168 0.000541589 -0.00203928 -0.00149573 -0.000875212 -0.000150681 -0.00114755
internal_weight=1.32591e+06 750353 575553 482590 92963 263875 53937 63476 53494 26308 218715 153437 121232 106089 110438 15143 27186 100195 39026 32205 3874 686877 676953 75071 22274 23924 161828 97424 26607 70817
internal_count=1325906 750353 575553 482590 92963 263875 53937 63476 53494 26308 218715 153437 121232 106089 110438 15143 27186 100195 39026 32205 3874 686877 676953 75071 22274 23924 161828 97424 26607 70817
cat_boundaries=0 1 2 3 4
cat_threshold=6337 512 5188 16
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=74 115 67 89 16 31 38 87 109 12 121 61 13 132 35 56 31 77 22 81 132 30 34 20 6 53 34 135 58 36
split_gain=482.783 47.1742 33.1393 29.5283 16.4441 16.5601 22.113 17.8001 15.9955 14.4395 14.3215 12.8013 12.342 11.3047 10.4443 9.873 10.4348 10.2921 9.70167 9.27887 8.98912 13.0202 17.1458 13.353 8.9614 8.9266 13.5026 8.83108 8.75778 8.73103
threshold=0.44679887592792517 -0.82409480214118946 1.1150000095367434 -0.50976821780204762 13.344999790191652 1013.6499938964845 14.34999990463257 0.85948190093040477 -0.14587600529193875 0.95499998331069957 0.18222858756780627 0.31295754015445715 0.76499998569488536 1015.8500061035157 11.550000190734865 269.59506225585943 1025.549987792969 4.8150000572204599 5.9649999141693124 227.70060729980472 1014.4500122070314 1012.7500000000001 11.949999809265138 6.4849998950958261 4.7500000000000009 40.164999008178718 8.7500000000000018 1017.5499877929689 178.37760925292972 17.44999980926514
decision_type=2 2 2 2 2 2 2 2 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 27 11 5 6 7 -2 29 -8 -7 -3 -5 14 -14 16 17 -10 -9 -13 21 22 -21 -24 -19 -26 -27 -1 -16 -4
right_child=1 3 8 12 -6 10 9 18 15 -11 -12 19 13 -15 28 -17 -18 24 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00096900787214193379 -0.0021163495950522085 0.00013059205691795409 -0.0036980898607545764 -0.003163355253848111 -0.0019367922720547907 -0.0012241948298274442 -0.0018447899844891123 -0.0017745353455483779 -0.00057002128945496096 0.0010593756692594404 -0.0024021812111034101 -0.0026796556128238572 -0.00085090032315495053 -0.0037250963385498537 0.0018263337973534596 -0.0012373722860921303 -0.0076338945971094543 0.0030329254513016325 0.0011461605522277735 -0.0018788388175422458 -0.0026514505156553358 -0.0011496502210293993 -0.00090579035857813448 0.0017260657812462365 0.00078316882296989372 -0.040654783002261462 -0.0045264585647015023 -0.0096188478119822642 0.00034883944986686868 0.00076712343569913734
leaf_weight=666568 24578 24818 4958 2704 112424 119379 5251 4248 12405 23147 32916 8678 15169 1741 11990 12158 395 5279 8598 8417 7806 115051 7474 13569 12974 29 239 197 61341 1405
leaf_count=666568 24578 24818 4958 2704 112424 119379 5251 4248 12405 23147 32916 8678 15169 1741 11990 12158 395 5279 8598 8417 7806 115051 7474 13569 12974 29 239 197 61341 1405
internal_value=-6.84404e-06 -0.00104154 0.000872916 -0.000562467 -0.00144557 -0.00119238 -0.000529683 -0.001328 -0.000370711 0.000522374 -0.0014788 -0.000926425 0.000165146 0.000264882 0.000343374 -2.80513e-05 0.000441376 0.000544517 0.000180326 -0.00108937 -0.000998764 -0.000909491 2.84088e-05 0.00079129 0.00129101 0.000596588 -0.00843587 0.00096588 0.000590417 -0.00271214
internal_weight=1.32591e+06 609299 716607 278758 330541 218117 65822 37424 49842 28398 152295 185813 92945 90241 88500 43479 31321 30926 12846 160995 152317 144511 29460 21043 18521 13242 268 666765 73331 6363
internal_count=1325906 609299 716607 278758 330541 218117 65822 37424 49842 28398 152295 185813 92945 90241 88500 43479 31321 30926 12846 160995 152317 144511 29460 21043 18521 13242 268 666765 73331 6363
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=5
split_feature=96 29 136 19 58 136 111 135 29 37 43 136 72 52 83 30 20 52 109 119 80 136 15 136 10 40 22 124 37 65
split_gain=437.45 44.9626 37.7728 42.7374 26.5174 22.0743 21.8656 22.7473 24.6578 18.5784 18.2926 21.2731 17.8522 14.9342 16.536 14.1367 14.0606 13.3465 13.0367 12.9757 12.9466 12.4999 12.3992 12.3257 11.8735 11.2787 10.0939 9.83884 9.76385 9.6691
threshold=-0.63076740503311146 1019.9500122070314 0 10.405000209808351 209.51638793945315 1 -0.62326443195343006 1019.4500122070314 1014.5499877929689 14.150000095367433 1.0000000180025095e-35 2 0.66539254784584057 0.22500000149011615 272.76644897460943 1012.5499877929689 7.3849999904632577 17.835000038146976 -0.42578163743019098 0.63605400919914257 280.17343139648443 3 0.84499999880790722 4 0.65000000596046459 10.750000000000002 6.0250000953674325 -0.026175950653851029 13.750000000000002 1.3049999475479128
decision_type=2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2
left_child=1 2 12 6 -2 22 -4 8 21 -5 11 -11 13 14 -1 -12 -13 20 -6 -10 -18 27 -3 -7 -15 -23 -14 28 -8 -21
right_child=4 5 3 9 18 23 7 -9 19 10 15 16 26 24 -16 -17 17 -19 -20 29 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025796265205883604 0.00090945664832442789 0.011971302532646886 -0.0027331264235166478 -0.0013564933307046408 -0.0032663284982887017 -0.0028802875750558975 0.00068682852879543409 -0.0086344807209900506 -0.0010313005335892756 0.0032473968982679405 0.00072975174176501817 -0.0011223834813243901 -0.0029090459693762141 0.0017976333796796953 -0.001934274819110134 -0.0025472042899283946 -0.0013732185919673359 -0.00068243799978720944 -7.0383128616449258e-05 0.0025091726691158622 0.0020053775783456357 0.00023643310340888937 0.0002790196818241298 -0.0017125380278699321 -0.0013504648980457604 0.004243691507983878 -0.0016128962813495185 0.001312816139891815 0.0049148867320045527 1.5804430302367722e-05
leaf_weight=6191 670333 233 6148 118747 3430 30812 2023 706 33411 4746 4316 25064 19069 3236 3018 13860 3514 14448 45768 4633 14684 37997 8445 85519 40247 1841 70753 24325 4201 24188
leaf_count=6191 670333 233 6148 118747 3430 30812 2023 706 33411 4746 4316 25064 19069 3236 3018 13860 3514 14448 45768 4633 14684 37997 8445 85519 40247 1841 70753 24325 4201 24188
internal_value=-6.50183e-06 -0.000995811 -0.0007764 -0.000489109 0.000827225 -0.00184069 0.000182249 0.000316685 0.000364337 -0.000958774 -0.000373051 3.32203e-05 -0.00145935 -0.000728805 0.00110032 -0.00176907 -0.000231632 0.000452172 -0.000293199 -0.000360739 0.00135298 0.00100541 0.000592269 -0.00202205 -0.00111618 0.000421511 -0.00188807 0.00176613 0.00354063 0.000416615
internal_weight=1.32591e+06 606375 481366 338852 719531 125009 139473 133325 132619 199379 80632 62456 142514 52692 9209 18176 57710 32646 49198 62232 18198 70387 8678 116331 43483 39838 89822 30549 6224 28821
internal_count=1325906 606375 481366 338852 719531 125009 139473 133325 132619 199379 80632 62456 142514 52692 9209 18176 57710 32646 49198 62232 18198 70387 8678 116331 43483 39838 89822 30549 6224 28821
cat_boundaries=0 1 2 3 4 5
cat_threshold=7296 16 48 550 2148
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=7
split_feature=75 98 66 35 136 2 30 31 28 31 136 110 136 39 39 13 91 28 78 108 77 136 136 87 136 13 85 7 58 136
split_gain=398.886 41.2146 35.7719 25.3065 18.6647 17.935 19.1595 16.283 14.8311 17.9172 16.6744 13.4412 13.341 13.2889 12.9758 12.9074 11.8337 11.6728 11.4664 16.7662 24.1228 15.9947 10.9405 13.195 10.2096 10.0052 9.59281 9.11007 8.9682 8.53317
threshold=0.49375553429126745 -0.85270488262176503 1.2749999761581423 12.449999809265138 0 167.50000000000003 1015.9500122070314 1020.0499877929689 1005.9500122070314 1013.0499877929689 1 0.0093600186519324797 2 17.94999980926514 17.94999980926514 0.78499999642372142 1.0000000180025095e-35 1008.8500061035157 3.6250000000000004 0.90846040844917308 0.99500000476837169 3 4 0.83973324298858654 5 1.185000002384186 0.86282780766487133 3.2500000000000004 267.53207397460943 6
decision_type=2 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 1 1 2 1 2 2 2 2 1
left_child=2 7 18 17 -5 13 15 8 26 22 27 14 -8 25 -4 -7 28 -3 19 20 -1 -20 -10 -24 -9 -6 -2 -11 -13 -17
right_child=1 3 11 4 5 6 12 24 9 10 -12 16 -14 -15 -16 29 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0040355057719469022 -0.0028204206649358036 -0.0028849796831898131 -0.002597956155917713 -0.0010220743405707953 -0.0033419764549515799 -0.0030423280338022097 0.0031216664745891132 -0.0026285706419821621 -0.0012162958923231874 5.4292208708413705e-05 -0.0016478559525884475 0.00025720983164740068 -0.00069250773766982342 0.0038296507676414248 0.0011120387973503098 -0.00028091592583919764 0.0021842875836604199 -0.00091385727999080909 0.00036268654343604668 0.0008724832810732213 0.00026633062799620658 0.0029604801614657073 -0.00069655449851047828 0.0011327143520204707 -0.0014773784807558706 -0.00048146931940074554 -0.00044540048726724141 -0.0011071480618737475 -0.0011908136128150133 0.0020115363202912978
leaf_weight=4045 19617 8199 10440 34253 3392 1478 2565 33285 20366 26816 113766 30553 20903 1650 3044 4649 5588 89483 9879 634262 16767 14841 19879 19556 46007 30941 5428 45584 16450 32220
leaf_count=4045 19617 8199 10440 34253 3392 1478 2565 33285 20366 26816 113766 30553 20903 1650 3044 4649 5588 89483 9879 634262 16767 14841 19879 19556 46007 30941 5428 45584 16450 32220
internal_value=-6.17726e-06 -0.000989602 0.000758599 -0.000469153 -1.78052e-05 0.000334003 0.000850641 -0.00133092 -0.00114653 -0.0010285 -0.00127037 -0.000352057 -0.000274592 -0.000553434 -0.00176043 0.00153927 9.04046e-06 -0.0010793 0.000866553 0.000826662 -0.00056977 0.00192365 -0.000275559 0.000210535 -0.00196114 -0.000764079 -0.00230568 -0.000676872 -0.000249566 0.00172294
internal_weight=1.32591e+06 580037 745869 229733 132051 97798 61815 350304 271012 245967 186166 66075 23468 35983 13484 38347 52591 97682 679794 655074 20812 24720 59801 39435 79292 34333 25045 72400 47003 36869
internal_count=1325906 580037 745869 229733 132051 97798 61815 350304 271012 245967 186166 66075 23468 35983 13484 38347 52591 97682 679794 655074 20812 24720 59801 39435 79292 34333 25045 72400 47003 36869
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=7232 916 144 5505 6272 2149 148
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=5
split_feature=90 98 99 121 75 38 136 30 29 136 108 32 136 54 82 132 36 77 109 136 38 41 97 127 136 30 35 11 100 83
split_gain=369.55 30.2663 29.0724 20.5857 16.5604 14.6312 12.6235 14.3978 18.2557 12.7214 12.0074 11.8206 11.4283 10.6545 10.4191 9.87591 9.76127 9.54766 9.2317 12.9679 9.1864 9.01526 8.87416 8.71037 8.35559 8.64955 8.30237 8.20541 10.1282 7.99875
threshold=-0.29734760522842402 -0.74384984374046315 -0.87313678860664357 0.1650413200259209 0.55189776420593273 13.949999809265138 0 1005.3500061035157 1014.2500000000001 1 0.33523181080818182 12.449999809265138 2 0.13499999791383746 265.94642639160162 1017.0499877929689 15.949999809265138 1.3049999475479128 -0.77325367927551258 3 14.34999990463257 8.6500000953674334 -0.71420413255691517 0.68832838535308849 4 1012.9500122070314 2.2500000000000004 5.8500001430511483 0.6570996642112733 260.35368347167974
decision_type=2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2
left_child=1 3 5 4 13 10 -6 20 14 -10 -2 26 16 -1 -9 -4 -5 -15 -13 27 -8 -11 23 29 -18 -26 -3 28 -20 -19
right_child=2 11 15 12 6 -7 7 8 9 21 -12 18 -14 17 -16 -17 24 22 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0030152896423535722 -0.0031515900420763599 0.0030139265840777325 0.00080908977568296125 -0.0015753812597285033 -0.0019818149000251236 0.00033809280295304652 -0.0026072753082373445 -0.0015145231643265119 -0.00044056784182580264 -0.0013030926308626152 -0.00063530631280507045 -0.0029958715719730039 -0.0024831143053803736 -0.002281332860547121 0.00016433476848483114 -0.0072856898678945936 0.0038919783313622158 -0.0012909353504997785 0.001350633389100687 -2.9253700852885271e-05 -0.00046565921824732906 -0.0034079231526994028 0.0014715520954132117 -0.0011414667155112558 0.0029940480709058867 -0.001891878255264256 -0.0009726031039850049 0.00066125102439054141 0.0056082415234050727 0.00059667333130177652
leaf_weight=2380 6708 1350 698891 49598 37854 27514 20859 11310 48421 129669 16168 2119 36970 6063 50529 377 1429 7410 3260 46749 6589 5295 7019 23518 1269 3165 40096 7536 2444 23133
leaf_count=2380 6708 1350 698891 49598 37854 27514 20859 11310 48421 129669 16168 2119 36970 6063 50529 377 1429 7410 3260 46749 6589 5295 7019 23518 1269 3165 40096 7536 2444 23133
internal_value=-1.06346e-05 -0.000962976 0.00072114 -0.00113265 -0.00096989 -0.000438782 -0.00112606 -0.00100715 -0.000885633 -0.00113615 -0.00137316 -0.00018881 -0.00180188 -0.000272349 -0.000142719 0.000804726 -0.00134707 -0.000388885 0.00024758 0.000362148 -0.00209317 -0.00138557 -0.000201034 -0.000418194 0.00058199 -0.000492427 -0.000842752 0.00174285 0.0031749 0.000138723
internal_weight=1.32569e+06 576034 749658 472480 380049 50390 310526 272672 245224 183385 22876 103554 92431 69523 61839 699268 55461 67143 62108 59989 27448 134964 61080 54061 5863 4434 41446 13240 5704 30543
internal_count=1325692 576034 749658 472480 380049 50390 310526 272672 245224 183385 22876 103554 92431 69523 61839 699268 55461 67143 62108 59989 27448 134964 61080 54061 5863 4434 41446 13240 5704 30543
cat_boundaries=0 1 2 3 4 5
cat_threshold=6144 400 1968 658 784
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=3
split_feature=90 98 99 30 18 136 87 29 136 83 38 29 31 38 74 68 118 34 114 11 132 52 18 66 111 136 82 33 8 35
split_gain=333.519 27.3154 26.2379 18.8059 16.1302 15.0555 16.4931 17.7596 14.5872 13.621 11.4461 11.3495 14.0409 21.6615 11.2274 10.9112 10.509 10.1652 9.50315 8.97283 8.91301 8.84193 9.38548 8.5545 8.52917 8.21781 11.8527 8.23633 9.77339 7.89121
threshold=-0.29734760522842402 -0.74384984374046315 -0.87313678860664357 1019.8500061035157 16.335000038146976 0 0.87287431955337536 1014.3500061035157 1 252.31724548339847 13.949999809265138 1005.8500061035157 1012.6499938964845 16.150000572204593 0.64017215371131908 278.59765625000006 -0.79332312941551197 12.449999809265138 -0.95368063449859608 4.9500000476837167 1017.0499877929689 0.14500000327825549 6.9049999713897714 0.49500000476837164 -0.01792950369417667 2 210.5561447143555 14.34999990463257 1.0000000180025095e-35 11.34999990463257
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=1 3 9 4 5 14 11 -8 23 -2 18 -7 13 -13 21 -14 -6 -3 -11 29 -4 24 -23 -5 -1 26 -19 28 -28 -17
right_child=2 17 20 8 16 6 7 -9 -10 10 -12 12 15 -15 -16 19 -18 25 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0037522785613915617 -0.0033585564004798181 -0.00079033033656362149 0.0007686352676400587 0.0069176287198363731 0.00025311859870956834 -0.0019850712448226684 0.0010965015302049073 -0.00074920867313359597 -0.0022110336424141226 -0.0034110865268847075 0.00051274196088097834 -0.00035616459516032832 -0.0015091296026374826 0.003088045114544918 -0.0016374280977343864 -0.001535188858620749 -0.0028376678140540549 -0.004300229585833433 -0.00057507524312570206 -0.00099197974221486296 -0.0069214054110054851 -0.0025451906828700779 -0.00036474568898362165 -0.0011199863760931199 -0.00072681115952445046 -6.5625507916093308e-05 0.014241012053486582 -7.9842895409683545e-05 0.0024528357005074277 0.00042543537308605277
leaf_weight=2206 3650 41076 698891 333 3322 18696 26569 25582 56107 3566 25966 23953 47651 5640 76196 6295 15978 860 17208 49280 377 6341 22261 56238 2051 49906 180 3943 7589 27781
leaf_count=2206 3650 41076 698891 333 3322 18696 26569 25582 56107 3566 25966 23953 47651 5640 76196 6295 15978 860 17208 49280 377 6341 22261 56238 2051 49906 180 3943 7589 27781
internal_value=-1.01033e-05 -0.000914828 0.000685083 -0.00107602 -0.000899491 -0.000819788 -0.00059148 0.000191112 -0.00163971 -0.000416843 -0.00018712 -0.000819142 -0.000683412 0.000300252 -0.00130415 -0.00090561 -0.00230567 -0.00017937 -0.0010619 -0.000560605 0.000764489 -0.000531721 -0.000848146 -0.00107248 0.00159428 0.000222305 0.00136425 0.00178135 0.00272596 6.32412e-05
internal_weight=1.32569e+06 576034 749658 472480 359802 340502 231447 52151 112678 50390 46740 179296 160600 29593 109055 131007 19300 103554 20774 83356 699268 32859 28602 56571 4257 62478 12572 11712 7769 34076
internal_count=1325692 576034 749658 472480 359802 340502 231447 52151 112678 50390 46740 179296 160600 29593 109055 131007 19300 103554 20774 83356 699268 32859 28602 56571 4257 62478 12572 11712 7769 34076
cat_boundaries=0 1 2 3
cat_threshold=7296 1936 530
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=5
split_feature=75 97 66 34 30 29 136 95 121 35 78 136 108 76 39 108 136 20 2 86 55 136 28 30 109 40 83 136 127 53
split_gain=302.408 35.1917 25.8434 21.267 19.2491 24.9537 20.3602 19.085 13.3819 13.2257 12.6826 15.1385 14.8145 20.6164 12.4595 14.765 15.7106 12.0868 12.0838 12.041 11.9868 13.6157 12.8875 11.8907 10.9018 9.74695 9.74663 10.8638 9.91213 9.64582
threshold=0.48156274855136877 -0.7583254575729369 1.435000002384186 12.449999809265138 1015.7500000000001 1005.8500061035157 0 -0.93670168519020069 0.026175950653851036 11.750000000000002 3.685000061988831 1 0.90846040844917308 0.67500001192092907 20.849999427795414 -0.4235850572586059 2 5.7850000858306894 111.50000000000001 0.87871414422988903 9.6549997329711932 3 1012.6499938964845 1007.7500000000001 -0.26182191073894495 8.2500000000000018 264.77610778808599 4 0.63605400919914257 3.5249999761581425
decision_type=2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 2 2
left_child=2 4 10 -3 5 19 9 29 25 -6 12 -12 13 -1 15 -5 18 -9 -17 -2 21 -19 -23 -20 -16 -8 27 -4 -28 -7
right_child=1 3 26 14 6 7 8 17 -10 -11 11 -13 -14 -15 24 16 -18 20 23 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0059557422147692267 -0.0023935094686329873 -0.00090372811749070208 -0.00015279563275526461 -0.0029223132505995647 -0.0014045491948181177 -7.3466408270469249e-05 -0.001388422129205739 -0.0015495336314552267 -0.002671192413691478 -0.00026363106632463828 0.00041222085987547966 0.0028511157239025056 0.00075037057778690837 -0.0001358862871862679 0.0094482632418241199 -0.00016715759576051145 -0.00035486284219933269 -0.0014218659873451638 0.011261383907137087 0.00017383980227127791 -0.0011029202122150527 0.0011726415245845538 -0.00031836001482679974 0.0016091087760531548 0.0016975868863490764 -0.0035216892243095411 0.0010578431551242118 -0.00246336973409862 -0.00063181169619955539 0.0019041220021510095
leaf_weight=1646 27743 52902 10814 3412 49606 13908 107929 32109 30676 52057 10972 15180 633959 20150 674 12338 33220 15075 323 5467 45325 23553 37676 26237 1388 5634 15859 9609 19174 11077
leaf_count=1646 27743 52902 10814 3412 49606 13908 107929 32109 30676 52057 10972 15180 633959 20150 674 12338 33220 15075 323 5467 45325 23553 37676 26237 1388 5634 15859 9609 19174 11077
internal_value=-9.59897e-06 -0.000855026 0.000664952 -0.000130691 -0.00106148 -0.000712256 -0.00136246 -0.000478382 -0.00174444 -0.000820256 0.000749367 0.00182913 0.000706305 -0.000575393 0.000396363 0.000291675 0.000443733 -0.000686675 0.00112556 -0.00197087 -0.000458887 -7.63283e-05 0.000255143 0.00172649 0.00423103 -0.00149426 -0.000373035 -0.0012412 0.000133074 0.00080329
internal_weight=1.32569e+06 588329 737363 130494 457835 211933 245902 178723 144239 101663 681907 26152 655755 21796 77592 75530 72118 153738 38898 33210 121629 76304 61229 26560 2062 113563 55456 20423 35033 24985
internal_count=1325692 588329 737363 130494 457835 211933 245902 178723 144239 101663 681907 26152 655755 21796 77592 75530 72118 153738 38898 33210 121629 76304 61229 26560 2062 113563 55456 20423 35033 24985
cat_boundaries=0 1 2 3 4 5
cat_threshold=912 5505 914 4240 816
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=5
split_feature=99 31 136 136 67 19 133 107 58 8 30 30 120 136 73 124 121 83 87 88 136 31 119 117 66 111 42 136 40 31
split_gain=274.134 30.8513 35.5679 28.5518 31.2535 28.0667 19.3496 17.4797 16.9077 16.5583 15.9646 15.1957 13.8485 12.8345 20.8555 12.4538 12.2429 11.1777 10.4705 10.7876 10.4033 10.7588 10.3685 9.43022 9.07366 9.04685 8.77852 10.3391 8.44272 8.28482
threshold=-0.64335894584655751 1015.7500000000001 0 1 1.7849999666213991 10.405000209808351 1017.0499877929689 -0.66301965713500965 243.68909454345706 5.4500000476837167 997.35000610351574 1012.5499877929689 0.13052122294902804 2 0.58435553312301647 0.0087262028828263612 0.0087262028828263907 238.97814941406253 0.8774896264076234 -0.24791759997606275 3 1024.6499633789065 -0.76037701964378346 0.97988739609718334 3.6950000524520878 0.026072835549712185 7.8500001430511483 4 0.15000000223517421 1020.6499938964845
decision_type=2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2
left_child=1 2 -1 4 15 6 7 13 -2 10 -7 -12 20 14 25 -3 26 -10 19 -15 28 -22 -13 -17 -16 -4 27 -5 -6 -29
right_child=8 3 5 16 12 9 -8 -9 17 -11 11 22 -14 18 24 23 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0017768806844404739 0.00070353456156957872 -0.0011517008076899827 0.0031447421933899233 -0.0022812496255622183 0.0023086807767408448 -0.0022052515295474498 -0.0045408288411104879 -0.0010231265757818756 -0.0017606574552710267 -0.0012610793579247717 0.0014812741363679563 0.001112094161278902 -0.0017674361919118066 3.5075952469037247e-05 -0.0022954842743903021 0.0019599687630115679 -0.0025999412962871959 0.00014952805190598833 0.0016916290375981547 0.0017763432035346723 -0.00065318775988541344 -0.0023117182621718822 -0.00086940639328096409 0.0099573194274796169 1.4122127600698428e-05 -9.0731208508023099e-05 -0.0029764965049066615 -0.00067576286161944495 -0.00064882017718749779 -0.0018203789057764132
leaf_weight=41841 685548 3574 4841 21137 5060 7910 2000 17924 10538 67267 16084 8804 38025 32933 9816 11337 29321 28027 31650 12186 103440 10799 26394 381 7503 3902 8565 51451 4613 22821
leaf_count=41841 685548 3574 4841 21137 5060 7910 2000 17924 10538 67267 16084 8804 38025 32933 9816 11337 29321 28027 31650 12186 103440 10799 26394 381 7503 3902 8565 51451 4613 22821
internal_value=-9.11946e-06 -0.000797956 -0.00042811 -0.00114461 -0.000728678 -0.000201583 0.00033697 0.000417758 0.00064623 -0.000724377 -0.000114457 0.000208037 -0.000932757 0.000668912 -0.000289845 0.00143197 -0.00169746 -0.000372436 0.000994305 0.000505367 -0.000676618 -0.000809898 -0.000373778 0.00222 -0.00129491 0.00170075 -0.00144312 -0.00130547 0.000897337 -0.00102732
internal_weight=1.32569e+06 601579 291055 310524 177229 249214 122755 120755 724113 126459 59192 51282 161937 102831 26062 15292 133295 38565 76769 45119 123912 114239 35198 11718 17319 8743 103974 95409 9673 74272
internal_count=1325692 601579 291055 310524 177229 249214 122755 120755 724113 126459 59192 51282 161937 102831 26062 15292 133295 38565 76769 45119 123912 114239 35198 11718 17319 8743 103974 95409 9673 74272
cat_boundaries=0 1 2 3 4 5
cat_threshold=4224 1938 3088 16 6144
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=6
split_feature=75 98 66 34 136 10 30 29 30 136 136 67 40 13 122 78 136 92 76 83 59 136 11 136 35 11 37 13 86 14
split_gain=248.466 29.0609 21.5947 19.0283 13.1775 21.2693 12.7019 12.908 16.386 15.175 13.2327 13.0249 12.6649 12.2298 14.0782 11.9914 13.5812 12.0689 17.085 10.8615 12.2513 10.2968 10.1406 10.0585 9.78362 10.0168 10.6355 9.58873 9.16287 9.1403
threshold=0.49375553429126745 -0.79600095748901356 1.2749999761581423 12.449999809265138 0 1.0000000180025095e-35 1019.8500061035157 1005.8500061035157 1013.5499877929689 1 2 10.324999809265138 7.9500000476837167 0.78499999642372142 -0.52247866988182057 3.685000061988831 3 0.96557608246803295 0.79500001668930065 262.11146545410162 188.54808044433597 4 6.5499999523162851 5 10.150000095367433 4.4500000476837167 16.349999427795414 1.0649999976158144 0.88419544696807872 0.9350000023841859
decision_type=2 2 2 2 1 2 2 2 2 1 1 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2
left_child=2 6 15 -3 5 27 7 28 9 -9 24 -11 -6 -7 -15 17 -17 18 -1 21 29 -4 -16 -8 -10 -26 -27 -5 -2 -21
right_child=1 3 19 4 12 13 23 8 10 11 -12 -13 -14 14 22 16 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0047511362962632669 -0.0021673681330284054 -0.00085581579674475416 -9.2006005255096786e-05 -0.0054480153437576851 -0.00028946499691341019 -0.0026589365968528547 -0.0024074113499447753 -0.001094226372275779 -0.0017420740873198147 0.00095576658785530332 -0.0014251744889802772 -0.00057778328137824135 0.0043257922673819909 0.0025153592195735347 0.0014303078117489428 0.00032544491374379285 0.0027357471114834741 0.00067761466248885077 -5.7843123983879039e-05 -0.002823600527986048 -0.00023154473584087866 -0.0022726259502483586 -0.00099190827632180474 -0.0012194892909836023 0.00026320348027650844 -0.00068336658361467289 -0.0042450764793524488 0.012272726812971592 0.00046825927858175944 0.0024117182107471669
leaf_weight=2163 26368 68449 10807 88 61946 2263 23452 29394 16313 32657 95164 24037 1523 11488 8924 9777 14564 634155 18733 933 35686 10851 8377 74643 34213 54365 2180 576 3769 7834
leaf_count=2163 26368 68449 10807 88 61946 2263 23452 29394 16313 32657 95164 24037 1523 11488 8924 9777 14564 634155 18733 933 35686 10851 8377 74643 34213 54365 2180 576 3769 7834
internal_value=-8.66501e-06 -0.000784595 0.000595204 -0.000219997 0.00023723 0.00106927 -0.00100638 -0.000853147 -0.000750231 -0.000172502 -0.000996161 0.000305522 -0.000178689 0.000880269 0.00115847 0.000679149 0.00176886 0.000638656 -0.000543658 -0.000267461 0.000179877 -0.00118562 0.000257491 -0.00150386 -0.000614665 -0.000412091 -0.000820682 0.00992419 -0.00183775 0.00185457
internal_weight=1.32569e+06 580189 745503 163634 95185 31716 416555 318460 288323 86088 202235 56694 63469 31052 28789 679392 24341 655051 20896 66111 44453 21658 17301 98095 107071 90758 56545 664 30137 8767
internal_count=1325692 580189 745503 163634 95185 31716 416555 318460 288323 86088 202235 56694 63469 31052 28789 679392 24341 655051 20896 66111 44453 21658 17301 98095 107071 90758 56545 664 30137 8767
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=562 6288 980 5505 800 2144
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=3
split_feature=74 101 64 136 95 38 76 132 136 29 80 111 120 128 120 39 91 127 87 61 77 67 106 23 0 42 136 39 76 74
split_gain=221.094 26.3902 20.6856 18.3159 17.8519 17.5228 16.9509 13.8946 13.2578 13.1312 12.5734 11.9507 11.3538 11.1065 10.9133 10.5219 9.95515 9.8653 10.1086 9.68269 10.1739 9.43307 9.16518 8.80418 8.79945 8.60073 28.045 13.1475 9.26088 8.47047
threshold=0.48246324062347418 0.37127858400344854 1.1050000190734866 0 -0.12608625739812848 17.250000000000004 3.1450001001358037 1015.2500000000001 1 1014.9500122070314 197.88666534423831 -0.23169720917940137 -0.35019405186176294 2.5000000000000004 -0.19936034083366391 20.150000572204593 0.065440651029348387 -0.47714059054851526 0.87398973107337963 0.22541238367557528 0.79500001668930065 2.1550000905990605 -0.71613952517509449 7.1649999618530282 32.500000000000007 5.8500001430511483 2 15.650000095367433 2.7250000238418584 0.74317410588264476
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 1 2 2 2
left_child=2 5 6 4 7 10 13 9 -8 17 -2 15 -7 19 -6 -4 -13 -3 -19 -1 -21 -11 24 -23 -10 26 27 29 -27 -12
right_child=1 3 11 -5 14 12 8 -9 22 21 25 16 -14 -15 -16 -17 -18 18 -20 20 -22 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00064412862883280137 -0.0025362779819723884 0.0032538197888956431 -0.0028422223942450478 -0.00086699620124702922 -2.9536394234696208e-05 -0.00057632508624854903 0.0034521987787519449 -0.0032679835503106151 0.0062899081876115915 0.0025434586024352768 -0.00073372053442306883 -0.00025184875434572455 0.0015533926344634865 -0.013520256161904163 -0.0010036056262266492 0.0050234294865846929 0.0019873927355765048 2.2585735451370395e-05 0.0019366891587219211 -0.004492916191660032 -0.00020338154256253636 -0.0010982151062722376 -0.00066863684503986644 0.00089058759999749025 0.0013851579330813281 -0.0038239377886221727 -0.0011705330766613776 0.0052157023198580463 -0.0014110531407698888 0.0020361901426866496
leaf_weight=635041 16706 5919 6105 126160 67144 20300 9327 2245 1062 3062 5751 53988 9047 139 50294 457 5466 13448 14161 1545 13128 15862 5110 8572 6582 5700 202527 1789 13153 5307
leaf_count=635041 16706 5919 6105 126160 67144 20300 9327 2245 1062 3062 5751 53988 9047 139 50294 457 5466 13448 14161 1545 13128 15862 5110 8572 6582 5700 202527 1789 13153 5307
internal_value=-1.01443e-06 -0.000725074 0.000575081 -0.000404714 -8.19198e-05 -0.00107582 0.000658057 0.000595145 0.00202044 0.000737265 -0.00121102 -0.000269477 8.02175e-05 0.000611765 -0.000446691 -0.00229443 -4.59805e-05 0.00140147 0.00100435 0.000614788 -0.00065505 -7.26542e-05 0.000969936 -0.000400498 0.00206659 -0.0011165 -0.00102686 0.00123803 -0.00214056 0.000595626
internal_weight=1.3251e+06 587147 737950 306867 180707 280280 671934 63269 22081 61024 250933 66016 29347 649853 117438 6562 59454 33528 27609 649714 14673 27496 12754 24434 7644 234227 215374 12847 18853 11058
internal_count=1325097 587147 737950 306867 180707 280280 671934 63269 22081 61024 250933 66016 29347 649853 117438 6562 59454 33528 27609 649714 14673 27496 12754 24434 7644 234227 215374 12847 18853 11058
cat_boundaries=0 1 2 3
cat_threshold=854 566 48
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=4
split_feature=59 63 122 108 36 99 16 116 136 42 136 39 4 31 136 31 52 134 136 31 12 127 90 128 96 127 6 52 113 24
split_gain=200.984 25.2928 20.803 18.8274 20.1357 18.5922 13.9692 12.8267 11.7558 16.8299 17.1808 11.6897 10.0687 11.2921 13.2889 9.59705 9.59558 9.57589 9.90052 10.1239 9.31338 9.16076 9.03722 8.83113 8.20477 8.95934 15.3199 8.19033 8.69199 8.16307
threshold=192.01247406005862 0.28051955997943884 0.18222858756780627 0.37475031614303594 15.550000190734865 -0.64335894584655751 16.335000038146976 -0.47714059054851526 0 1.0000000180025095e-35 1 15.750000000000002 4.5499999523162851 1013.3500061035157 2 1011.5499877929689 18.634999275207523 1021.4500122070314 3 1024.4500122070315 1.1749999523162844 0.83385404944419872 0.089392032474279418 143.50000000000003 -0.9545786678791045 -0.35019405186176294 5.8500001430511483 0.82499998807907116 -0.82409480214118946 308.50000000000006
decision_type=2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 5 4 23 6 8 -8 9 10 11 20 13 14 -4 -11 -9 18 -10 24 -3 -12 -5 -1 -20 26 -26 -2 -29 -17
right_child=1 2 12 22 -6 -7 7 16 17 15 21 -13 -14 -15 -16 29 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0018558575046475224 0.0017055807709563768 -0.0013907770559872129 0.0022799407319987674 0.00058832613298820478 0.00055132640304585286 0.00039234692586394916 0.000198891570614025 -0.0042016669097811868 -0.0019142207105361632 0.0014068972999051607 0.00037183163408466583 0.0051604426174582845 -0.0020221430600624066 -0.0013522469495671806 -0.0010398272014116856 -0.0018798052316365797 -0.0017443713719647047 -0.0030800540802581734 -0.00099590752221020138 -0.0019687467538380345 0.0021470372909220769 -0.0019564859470001519 0.0022049953670417988 -0.0093952391029451989 0.0013621824466390122 -0.00054401640431055599 -0.0017159736282484192 -0.0010958171782897233 0.00072575634067645149 0.0013701743263284125
leaf_weight=13399 10879 2384 5146 690174 15506 40959 5517 5939 16975 3295 18590 2503 40853 48320 7249 17114 12000 4426 94252 14399 8468 5467 8754 400 15343 180157 5488 10005 18958 2178
leaf_count=13399 10879 2384 5146 690174 15506 40959 5517 5939 16975 3295 18590 2503 40853 48320 7249 17114 12000 4426 94252 14399 8468 5467 8754 400 15343 180157 5488 10005 18958 2178
internal_value=-9.63176e-07 -0.000681144 -0.000768193 0.000556517 -0.000685066 -0.000623898 -0.00072432 -0.00190948 -0.000653229 -9.21015e-06 0.000641461 0.00207872 -0.00141525 -0.00100689 0.000339433 -0.00108695 -0.0025579 -0.00076993 -0.000738649 -0.000674118 0.00136984 -0.000157218 0.000608575 -0.00207441 -0.000611001 -0.000430502 0.000551231 0.000535873 9.65106e-05 -0.00151289
internal_weight=1.3251e+06 596864 557022 728233 29305 455454 414495 23456 391039 59999 37412 13355 101568 60715 12395 22587 17939 331040 326614 309639 10852 24057 698928 13799 295240 200988 20831 39842 28963 19292
internal_count=1325097 596864 557022 728233 29305 455454 414495 23456 391039 59999 37412 13355 101568 60715 12395 22587 17939 331040 326614 309639 10852 24057 698928 13799 295240 200988 20831 39842 28963 19292
cat_boundaries=0 1 2 3 4
cat_threshold=50 48 804 4096
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=4
split_feature=74 101 111 0 136 33 29 136 38 57 16 31 22 106 35 77 136 64 34 33 8 4 61 70 0 16 136 3 53 22
split_gain=182.315 22.5334 17.3255 16.2024 19.0225 19.8008 20.7046 15.1556 15.0842 12.9089 11.5237 11.1561 11.319 10.6586 10.5156 10.2946 18.928 10.9916 10.6456 10.5422 9.74345 9.46722 9.37095 8.46755 8.33583 8.2987 7.72506 8.69046 10.531 7.67598
threshold=0.48246324062347418 0.35815958678722387 -0.37090282142162317 161.50000000000003 0 12.34999990463257 1015.1499938964845 1 17.250000000000004 260.89405822753912 15.405000209808351 1012.8500061035157 5.4849998950958261 -0.25642761588096613 11.650000095367433 4.9449999332427987 2 0.70499998331069957 10.34999990463257 13.650000095367433 0.35000000894069677 4.6499998569488534 0.3407453745603562 307.39414978027349 331.50000000000006 16.335000038146976 3 1.0000000180025095e-35 17.57499980926514 5.4449999332427987
decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=2 8 -1 14 -5 25 21 -8 13 15 22 12 -10 -2 26 17 19 -4 -18 -17 -13 23 -11 -7 -9 -6 27 28 -3 -20
right_child=1 3 9 4 5 6 7 24 11 10 -12 20 -14 -15 -16 16 18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019961173572747787 -0.0010426022324586004 0.0018881749968702743 0.0005842587551491891 -0.001160009501559702 -0.00032203022684383994 0.0015048060233953705 0.0025541165364379205 1.6776870307464994e-05 -0.0018008277797980851 0.0011954737218311459 -0.0031645464038605772 0.0034874146050267937 0.0020952675195713855 -0.0025311539553959004 -0.00058086490974819708 0.0010863966136382705 -0.0035880357558369575 -0.00045206003998177473 -0.00045238697030710901 0.0035229745917023849 -0.0010387775989652533 0.00085847150875559709 -0.00087042599927440809 0.0039253828955636439 -0.0016034821788305084 -0.0027610474336923481 -0.0022523649931113355 -0.0011691656451420986 0.017517020739873938 0.0017868653782640697
leaf_weight=6767 230401 1245 641816 37300 91978 9386 4779 29351 2343 8608 3581 1283 9122 12688 69227 7490 1661 26649 7946 10899 16231 25196 15150 5874 10881 3625 19932 6187 118 7383
leaf_count=6767 230401 1245 641816 37300 91978 9386 4779 29351 2343 8608 3581 1283 9122 12688 69227 7490 1661 26649 7946 10899 16231 25196 15150 5874 10881 3625 19932 6187 118 7383
internal_value=-9.15285e-07 -0.000658418 0.000522224 -0.000370587 -0.000131978 7.9854e-05 0.000632858 -0.000104939 -0.000991753 0.000545531 -0.000520449 8.65332e-05 0.00129906 -0.0011203 -0.000909368 0.000586936 0.00141813 0.000542945 0.000214002 0.00252916 -0.000707208 0.00145372 -0.000121909 0.00243655 -0.000421328 -0.000414511 -0.00173686 -0.000372466 0.00324122 0.000626118
internal_weight=1.3251e+06 587147 737950 315079 218370 181070 85467 45011 272068 731183 27339 28979 11465 243089 96709 703844 35379 668465 16990 18389 17514 40456 23758 15260 40232 95603 27482 7550 1363 15329
internal_count=1325097 587147 737950 315079 218370 181070 85467 45011 272068 731183 27339 28979 11465 243089 96709 703844 35379 668465 16990 18389 17514 40456 23758 15260 40232 95603 27482 7550 1363 15329
cat_boundaries=0 1 2 3 4
cat_threshold=7168 144 2611 84
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=73 101 66 95 37 21 67 127 120 104 78 129 134 31 108 4 33 40 12 40 88 35 39 32 31 64 120 87 96 79
split_gain=165.533 23.6438 18.6847 15.9835 12.8745 12.4573 13.3558 12.5048 11.8975 11.212 10.1943 11.1924 10.0166 11.6479 9.5307 9.65475 9.82396 8.78861 8.45574 9.52713 8.19156 8.16429 8.31006 8.07545 8.06918 8.03699 8.0118 7.93122 7.37325 8.32691
threshold=0.48315483331680303 0.35125130414962774 1.3949999809265139 -0.12608625739812848 17.349999427795414 6.0150001049041757 3.3750000000000004 -0.79332312941551197 -0.35019405186176294 -0.32569199800491327 2.9050000905990605 2.5000000000000004 1016.1499938964845 1016.3500061035157 -0.12797385454177854 4.1499998569488534 18.150000572204593 11.150000095367433 0.84499999880790722 9.1500000953674334 0.022196399047970775 10.84999990463257 10.84999990463257 13.150000095367433 1024.850036621094 0.50499999523162853 0.41467745602130895 0.87631812691688549 -0.25872360169887537 0.69499999284744274
decision_type=2 2 2 2 2 2 2 2 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 10 5 9 6 -3 -7 -6 18 11 28 13 27 -4 24 -17 -8 19 -2 -20 22 -5 -12 -16 -25 -15 -9 29 -1
right_child=1 3 14 21 8 7 17 12 -10 -11 23 -13 -14 26 15 16 -18 -19 20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035568166362563527 -0.0016501842230547906 0.00057304164388297975 -0.0020725133913014715 -0.00047004365530473882 -0.00063043759384955392 0.0021476925965452278 -0.0018268638267108239 0.00022472660692026935 0.0016404334430432544 -0.0022940225724151129 0.00042719631695506194 -0.012780740074341809 -0.0038010026212420148 -0.00038892493903474571 0.00099163213907491488 -0.00044286058254495238 -0.004196457890667654 0.0068685034726120257 -0.00097307741598464065 -0.0053798392373916974 0.00071811823782953722 -0.00041589524160448327 -0.0017758822862114717 0.0039296216480320129 -0.005853340709323856 0.0015191766168850583 -0.0038304491516340344 0.0015293325389909298 0.00055529505391619207 -0.00010123650961067774
leaf_weight=1989 11936 11274 7333 23293 19079 9923 15907 29564 8267 17863 12136 158 1494 15997 16624 27968 1859 296 202905 1999 7422 162671 25544 4475 442 15218 1891 19226 636229 14115
leaf_count=1989 11936 11274 7333 23293 19079 9923 15907 29564 8267 17863 12136 158 1494 15997 16624 27968 1859 296 202905 1999 7422 162671 25544 4475 442 15218 1891 19226 636229 14115
internal_value=-8.69844e-07 -0.000627952 0.000497157 -0.000335303 -0.000972305 0.000167168 -0.000748494 0.000489335 5.6072e-05 -0.00108845 0.000567951 0.000525328 0.000247947 0.000338669 -0.000396252 -0.000134123 -0.000676808 -0.00166801 -0.000992425 -0.00218521 -0.000913399 -0.000586105 -0.00115306 0.00144171 0.000814351 0.00206692 -0.00075274 0.000738815 0.000528551 -0.000528034
internal_weight=1.3251e+06 586551 738546 317080 269471 105572 27477 78095 27346 242125 684320 652491 68172 66678 54226 46893 29827 16203 224262 13935 210327 211508 48837 31829 17066 19693 17888 48790 652333 16104
internal_count=1325097 586551 738546 317080 269471 105572 27477 78095 27346 242125 684320 652491 68172 66678 54226 46893 29827 16203 224262 13935 210327 211508 48837 31829 17066 19693 17888 48790 652333 16104
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=4
split_feature=59 63 99 108 36 17 31 136 2 29 4 136 117 87 136 11 39 117 90 92 83 131 134 67 14 136 60 52 113 52
split_gain=150.427 21.2129 16.0416 14.5571 17.0182 12.7793 11.7866 11.6381 11.1864 12.8087 15.8014 15.7644 10.7046 9.90904 9.90575 9.85858 21.4149 9.41627 8.56208 8.34387 8.22921 8.15547 7.85888 7.7369 7.72796 7.58489 7.37835 7.31798 7.53481 7.11065
threshold=192.01247406005862 0.28051955997943884 -0.64335894584655751 0.37475031614303594 15.550000190734865 16.335000038146976 1023.8500061035157 0 169.50000000000003 1012.8500061035157 4.6499998569488534 1 -0.78257837891578663 0.8391006886959077 2 5.3500001430511483 16.44999980926514 -0.60873827338218678 0.089392032474279418 -0.65329369902610768 287.47093200683599 120.50000000000001 1021.8500061035157 1.5249999761581423 0.70499998331069957 3 0.45356561243534094 0.82499998807907116 -0.82409480214118946 27.48499965667725
decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=3 27 5 4 21 6 7 -3 17 10 14 -11 -7 -12 -10 -13 23 -9 29 -8 -18 -1 -19 -17 -6 -26 -14 -2 -29 -5
right_child=1 2 -4 18 24 12 19 8 9 11 13 15 26 -15 -16 16 20 22 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0016630774222591482 0.0016309354297955291 -0.0018405390070786176 0.00020800671067993938 0.00051595904653384771 -0.002339036213692634 0.00046859762579726499 -0.0057786989564852223 -0.0021867738851037003 0.0024487304555525454 -0.00093203689298975052 -0.0014948705447277355 0.00057820646715703685 -0.00412228020195272 0.00027682018535943721 0.00029655753012174861 0.0017805324285699422 0.0037063469192323002 -0.00072886465957902374 0.0020811295911273698 -0.0014562386054074112 -0.0055253680763115848 -0.0084702927476961853 -0.0029987553726726129 -0.00040874743477981712 0.0017994157362026199 -0.00071684844364110114 -0.001786880394163963 -0.0010001567273149698 0.00069583213787206355 -0.0025494526688875146
leaf_weight=13344 10879 18768 47679 688277 2043 4578 1158 13388 10577 123443 12463 35646 4024 21519 10824 4326 266 129388 8754 31128 2610 455 3929 60109 8974 4489 21199 10005 18958 1897
leaf_count=13344 10879 18768 47679 688277 2043 4578 1158 13388 10577 123443 12463 35646 4024 21519 10824 4326 266 129388 8754 31128 2610 455 3929 60109 8974 4489 21199 10005 18958 1897
internal_value=-8.2634e-07 -0.000589273 -0.000668993 0.000481468 -0.000610268 -0.000751088 -0.000688654 -0.000622053 -0.000568626 -0.000384304 0.000297274 -0.000551034 -0.00175574 -0.000372953 0.00136151 -9.41213e-05 -0.000450181 -0.000922702 0.000527243 -0.00161127 -0.00467153 -0.00188753 -0.000795761 -0.000261765 0.00052639 0.000961216 -0.00215946 0.000525274 0.000109968 0.000507534
internal_weight=1.3251e+06 596864 557022 728233 29305 509343 479542 447256 428488 281783 55383 226400 29801 33982 21401 102957 67311 146705 698928 32286 2876 13799 133317 64435 15506 13463 25223 39842 28963 690174
internal_count=1325097 596864 557022 728233 29305 509343 479542 447256 428488 281783 55383 226400 29801 33982 21401 102957 67311 146705 698928 32286 2876 13799 133317 64435 15506 13463 25223 39842 28963 690174
cat_boundaries=0 1 2 3 4
cat_threshold=4096 3173 803 49
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=2
split_feature=90 136 121 78 38 17 125 131 62 59 14 111 39 43 36 110 26 19 91 53 97 53 7 31 3 136 35 39 84 28
split_gain=139.224 17.8868 18.4659 11.8836 15.9673 11.7096 11.4957 11.4903 11.4797 10.8671 11.1304 10.5803 19.6747 9.19397 9.73411 11.0495 9.13419 8.69277 8.68005 9.31954 9.09793 8.25243 8.02196 9.25182 8.62716 10.6921 7.95621 10.1575 7.92656 7.71529
threshold=-0.33129349350929255 0 0.1650413200259209 1.544999957084656 17.050000190734867 9.5450000762939471 0.46173103153705602 1.0000000180025095e-35 0.34381058812141424 22.602446556091312 1.5950000286102297 -0.42064693570137018 20.94999980926514 1.5500000119209292 14.449999809265138 0.36679403483867651 298.50000000000006 9.5450000762939471 0.14978720992803576 3.5749999284744267 -0.94390162825584401 10.715000152587892 4.3500001430511483 1019.3500061035157 126.50000000000001 1 12.449999809265138 15.150000095367433 0.88106933236122142 1008.0499877929689
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=1 3 8 -1 6 16 13 11 17 10 -9 12 -2 14 -5 -16 -6 -3 20 -20 -13 28 23 24 -10 -26 -8 -28 -11 -29
right_child=7 2 -4 4 5 -7 26 9 22 21 -12 18 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.0017002861721910466 -0.002626854649358155 0.00058526309692706396 -0.0014297645793998558 -0.00074294889846158161 0.0044294124698308476 0.00058712857280353867 -0.00032539590019541091 0.016379510093247517 -0.00074431908207002158 -0.0031898367372548714 -0.014953657653982631 -0.00042005376976210788 0.0082539463358433721 -0.001705286090359862 0.0030495890610411202 -0.00013461906496443476 -0.0017107464960300054 -0.00073632657743119925 0.00085598878835666252 0.0038814661591715853 0.00049644461367938353 0.0054786240324265498 -0.0009251305427084212 -0.001120964106445736 0.0016537850776853998 -9.2469840727621444e-05 0.0014657356274461162 0.013485763071959398 0.0010078722517858764 -0.0006932670133799932
leaf_weight=10648 5013 33113 80280 31813 4263 9995 23941 32 34307 3465 248 28157 453 15222 4056 8299 706 19932 7827 3772 706722 418 175666 31990 11082 41798 21981 97 1665 8779
leaf_count=10648 5013 33113 80280 31813 4263 9995 23941 32 34307 3465 248 28157 453 15222 4056 8299 706 19932 7827 3772 706722 418 175666 31990 11082 41798 21981 97 1665 8779
internal_value=5.95969e-06 -0.000585882 -0.000746207 -9.47923e-05 3.75661e-05 0.00157332 -0.00016369 0.000449559 -0.000588488 -0.00176201 -0.0113727 0.0004667 -0.0017251 -0.000645586 -0.000280373 0.000910719 0.00355701 8.86673e-05 0.000482749 0.00183988 0.000461329 -0.00127697 -0.000710314 -0.000393677 -0.000126826 0.000273786 0.000358589 0.000889272 -0.00182742 -0.000538314
internal_weight=1.32574e+06 567968 428168 139800 129152 14964 114188 757772 347888 5828 280 751944 5466 59390 44168 12355 4969 53045 746478 11599 734879 5548 294843 119177 87187 52880 54798 30857 5130 8876
internal_count=1325740 567968 428168 139800 129152 14964 114188 757772 347888 5828 280 751944 5466 59390 44168 12355 4969 53045 746478 11599 734879 5548 294843 119177 87187 52880 54798 30857 5130 8876
cat_boundaries=0 1 2
cat_threshold=304 514
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=2
split_feature=90 17 117 136 120 60 111 39 11 39 17 101 131 59 14 31 136 63 4 127 111 53 69 83 127 52 53 30 4 73
split_gain=125.65 17.0743 17.3332 17.0733 17.8226 12.3801 10.4 17.9417 9.76157 9.56041 13.0896 11.2663 9.52762 9.96681 10.0452 8.90921 9.86524 10.2679 8.67396 10.6612 8.44984 8.59042 8.44814 8.09094 10.8683 8.03883 8.87628 14.0293 12.4359 11.1584
threshold=-0.33129349350929255 16.335000038146976 -0.52247866988182057 0 0.0087262028828263907 0.497836783528328 -0.42064693570137018 20.94999980926514 2.5499999523162846 16.650000572204593 9.5450000762939471 0.15562026947736743 1.0000000180025095e-35 22.602446556091312 1.5950000286102297 1023.9500122070314 1 0.32394337654113775 6.2500000000000009 -0.63605400919914235 -0.035127129405736916 0.064999999478459372 300.77520751953131 233.72853088378909 -1.0000000180025095e-35 23.295000076293949 3.5249999761581425 1017.0499877929689 3.4500000476837163 0.47028978168964392
decision_type=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 2 2
left_child=1 3 -3 8 15 -4 7 -2 -1 11 -11 -10 25 14 -14 16 20 -18 19 22 21 -5 -6 -19 -25 26 29 28 -28 -8
right_child=6 2 5 4 18 -7 12 -9 9 10 -12 -13 13 -15 -16 -17 17 23 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00088454099446382396 -0.0025316678884712016 0.00058170130607779907 -0.0044558648968629584 0.0026852373159530758 -0.00054644597333235807 -0.0017154892187756544 0.00048177336333416658 0.0078412489926495948 -0.00084410540656976781 0.0034613732830374847 0.00036984705505311796 0.00037544061387853752 0.015560534602263943 -0.0011262382568083687 -0.014205974755590904 -0.0015836622580756689 0.00049058257570448781 -0.001667843022079959 -0.0021754085197650971 -0.0014132183094310231 -0.0015659246925368697 -0.00062931281512941008 0.0020446378594132647 0.0005769121810713857 -0.0004893625301122138 -0.0020362045506578481 0.0028501429228174522 -0.0004288240353655008 0.00082271634661158625 -0.00030762467753307613
leaf_weight=25017 5227 6717 5178 2315 15514 20197 654437 453 26873 5004 10843 64131 32 5334 248 17188 36005 12275 20784 46881 30639 12564 3946 27597 178300 3215 13558 10108 17107 48053
leaf_count=25017 5227 6717 5178 2315 15514 20197 654437 453 26873 5004 10843 64131 32 5334 248 17188 36005 12275 20784 46881 30639 12564 3946 27597 178300 3215 13558 10108 17107 48053
internal_value=5.66231e-06 -0.000556587 -0.00167683 -0.000489498 -0.00065073 -0.00227469 0.000427081 -0.00170439 4.52038e-06 0.000212677 0.00134606 1.53151e-05 0.000443179 -0.00160892 -0.0108041 -0.000476612 -0.000413121 -0.000291681 -0.00128409 -0.00100485 -0.00109095 -0.000113607 -2.10391e-05 -0.000420792 -0.000346446 0.000458612 0.000469403 0.00118662 0.00171911 0.000427776
internal_weight=1.32574e+06 567968 32092 535876 404008 25375 757772 5680 131868 106851 15847 91004 752092 5614 280 316883 299695 254177 87125 66341 45518 14879 19460 218172 205897 746478 743263 40773 30665 702490
internal_count=1325740 567968 32092 535876 404008 25375 757772 5680 131868 106851 15847 91004 752092 5614 280 316883 299695 254177 87125 66341 45518 14879 19460 218172 205897 746478 743263 40773 30665 702490
cat_boundaries=0 1 2
cat_threshold=304 6144
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=5
split_feature=97 30 136 136 35 75 87 108 39 136 120 107 135 63 122 136 29 67 43 12 124 132 136 22 30 2 39 23 39 31
split_gain=114.093 18.4879 24.295 20.3787 16.3725 15.6249 14.5408 13.498 21.8988 11.8918 10.0459 9.77575 10.1025 9.41152 9.34312 9.03619 8.75684 9.59286 8.64894 8.39025 7.99352 7.90369 7.82624 7.44755 7.6092 7.44108 11.7599 8.369 8.17501 7.23279
threshold=-0.71787032485008229 1014.5499877929689 0 1 11.650000095367433 0.56213876605033886 0.85421741008758556 -0.61800155043601979 20.849999427795414 2 1.0000000180025095e-35 -0.59455314278602589 1016.2500000000001 0.59107211232185375 -0.59480014443397511 3 1006.6499938964845 9.6149997711181658 8.9499998092651385 2.5249999761581425 0.26722820103168493 1019.3500061035157 4 5.9249999523162851 1010.1499938964845 1.0000000180025095e-35 13.150000095367433 7.7449998855590829 10.34999990463257 1023.3500061035157
decision_type=2 2 1 1 2 2 2 2 2 1 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 -3 19 16 8 -2 23 18 12 -11 21 -6 20 -7 -18 22 -4 -16 -9 -5 -8 -25 26 -24 28 -27 -22
right_child=7 3 5 10 14 6 9 13 -10 11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 29 -23 25 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0013228282362067198 -0.0027677626033639114 -0.00092858303171117088 0.0011544462877515602 0.0008722603880394501 0.00084462228824626069 -0.0016498349069175864 -0.0018224123861839269 0.00045933440098857138 0.0093849472821337099 0.001122881557048057 -0.0018763405271380361 -0.002564370610651517 -0.0018604494093467782 -0.00043742978785165981 -0.00040596362601840727 -0.00059075064297204195 0.0004009848554474233 -0.0010228282897641872 -0.0024186755870714812 -0.0015717959897943606 0.0021526291821393306 -0.0083796003385697287 0.0030248491750487091 0.0034024439722109404 -0.0004274848581174315 0.00030394940664329057 -0.00055535807390421591 -0.00046152953426002318 -0.0015210198617212841 -0.0022302217891283101
leaf_weight=37082 5594 73101 37330 6345 27403 17804 8493 729565 397 42060 35811 2105 3043 30698 8646 50731 22444 25015 9287 3053 8735 253 2836 1572 7410 6723 11994 38819 70336 1055
leaf_count=37082 5594 73101 37330 6345 27403 17804 8493 729565 397 42060 35811 2105 3043 30698 8646 50731 22444 25015 9287 3053 8735 253 2836 1572 7410 6723 11994 38819 70336 1055
internal_value=5.37917e-06 -0.000537661 -0.000163238 -0.000758396 -0.000364036 8.9287e-05 -0.000177672 0.000401574 -0.00196245 0.000353606 -0.00112565 0.000766001 0.000921603 0.000420196 6.3273e-05 -0.000246287 -0.000704228 -0.000349488 -0.00094203 0.000948339 0.000701527 0.00045627 -0.000841969 -0.000760467 0.000242817 -0.000925179 0.000129299 -0.00106021 -0.0013618 0.00168032
internal_weight=1.32574e+06 559233 207411 351822 169671 170329 129946 766507 5991 64683 182151 47208 45103 760516 96570 69167 65263 47459 146340 40383 18436 729818 137053 17475 8982 130708 14830 115878 77059 9790
internal_count=1325740 559233 207411 351822 169671 170329 129946 766507 5991 64683 182151 47208 45103 760516 96570 69167 65263 47459 146340 40383 18436 729818 137053 17475 8982 130708 14830 115878 77059 9790
cat_boundaries=0 1 2 3 4 5
cat_threshold=4240 914 3072 144 32
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=5
split_feature=97 31 36 87 136 136 120 108 39 122 136 77 126 127 109 63 55 136 12 40 71 136 65 85 125 22 64 7 36 53
split_gain=102.969 16.6874 20.259 18.5202 16.611 15.0179 13.1907 12.2054 21.1486 11.3162 11.1729 12.2664 10.4953 8.94769 14.492 8.27877 7.94807 7.79237 11.4112 8.25634 7.78945 8.32065 7.73134 7.6962 7.37851 7.25938 7.07257 6.88171 7.14774 7.05284
threshold=-0.71787032485008229 1014.8500061035157 14.34999990463257 0.85542458295822155 0 1 -0.52247866988182057 -0.54802620410919178 20.849999427795414 0.0087262028828263907 2 3.554999947547913 -0.16504132002592084 -1.0000000180025095e-35 0.069406434893608107 0.59107211232185375 1.5649999976158144 3 0.72500002384185802 8.7500000000000018 293.29713439941412 4 1.3450000286102297 0.8392794430255891 0.1650413200259209 7.5050001144409189 1.1449999809265139 0.35000000894069677 20.050000190734867 0.10500000044703485
decision_type=2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 2 3 12 6 -5 22 8 -2 -6 11 -4 20 14 16 -9 -13 18 19 -8 -1 -22 -3 -7 -20 -11 -15 28 -12 -29
right_child=7 4 10 5 9 23 17 15 -10 25 27 13 -14 26 -16 -17 -18 -19 24 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00085843106842053919 -0.0025781809849923835 0.0023093130814028601 -0.00061144926662111551 -0.0013535959996736782 -0.00087497252214201746 -0.0011361715945568368 0.0058141807289002773 0.00043372664470437815 0.0084021326972823409 -0.0026982298779482583 0.0013202755969947413 0.0044799564785523638 -0.001538800226876702 0.003466530231745096 0.0049114605544739072 -0.00040585621628240758 -0.00059357741569822842 -0.00085750277454437461 -0.0010399820716975418 0.02796783408085848 -0.00063451830901872059 0.0025954797235373988 9.4352485351504952e-05 0.00092526852697066495 0.0011779236464954743 -0.0012274527020315956 0.00068144111941217229 0.0013899489124315966 0.010054764166893437 -0.00051088446263234603
leaf_weight=18784 6016 4281 9948 12578 139445 5256 153 729425 473 15344 3712 1037 47991 2512 4127 30593 3020 93740 6731 58 3922 4043 49416 32674 8467 18511 24628 5503 250 43102
leaf_count=18784 6016 4281 9948 12578 139445 5256 153 729425 473 15344 3712 1037 47991 2512 4127 30593 3020 93740 6731 58 3922 4043 49416 32674 8467 18511 24628 5503 250 43102
internal_value=5.10983e-06 -0.000510779 -0.000175508 -0.000596635 -0.000733285 0.000142976 -0.000370617 0.000381495 -0.0017778 -0.00107399 0.000363595 0.000939236 -0.00109645 0.00137621 0.00282536 0.000399931 0.000703256 -0.000686271 0.000355734 0.0119038 -0.000302823 0.00100748 0.00027094 0.000639444 0.000195642 -0.00189405 0.000939221 -0.000132314 0.00187142 -0.000295674
internal_weight=1.32574e+06 559233 223087 125248 336146 50508 162846 766507 6489 173300 97839 45272 74740 35324 8184 760018 4057 109149 15409 211 26749 7965 53697 37930 15198 33855 27140 52567 3962 48605
internal_count=1325740 559233 223087 125248 336146 50508 162846 766507 6489 173300 97839 45272 74740 35324 8184 760018 4057 109149 15409 211 26749 7965 53697 37930 15198 33855 27140 52567 3962 48605
cat_boundaries=0 1 2 3 4 5
cat_threshold=914 7312 563 16 5265
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=3
split_feature=90 17 117 136 120 60 132 59 14 11 54 54 73 37 31 136 19 19 127 81 136 126 63 53 125 4 127 39 17 100
split_gain=93.5963 14.955 15.0729 14.0369 14.1669 11.37 8.87571 8.72005 8.78924 8.65548 9.29525 8.09355 12.3927 11.0992 13.1637 11.0905 10.5402 10.1808 7.91877 8.86002 11.839 9.45783 8.87282 7.81208 7.53416 7.45481 9.41906 7.40888 10.6833 9.39019
threshold=-0.33129349350929255 16.335000038146976 -0.52247866988182057 0 0.0087262028828263907 0.44478327035903936 1.0000000180025095e-35 22.602446556091312 1.5950000286102297 2.5499999523162846 0.37500000000000006 3.685000061988831 0.47028978168964392 12.949999809265138 1023.4500122070314 1 9.5450000762939471 9.5450000762939471 0.86159634590148937 283.52526855468756 2 -0.23343648016452787 0.28636902570724493 10.154999732971193 -0.84335932135581959 6.2500000000000009 -0.64942333102226246 16.650000572204593 9.5450000762939471 0.072953779250383391
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 18 -4 11 8 -8 -1 -11 12 -2 -13 16 -14 -15 24 19 -5 -21 -22 -23 -9 -17 26 -6 29 -29 -12
right_child=6 2 5 4 25 -7 7 23 -10 10 27 13 15 14 -16 17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00080686204587036544 0.00040806587986281075 0.00057730589064230737 -0.0045916123622936917 -0.00076220738843481523 6.4499434974046331e-05 -0.0016392025098566341 0.012650241526598867 -0.0017069202271503174 -0.013467044990704242 0.0032172791411026387 -0.00090136023783206137 -0.00045188104418597574 -0.0013299741890052405 0.0033246081954084006 -0.0098031010752218581 -0.0021694114184207087 0.0011149535626993892 -0.00074816549701522831 -0.0009204083855309784 -0.0013948973299275722 0.0013460210651187242 0.0010790948811606799 -0.00020785132685213704 0.0050245686129700481 0.0011685310357913354 -0.0019548051983543555 -0.0012496015911396784 0.0032105330328452975 0.00031314642021693437 0.00027855075242318156
leaf_weight=25017 656068 6717 3843 70801 19183 21532 37 5076 249 2536 22595 8832 19370 7229 252 1853 21294 17763 61018 16208 12445 14792 141619 471 19278 20784 47158 4521 10738 66461
leaf_count=25017 656068 6717 3843 70801 19183 21532 37 5076 249 2536 22595 8832 19370 7229 252 1853 21294 17763 61018 16208 12445 14792 141619 471 19278 20784 47158 4521 10738 66461
internal_value=4.85424e-06 -0.000480409 -0.00152883 -0.000417623 -0.000563815 -0.00208634 0.000368571 -0.00157432 -0.0100882 3.03134e-05 0.000226324 0.000383642 0.000346004 0.00109857 0.00157446 -0.000352834 0.00167498 0.000134109 -0.000408578 -0.000286518 -0.000104531 1.94089e-05 -8.61431e-05 -0.00113534 0.000875823 -0.00112849 -0.000869619 0.000153611 0.0011716 -2.08124e-05
internal_weight=1.32574e+06 567968 32092 535876 404008 25375 757772 5833 286 131868 106851 751939 714332 37607 28775 58264 28523 38894 316883 255865 185064 168856 156411 5547 21131 87125 66341 104315 15259 89056
internal_count=1325740 567968 32092 535876 404008 25375 757772 5833 286 131868 106851 751939 714332 37607 28775 58264 28523 38894 316883 255865 185064 168856 156411 5547 21131 87125 66341 104315 15259 89056
cat_boundaries=0 1 2 3
cat_threshold=304 7297 6144
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=67 99 21 88 52 75 79 19 92 61 112 16 39 76 107 35 7 43 31 67 29 21 21 56 133 36 52 116 61 64
split_gain=90.1675 15.9988 12.1456 12.347 12.3396 11.7072 14.7928 11.5029 10.9096 9.55196 9.53035 9.52129 9.03591 8.49491 7.80549 7.912 7.65146 11.3427 9.00438 9.49889 8.5601 7.63247 7.26509 10.7322 7.79407 7.28686 8.11709 7.19449 12.5142 7.18147
threshold=1.5249999761581423 -0.88753658533096302 5.2349998950958261 -0.50980103015899647 4.8849999904632577 0.54459533095359813 3.4850000143051152 9.5450000762939471 -0.43106485903263086 0.32194122672080999 -0.35019405186176294 15.405000209808351 21.050000190734867 0.79500001668930065 -0.12759163230657575 11.34999990463257 4.5499999523162851 1.1500000357627871 1019.0499877929689 11.864999771118166 1010.3500061035157 9.4949998855590838 7.7750000953674325 283.82919311523443 1016.7500000000001 13.550000190734865 4.4849998950958261 -0.76037701964378346 0.49786707758903509 3.9650000333786015
decision_type=2 2 2 2 2 2 2 2 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 11 -3 14 7 6 9 -5 21 -1 -8 16 -9 -11 15 -4 17 18 19 29 -19 -6 24 -24 25 26 -17 -13 -29 -2
right_child=1 2 3 4 8 -7 10 12 -10 13 -12 27 -14 -15 -16 22 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00038355522561741982 -0.00015972954896585108 -0.0018659160011121189 -0.00080510479739871591 0.000713364567005913 0.0022077925104618322 -0.00064430796634156839 0.001004732711330628 -0.0010151179442623611 -0.00056915053928512007 -0.0029017000177934214 0.0031502033627753296 -3.0247262178138671e-06 0.0046312939675742402 -0.00023601331338628107 -0.0022211628518302774 0.00091404436637830533 -0.00087353284278432963 0.0030585191962893953 -0.00083719944655512735 -0.00073662298750959865 -0.002095462009257918 -0.0030808867126330031 0.0015623852891484937 -7.4832083403793005e-05 -0.0029801356202019086 -0.00067817016322713327 -0.00050352025931293303 -0.0034480070408490545 -0.0011988719674147976 0.00096478418874616106
leaf_weight=645408 25755 10474 52452 25313 16841 27859 34850 22112 5440 3403 6079 7440 732 24548 5332 20957 133119 864 35917 23314 11924 711 14293 33400 2723 48432 19490 8028 26934 31640
leaf_count=645408 25755 10474 52452 25313 16841 27859 34850 22112 5440 3403 6079 7440 732 24548 5332 20957 133119 864 35917 23314 11924 711 14293 33400 2723 48432 19490 8028 26934 31640
internal_value=-4.4217e-06 -0.0004694 -0.000195573 -0.000130348 0.000434243 0.000361245 0.000400464 -2.07402e-05 0.00138721 0.000344365 0.00132339 -0.00071967 -0.000834188 -0.000560557 -0.000334175 -0.000281702 -0.000607386 -0.00033362 -0.000178617 0.000114464 -0.00174724 0.00199356 -8.46136e-05 0.000415822 -0.000345167 -0.00026444 0.000230969 -0.00141487 -0.00171532 0.000460178
internal_weight=1.32578e+06 583637 278702 268228 71149 742147 714288 48157 22992 673359 40929 304935 22844 27951 197079 191747 262533 129414 116626 80709 12788 17552 139295 47693 91602 88879 40447 42402 34962 57395
internal_count=1325784 583637 278702 268228 71149 742147 714288 48157 22992 673359 40929 304935 22844 27951 197079 191747 262533 129414 116626 80709 12788 17552 139295 47693 91602 88879 40447 42402 34962 57395
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=3
split_feature=67 121 98 93 53 4 75 79 31 136 136 14 16 54 40 38 19 92 112 31 31 136 129 23 67 37 127 55 12 39
split_gain=81.3762 14.9925 13.1058 11.7134 11.7954 11.1843 10.5657 13.3505 10.1331 10.8835 9.96715 9.80866 9.34866 8.95321 8.93617 9.12045 8.769 8.68035 8.65089 7.95026 14.9753 10.3674 7.91053 7.84982 11.1146 7.43386 7.36213 7.01575 6.96368 6.962
threshold=1.5249999761581423 0.18222858756780627 -0.78168323636054982 -0.85726135969161976 5.3550000190734872 4.6499998569488534 0.54459533095359813 3.4850000143051152 1013.4500122070314 0 1 1.185000002384186 16.335000038146976 18.195000648498539 8.1500000953674334 16.750000000000004 6.9049999713897714 -0.67477184534072865 -0.39873388409614557 1004.0499877929689 1013.4500122070314 2 27.500000000000004 7.3450000286102304 10.324999809265138 16.349999427795414 -0.74892720580101002 8.3949999809265154 1.1649999618530276 14.449999809265138
decision_type=2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=6 2 12 4 -4 8 7 13 9 11 -8 -3 16 22 15 -12 -2 -7 -9 28 27 23 -1 -22 -25 -13 -26 -21 -18 -30
right_child=1 5 3 -5 -6 17 10 18 -10 -11 14 25 -14 -15 -16 -17 19 -19 -20 20 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.00034256294533842324 -0.0015748812755681117 -0.0012116628878631596 0.00031916908143328737 -0.00014266951828658753 0.0025760175693149024 -0.0035895004484577833 -0.0016678582399999365 0.00092755444652874511 -0.00091746360134680068 -0.0010909285019265007 0.00033361167415720027 0.0019444013230616346 -0.0015297392180224658 -0.0024397782164948794 -0.002648669868506497 0.0050372169283342642 -0.0046555773226445692 -0.0013738614153771661 0.0028600800992375701 0.00074074405735033259 -0.0006073535056875007 -0.00090789229752533107 -0.0083306541642485746 0.0011070605908545857 0.001207144583718943 0.006461759440879092 -0.00051622110443527106 -0.0004026263721412532 -0.0015203559169479283 0.00042880846968294226
leaf_weight=670185 15784 2088 18523 106227 8422 5096 12393 33947 51320 5649 12050 5115 20352 2911 2289 1127 1391 33353 6982 43616 64500 87551 263 21392 7282 1108 41596 19377 17716 6179
leaf_count=670185 15784 2088 18523 106227 8422 5096 12393 33947 51320 5649 12050 5115 20352 2911 2289 1127 1391 33353 6982 43616 64500 87551 263 21392 7282 1108 41596 19377 17716 6179
internal_value=-4.20062e-06 -0.00044593 -0.000328113 9.35019e-05 0.00102458 -0.000991015 0.000343183 0.000380441 -0.000592563 0.000601843 -0.000612093 0.00175163 -0.000490044 0.000327147 0.000234825 0.000735901 -0.000425213 -0.00166752 0.00125722 -0.000366789 -0.000291481 -0.000484301 0.000339161 -0.00020904 0.000156538 0.00274871 -0.000259469 0.000389037 -0.00121652 -0.00101632
internal_weight=1.32578e+06 583637 479908 133172 26945 103729 742147 714288 65280 13960 27859 8311 346736 673359 15466 13177 326384 38449 40929 310600 285314 222321 670448 134770 70270 6223 48878 62993 25286 23895
internal_count=1325784 583637 479908 133172 26945 103729 742147 714288 65280 13960 27859 8311 346736 673359 15466 13177 326384 38449 40929 310600 285314 222321 670448 134770 70270 6223 48878 62993 25286 23895
cat_boundaries=0 1 2 3
cat_threshold=2853 3329 915
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=31
num_cat=2
split_feature=98 31 122 136 78 17 83 35 56 30 54 136 81 42 25 127 75 53 127 107 39 24 96 134 74 52 34 111 58 18
split_gain=73.3641 15.6722 11.7587 12.5122 10.4523 10.1215 8.69535 9.45767 8.43282 8.39392 8.02031 7.76627 8.76276 11.7691 10.5684 10.3105 11.2997 10.594 9.85437 11.0266 11.1997 8.9921 7.75863 7.69096 7.34349 11.0865 7.18708 7.1438 6.18897 5.92529
threshold=-0.71692222356796254 1022.0499877929689 -0.66259482502937306 0 43.719999313354499 15.405000209808351 268.95008850097662 13.050000190734865 220.67987823486331 1002.9500122070314 0.61500000953674328 1 274.97007751464849 10.84999990463257 223.50000000000003 -0.3172925859689712 0.603836089372635 2.8249999284744267 0.49240480363368994 -0.69421234726905812 18.650000572204593 316.50000000000006 -0.92414262890815724 1018.4500122070314 0.56451967358589183 0.10500000044703485 13.750000000000002 0.0090089151635766047 197.57405853271487 7.4149999618530282
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=1 2 3 24 23 11 10 -8 -3 -9 -5 -4 14 15 -13 17 18 -14 19 20 -17 -15 -20 -2 25 27 -23 -1 -11 -26
right_child=4 8 5 6 -6 -7 7 9 -10 28 -12 12 13 21 -16 16 -18 -19 22 -21 -22 26 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0048001790637878542 0.00033659742440447977 -0.0034129963190531994 -0.0017671984114226002 0.0036354466163125206 -0.0016304539914373068 -0.0012457941108590248 9.7547830730740511e-05 0.022165909108783431 -0.0010286861992299633 0.0024676584641197758 -0.00074553109317379844 -0.0023869742202660645 -0.00053596490439961617 0.00093853982840129066 -0.00059361298498478046 0.0019560161067983437 -0.00060602281958136947 0.0016965081041693899 -0.0011918310730776526 -0.00045721563415374489 0.0090482931179605968 0.0082079473588677065 0.00050369784098203303 -0.0046056303891303376 -0.0022274136105934462 -0.00016389133574383393 0.00040057780898769963 -0.00032416266048572803 0.0008658142539157102 -0.00058309808701231119
leaf_weight=2074 758447 3953 10170 1105 6850 41392 35001 48 59933 7881 19142 9253 9043 3896 73240 8850 130005 12887 11799 5244 594 910 15758 788 6171 15390 436 1012 25674 48838
leaf_count=2074 758447 3953 10170 1105 6850 41392 35001 48 59933 7881 19142 9253 9043 3896 73240 8850 130005 12887 11799 5244 594 910 15758 788 6171 15390 436 1012 25674 48838
internal_value=-3.99197e-06 -0.00043914 -0.000344166 4.82639e-06 0.000313925 -0.000514055 0.000404013 0.000672771 -0.00117622 0.00127192 -0.000506435 -0.000410359 -0.000361336 -0.00018206 -0.000794769 -0.00024517 -0.000375172 0.000775931 0.00033525 0.00138125 0.0024021 0.00215575 -0.000222272 0.000331468 -0.000477821 0.000384565 0.00567896 0.00311974 0.00124204 -0.00076756
internal_weight=1.32578e+06 559699 495813 162336 766085 333477 88851 68604 63886 33603 20247 292085 281915 199422 82493 194180 172250 21930 42245 14688 9444 5242 27557 759235 73485 18476 1346 3086 33555 55009
internal_count=1325784 559699 495813 162336 766085 333477 88851 68604 63886 33603 20247 292085 281915 199422 82493 194180 172250 21930 42245 14688 9444 5242 27557 759235 73485 18476 1346 3086 33555 55009
cat_boundaries=0 1 2
cat_threshold=7232 4096
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=31
num_cat=5
split_feature=67 121 19 19 12 136 88 20 43 36 62 73 136 77 136 86 130 22 35 114 136 52 30 125 77 30 52 136 82 39
split_gain=67.2601 13.0871 12.0647 12.6591 13.6433 11.4471 11.4316 10.8755 9.89964 10.4063 9.68635 9.18621 15.3557 11.9657 12.8202 10.431 9.53134 9.13212 12.2072 10.1669 8.46027 8.11334 8.04826 8.02578 8.0188 7.66 7.61949 9.36853 7.4687 15.3918
threshold=1.5249999761581423 0.18222858756780627 6.9049999713897714 9.5450000762939471 3.185000061988831 0 0.022196399047970775 7.1449999809265146 1.0000000180025095e-35 12.550000190734865 0.33961082994937902 0.58124256134033214 1 3.495000004768372 2 0.86939862370491039 49.500000000000007 7.0850000381469735 10.84999990463257 -0.84335932135581959 3 0.46500000357627874 1013.5499877929689 -0.14780378341674802 1.075000047683716 1011.8500061035157 2.1350001096725468 4 302.25376892089849 16.94999980926514
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2
left_child=11 2 -2 4 6 8 10 20 9 -5 -4 13 -13 16 25 -14 21 -7 -19 -20 -3 -1 -9 -21 -23 -15 -8 -28 29 -27
right_child=1 7 3 5 -6 17 26 22 -10 -11 -12 12 15 14 -16 -17 -18 18 19 23 -22 24 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.00034012674563381023 -0.0014258080460423815 -0.00090778241854382415 0.00088560943597846891 0.00097077178562799424 -0.0016550018049373465 -0.00078658630972181605 0.00066263217619705285 0.00058674607420890852 -0.00053908726377011084 0.0047998136755178751 -0.00016916955242824691 -0.0018061590529243718 -0.00033639928924719036 0.004481005988145912 0.00046864919071466673 0.0020033614997134598 -0.0090737789096929332 -0.0011265203693005322 -0.00040961407844177736 0.0017678568285540615 -0.0024254255102333817 -0.0019937416236847868 -0.00080243026257480025 0.0001796484031421628 -1.8576469299245179e-05 -0.0015127783046019821 0.00062997260277319086 0.0049749561964896145 0.0030316245814415018 0.0032149816651119872
leaf_weight=637981 22494 20169 32960 6505 9068 127901 6035 12938 6586 2440 64088 13408 17296 3175 24881 6574 271 32660 93529 9141 16917 7117 53705 61282 18485 3808 2059 3160 6009 3142
leaf_count=637981 22494 20169 32960 6505 9068 127901 6035 12938 6586 2440 64088 13408 17296 3175 24881 6574 271 32660 93529 9141 16917 7117 53705 61282 18485 3808 2059 3160 6009 3142
internal_value=-3.79303e-06 -0.000405386 -0.00029531 -0.000239716 0.000208004 -0.000394252 0.000363991 -0.000914658 0.000931471 0.00201525 0.000189061 0.000312026 -0.000452903 0.000352481 0.00118128 0.000307862 0.000301275 -0.000457715 -0.000243799 -6.79565e-05 -0.00160096 0.000305104 -0.000532737 0.0003858 -0.000567645 0.00227856 0.00187249 0.00327151 0.00174071 0.000624577
internal_weight=1.32578e+06 583637 479908 457414 117370 340044 108302 103729 15531 8945 97048 742147 37278 704869 41015 23870 663854 324513 196612 163952 37086 663583 66643 70423 25602 16134 11254 5219 12959 6950
internal_count=1325784 583637 479908 457414 117370 340044 108302 103729 15531 8945 97048 742147 37278 704869 41015 23870 663854 324513 196612 163952 37086 663583 66643 70423 25602 16134 11254 5219 12959 6950
cat_boundaries=0 1 2 3 4 5
cat_threshold=16 3073 566 2468 5524
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=6
split_feature=67 122 136 116 38 35 0 127 30 58 7 136 136 115 136 73 136 77 136 86 130 4 12 12 72 32 112 20 39 18
split_gain=60.7017 12.8049 17.0447 12.1319 13.5906 12.0022 11.9253 11.6553 11.081 10.2653 8.31122 11.6408 9.56165 12.6152 8.30616 8.29109 13.8969 10.7992 11.5701 9.79179 8.60204 8.15903 7.79328 7.59306 7.54944 7.28981 7.27544 7.07089 7.05178 8.40594
threshold=1.5249999761581423 -0.5663846731185912 0 0.1650413200259209 18.050000190734867 12.650000095367433 226.50000000000003 -0.60873827338218678 1012.7500000000001 195.25161743164065 0.84999999403953563 1 2 -0.70088258385658253 3 0.58124256134033214 4 3.495000004768372 5 0.86706784367561351 49.500000000000007 4.6499998569488534 1.2549999952316286 1.8550000190734866 0.49492163956165319 18.849999427795414 -0.36648726463317866 6.0850000381469735 10.550000190734865 7.4149999618530282
decision_type=2 2 1 2 2 2 2 2 2 2 2 1 1 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 28 4 27 -4 -6 14 -7 22 12 -12 13 -9 21 17 -17 20 -19 -18 24 -5 -10 -13 -1 -14 -20 -3 -2 -30
right_child=1 3 5 7 6 8 -8 10 9 -11 11 23 25 -15 -16 16 19 18 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00031062424459019143 0.00088621195867907658 -0.0020521480088016874 -0.00025821765659125932 0.0025828562111887021 0.0033005916872101458 0.0018760285886270111 -0.0014245262717849983 0.0009316580814481704 -0.00014796901962626773 2.6736683981473838e-05 -0.00014587782822293046 -0.0015145487594373031 -9.3148080761471332e-05 0.0090512332641795642 -9.3001848711375646e-05 -0.0016836652988789372 -0.00033862084411381387 0.0021646299937009314 0.00014977376048308776 0.0019176661110285563 -0.0086200900366392354 -1.6460786613949848e-05 0.00254568065993916 -0.00066986592655872456 -0.0010791434916778862 0.0090014909294450687 0.0029181603173559292 -0.00096459743108343434 -0.0023010742399178666 -0.00056648398828225259
leaf_weight=653663 7447 18600 56384 7130 3272 16007 2256 1619 3987 43784 70219 40439 29393 679 25967 13871 16645 16134 22224 6762 271 5236 8224 77774 9920 222 2657 76071 7641 81286
leaf_count=653663 7447 18600 56384 7130 3272 16007 2256 1619 3987 43784 70219 40439 29393 679 25967 13871 16645 16134 22224 6762 271 5236 8224 77774 9920 222 2657 76071 7641 81286
internal_value=-3.60303e-06 -0.000385115 -8.91773e-05 -0.000570456 -0.00103756 0.000288067 0.00137225 -0.000389525 0.000715896 0.000384255 -0.000529512 -0.000655886 0.000216669 0.00331635 0.000415143 0.000296424 -0.000430282 0.000334857 0.00112222 0.000313059 0.000286211 0.00148106 0.00166618 -0.000958739 0.000289848 -2.49644e-05 0.000445226 -0.00117827 -0.000591697 -0.000715528
internal_weight=1.32578e+06 583637 224760 358877 100199 128386 5528 258678 72002 55995 220345 188432 31913 2298 38333 742147 37278 704869 41015 23407 663854 12366 12211 118213 663583 29615 24881 94671 96374 88927
internal_count=1325784 583637 224760 358877 100199 128386 5528 258678 72002 55995 220345 188432 31913 2298 38333 742147 37278 704869 41015 23407 663854 12366 12211 118213 663583 29615 24881 94671 96374 88927
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=7236 372 512 770 7169 566
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=31
num_cat=4
split_feature=75 122 136 32 97 52 12 7 35 136 10 33 108 127 38 69 67 31 6 79 108 123 78 136 84 136 23 18 28 91
split_gain=53.9109 12.3345 15.1189 9.02401 9.3645 8.94882 8.25951 8.79956 8.8605 13.0287 16.3316 11.9113 10.1932 10.0773 8.25862 8.23531 7.90577 9.18567 10.166 8.34324 9.05985 8.30905 8.14344 7.7811 7.66284 7.43182 7.27348 7.11571 8.13626 6.99455
threshold=0.55189776420593273 -0.52247866988182057 0 12.34999990463257 -0.74366331100463856 14.00500011444092 1.294999957084656 4.1499998569488534 11.34999990463257 1 1.0000000180025095e-35 12.84999990463257 0.13068006932735446 -0.16504132002592084 8.4499998092651385 301.48492431640631 1.1150000095367434 1024.350036621094 0.55000001192092907 1.685000002384186 0.14796182513237002 -0.8338540494441985 0.90500000119209301 2 0.89119476079940807 3 5.1649999618530282 7.4149999618530282 1013.3500061035157 -0.076150227338075624
decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2
left_child=5 2 14 -4 -5 15 -3 8 -8 10 11 -10 -12 -14 -2 16 19 18 -18 20 22 -20 -1 -21 -17 -9 -23 -16 -29 -28
right_child=1 6 3 4 -6 -7 7 25 9 -11 12 -13 13 -15 27 24 17 -19 21 23 -22 26 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0039289416240771069 0.019494829832704046 -0.0011810422837555405 -0.00022431509533031785 0.00028035741129856878 0.0015877170338612894 -0.00095510661533747688 -0.00088671661650505302 -0.00025117224035374063 0.0010700663672027629 -0.00022718279530787049 -0.0011142661725299051 0.010899230323103352 0.0038674942332213242 0.0007664974401059662 -0.0019490913246987978 0.0016767702414746074 0.0018879316312617738 -0.0042335273809625922 0.00076959158992299145 -0.00020658354590519205 0.00029261200110423339 -0.0019562218589948793 -0.00036065214565574977 0.0015133704428237265 -0.00074026263643847494 -0.00098433880462316385 -0.00069355431039631594 0.00034135746519498608 -0.00079684116742893471 0.00097625928839670077
leaf_weight=2303 51 49209 62583 58811 17856 14723 29406 53552 534 63329 4808 729 3521 10237 9165 18135 5523 1418 13025 8856 639850 8768 5230 25563 4003 97597 31867 21868 55676 7808
leaf_count=2303 51 49209 62583 58811 17856 14723 29406 53552 534 63329 4808 729 3521 10237 9165 18135 5523 1418 13025 8856 639850 8768 5230 25563 4003 97597 31867 21868 55676 7808
internal_value=2.18954e-06 -0.00038309 -0.000101629 0.000221169 0.000584846 0.000266002 -0.000586377 -0.000475412 -0.000140726 0.000123068 0.00124117 0.00674343 0.000867537 0.00156012 -0.000619676 0.00028928 0.000261233 -0.000251183 -0.000166889 0.000312647 0.000272317 -0.000351518 -0.00145155 0.00107121 0.00123972 -0.00072466 -0.000652953 -0.000631579 -0.00047586 -0.000364937
internal_weight=1.326e+06 538932 226010 139250 76667 787072 312922 263713 112564 83158 19829 1263 18566 13758 86760 772349 750211 68409 66991 681802 647383 61468 7533 34419 22138 151149 48443 86709 77544 39675
internal_count=1326004 538932 226010 139250 76667 787072 312922 263713 112564 83158 19829 1263 18566 13758 86760 772349 750211 68409 66991 681802 647383 61468 7533 34419 22138 151149 48443 86709 77544 39675
cat_boundaries=0 1 2 3 4
cat_threshold=7232 532 5505 2416
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=31
num_cat=5
split_feature=89 17 117 31 61 22 55 80 127 136 136 53 32 30 132 17 41 74 116 8 88 34 136 63 136 12 35 55 136 84
split_gain=49.1342 11.9379 14.4506 11.1224 10.3215 10.3248 14.7465 14.3512 13.3466 9.9361 9.6539 9.58861 9.26272 9.25288 11.0966 9.18957 12.801 9.07675 9.48637 9.065 8.39718 7.92557 7.86176 7.38315 7.12655 8.36023 7.04389 8.61961 7.03838 6.90163
threshold=-0.19709702581167218 16.335000038146976 -0.78257837891578663 1022.6499938964845 0.31509123742580419 7.4649999141693124 26.265000343322757 283.48010253906256 -0.18222858756780622 0 1 4.2449998855590829 10.750000000000002 1014.2500000000001 1016.0499877929689 10.405000209808351 10.650000095367433 0.56115576624870311 0.55191597342491161 1.0500000119209292 0.12972998619079593 13.449999809265138 2 0.46568049490451818 3 1.7649999856948855 15.34999990463257 1.685000002384186 4 0.86616864800453197
decision_type=2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2
left_child=1 3 21 4 15 9 7 -7 10 26 -9 17 -10 14 28 16 22 -2 -19 -11 -13 -3 -1 -4 -5 -26 -6 -28 -14 -30
right_child=11 2 23 24 5 6 -8 8 12 19 -12 20 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0012217304551360598 0.00028917622905829575 -0.0011500890757158667 -0.0029969148632122541 0.00024280242091207535 -0.00063425968701638202 -0.00034760946692459802 -0.00056998565822712153 0.0043910715603020503 -0.0012566684625502267 -0.0022393033026640078 0.001388627257643057 0.00090511298533415847 0.00046372970766835595 0.00020065706017928766 -0.0013996774126938264 -0.00071227204006723242 0.0034653652853701526 -0.0012896676900381017 0.00024407911984026281 -0.00011401237377067604 0.0037070763923869677 0.0026118550550714844 -0.00010445305203846598 -0.0012013259714820286 -0.0022202241886167917 -0.0007499513044360404 -0.0037533749945827428 -0.0011601208126909433 0.0021042232292924289 0.0050152602946509006
leaf_weight=19909 664188 2411 8038 9919 107712 42973 68909 3761 6756 5213 9356 20281 4062 29911 2490 14657 3893 19154 21285 133656 3080 3339 25461 19894 14550 28819 3875 18514 7080 2858
leaf_count=19909 664188 2411 8038 9919 107712 42973 68909 3761 6756 5213 9356 20281 4062 29911 2490 14657 3893 19154 21285 133656 3080 3339 25461 19894 14550 28819 3875 18514 7080 2858
internal_value=2.08001e-06 -0.000333731 -0.00124815 -0.000279154 -0.000207476 -0.000292437 2.78451e-06 0.000364067 0.000825528 -0.00048798 0.00225392 0.000277937 0.00047306 0.000724908 0.00167584 0.000386828 0.000713838 0.000244896 -0.000482383 -0.00019378 0.00127453 0.00103446 0.000477741 -0.00171804 -0.000966565 -0.00124293 -0.000801932 -0.00160895 0.00222284 0.00293843
internal_weight=1.326e+06 598016 33682 564334 511046 447126 178156 109247 66274 268970 13117 727988 53157 46401 16490 63920 49263 704627 40439 138869 23361 5750 45370 27932 53288 43369 130101 22389 14000 9938
internal_count=1326004 598016 33682 564334 511046 447126 178156 109247 66274 268970 13117 727988 53157 46401 16490 63920 49263 704627 40439 138869 23361 5750 45370 27932 53288 43369 130101 22389 14000 9938
cat_boundaries=0 1 2 3 4 5
cat_threshold=5761 514 3234 4148 7360
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=3
split_feature=67 123 21 30 136 38 6 84 66 18 31 136 39 18 30 107 127 28 77 52 37 136 4 16 39 71 54 103 6 72
split_gain=44.9448 13.0633 12.8274 11.3041 10.1114 9.95495 10.4251 10.1392 9.84677 9.81168 10.3312 10.9747 11.7022 10.8175 10.3873 10.5273 11.2002 13.1596 9.523 10.1411 13.3522 9.33072 8.72135 8.70586 8.33505 8.13861 7.90191 7.64034 7.73476 7.61187
threshold=1.6050000190734866 -0.64942333102226246 5.7750000953674325 1012.7500000000001 0 14.449999809265138 11.250000000000002 0.87238720059394848 6.8650000095367441 15.405000209808351 1016.7500000000001 1 8.7500000000000018 11.775000095367433 1005.3500061035157 -0.66957592964172352 1.0000000180025095e-35 1015.5499877929689 18.545000076293949 3.6450001001358037 13.250000000000002 2 5.3500001430511483 10.405000209808351 14.949999809265138 330.42630004882818 4.1050000190734872 0.82944917678833019 0.55000001192092907 0.61165535449981701
decision_type=2 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
left_child=25 3 27 5 -5 7 -7 -2 -9 10 14 -12 -13 18 24 16 22 21 23 20 -20 -18 -16 -14 26 29 -4 28 -3 -1
right_child=1 2 9 4 -6 6 -8 8 -10 -11 11 12 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028610717812487988 -0.00094202674659042262 0.0006439375831318717 -0.0028039001081730814 -0.00066434962687715148 0.0002076487881168571 0.0018962737262234444 -0.0030694323257880679 -0.00086414115072831624 0.0030264554723032112 -0.0010620129036444893 0.00016722572194166036 0.0174781309628067 -0.0029937340242764772 -0.00045830793780613876 0.0013003253450411718 -0.00054723373968248068 -0.0010183510052402134 -0.001355673979024666 0.0038568848475422548 -0.0012609461041207099 -0.0034817011582912883 0.00085222969345631291 -0.00028771102479563913 -0.0012678207592001682 0.00078355039690772418 0.0037819664855256239 -0.00073895587956742228 0.0017958652797613467 -0.0015587464441461486 -0.00046521010230405908
leaf_weight=710202 11397 4385 6284 59449 75398 17972 1123 2681 4134 45709 35310 87 12015 63622 39762 37927 8709 14703 2539 7209 820 28328 11048 18645 6141 1635 17633 2000 43745 35392
leaf_count=710202 11397 4385 6284 59449 75398 17972 1123 2681 4134 45709 35310 87 12015 63622 39762 37927 8709 14703 2539 7209 820 28328 11048 18645 6141 1635 17633 2000 43745 35392
internal_value=1.97888e-06 -0.000328778 -0.000483341 3.62931e-05 -0.000176817 0.000806583 0.00160423 -2.97427e-05 0.00149591 -0.000378031 -0.000277433 -0.000595323 -0.000851845 -0.000867136 -1.60023e-05 0.000164504 0.000427732 -9.00849e-05 -0.00149803 -0.000203683 0.00206539 0.00041233 0.000955027 -0.00194417 -0.000859603 0.000258171 -0.0012815 -0.00123224 -0.00135807 0.000250444
internal_weight=1.326e+06 578775 406621 172154 134847 37307 19095 18212 6815 356491 310782 140247 104937 104850 170535 140477 102550 51740 41228 10568 3359 37037 50810 30660 30058 747229 23917 50130 48130 745594
internal_count=1326004 578775 406621 172154 134847 37307 19095 18212 6815 356491 310782 140247 104937 104850 170535 140477 102550 51740 41228 10568 3359 37037 50810 30660 30058 747229 23917 50130 48130 745594
cat_boundaries=0 1 2 3
cat_threshold=7236 144 5252
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=31
num_cat=4
split_feature=98 31 18 31 30 136 136 3 35 84 40 136 8 39 67 60 38 40 56 14 136 72 55 12 37 67 17 83 88 26
split_gain=40.7265 11.8627 9.74082 8.90435 12.5659 14.1729 13.7472 11.9319 10.9161 9.47656 9.31558 13.2577 9.16621 9.10054 9.11718 11.1783 8.87472 8.15767 7.85557 7.85061 17.8171 9.37601 8.06593 7.60132 7.51024 7.93643 8.5758 7.37929 7.35668 7.30944
threshold=-0.71339526772499073 1022.0499877929689 16.335000038146976 996.95001220703136 1013.8500061035157 0 1 1.0000000180025095e-35 11.550000190734865 0.87526792287826549 7.9500000476837167 2 11.550000190734865 19.050000190734867 7.2249999046325692 0.44041436910629278 13.84999990463257 9.8499999046325701 228.8271179199219 1.1449999809265139 3 0.51865705847740184 3.6950000524520878 1.1050000190734866 21.250000000000004 11.09500026702881 8.0099999904632586 294.41697692871099 -0.36129307746887201 212.50000000000003
decision_type=2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 8 -5 16 -6 23 11 -9 19 14 17 -16 -7 -10 -3 21 22 -8 -21 -1 25 26 -22 -14 -28 -4
right_child=-2 18 29 4 5 7 12 10 13 -11 -12 -13 27 -15 15 -17 -18 -19 -20 20 24 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0050703065822720952 0.00023979920955197705 -0.0029200349057825268 0.00048702694558006525 -0.00077169613657867176 -0.00054155194215590389 0.0025992365721141373 0.0011337785364510938 0.0015016248627557924 0.00074872094482536012 0.00063485073858082655 -0.001996107142062358 -0.00074126812004128345 -0.0018500690061317967 -0.0086750034844980291 -0.0013383553783127354 0.0004049992764749301 -7.0981812631277933e-05 0.0034292299446307887 -0.00080410569388653878 0.0055686419409590408 -2.9287227592322337e-05 -0.0011275127293138793 0.0012363961318449719 -0.0012462129454713167 -0.00694118080326739 8.8676584100042696e-05 0.0010995568942931766 0.00038167871965961271 0.0027382738042496992 -0.0015784092217396698
leaf_weight=1377 763298 4735 5353 25644 48167 4468 7681 6932 40731 6915 13679 130013 6829 276 12645 33699 10251 3051 59593 2868 11141 11369 1718 23085 318 27300 23702 8094 9632 21440
leaf_count=1377 763298 4735 5353 25644 48167 4468 7681 6932 40731 6915 13679 130013 6829 276 12645 33699 10251 3051 59593 2868 11141 11369 1718 23085 318 27300 23702 8094 9632 21440
internal_value=1.87976e-06 -0.000320853 -0.000238374 -0.000185685 -0.00012768 -0.000306577 0.000271226 -0.00061914 6.64175e-05 -0.000999479 -0.000751954 -0.00062768 0.00051295 0.000390356 0.000418118 -7.06765e-05 0.000739572 0.000935515 -0.000959853 0.000692673 0.000918361 -0.000215755 0.00393712 -0.00146148 0.000725685 0.000759754 0.00117168 -0.000639604 0.00157307 -0.00116575
internal_weight=1.326e+06 562706 498378 471585 440208 303912 136296 165343 138569 31377 150624 136945 110652 90402 90126 46344 14719 43782 64328 95729 76679 19050 4586 24462 72093 71775 44475 14923 33334 26793
internal_count=1326004 562706 498378 471585 440208 303912 136296 165343 138569 31377 150624 136945 110652 90402 90126 46344 14719 43782 64328 95729 76679 19050 4586 24462 72093 71775 44475 14923 33334 26793
cat_boundaries=0 1 2 3 4
cat_threshold=914 4240 32 32
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=31
num_cat=4
split_feature=67 21 28 29 136 55 38 31 136 39 128 56 126 80 52 28 127 79 43 36 73 71 71 19 107 110 73 136 77 136
split_gain=37.3667 11.7648 13.7558 16.7774 10.878 16.7385 10.6431 9.61488 9.42397 12.5057 8.87318 8.8234 8.17364 9.26508 7.94896 7.8143 8.88306 7.47037 8.77494 7.35322 8.35062 7.34209 6.89735 6.88953 6.88166 6.77194 6.60612 10.9248 10.2801 11.3819
threshold=1.6050000190734866 5.7750000953674325 1014.3500061035157 1004.7500000000001 0 17.964999198913578 16.650000572204593 1012.8500061035157 1 16.250000000000004 331.50000000000006 191.39131927490237 0.85260769724845897 273.88146972656256 5.4049999713897714 1019.5499877929689 0.56638467311859142 17.414999961853031 2.5499999523162846 12.34999990463257 0.75462278723716747 330.42630004882818 325.71261596679693 10.405000209808351 -0.44065584242343897 0.59099793434143078 0.6207895576953889 2 3.6149998903274541 3
decision_type=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 2 1
left_child=21 10 3 6 -5 7 -3 24 9 17 22 14 13 -10 23 16 -15 18 19 -4 -21 26 -2 -9 -6 -20 28 -28 -1 -30
right_child=1 2 8 4 5 -7 -8 11 12 -11 -12 -13 -14 15 -16 -17 -18 -19 25 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00021017735965136802 -0.00086307022956726284 -0.00097637347011724548 0.0010148271172932342 -0.00049632542542246986 0.0014870644240285566 -0.00071673763813067911 0.0042902174414924119 0.0020980947543501414 -0.00084445916537706609 0.012232220812349402 -0.0043092838370944976 -3.7605292075852805e-05 -0.00093181490141905755 0.00056504004930256208 0.0044650721080160037 -0.00061728956608773033 -0.00033391645013638462 -0.00083518929763603481 -0.0017399000793374298 0.0012730653863536313 0.0063618302575782553 0.0035823029008896384 0.0020266837165703743 -0.0014648971935187338 -0.0011123406866712631 0.0015953897718526415 0.00063475894424518944 -0.001236949157595155 0.0019905947272096719 0.00036285694167301636
leaf_weight=667913 75460 34162 5528 27546 48576 19545 987 3978 62816 228 1827 33076 74238 54599 2083 55031 55328 7418 3599 1497 1747 1635 2123 2059 2687 2637 13180 19062 17420 28019
leaf_count=667913 75460 34162 5528 27546 48576 19545 987 3978 62816 228 1827 33076 74238 54599 2083 55031 55328 7418 3599 1497 1747 1635 2123 2059 2687 2637 13180 19062 17420 28019
internal_value=1.78577e-06 -0.000299801 -0.000209906 0.000147842 0.000393754 0.000612647 -0.000828485 0.000893733 -0.000402406 0.000581032 -0.000865101 0.000324957 -0.000476177 -0.000327693 0.00180182 -0.000130908 0.000112581 0.000462836 0.00110441 0.00212379 0.00401353 0.000235383 -0.000783994 0.000882888 0.00135081 -0.000329515 0.000228044 -0.000472012 0.000259685 0.000987403
internal_weight=1.326e+06 578775 499365 174699 139550 112004 35149 92459 324666 22654 79410 41196 302012 227774 8120 164958 109927 22426 15008 8772 3244 747229 77583 6037 51263 6236 745594 32242 713352 45439
internal_count=1326004 578775 499365 174699 139550 112004 35149 92459 324666 22654 79410 41196 302012 227774 8120 164958 109927 22426 15008 8772 3244 747229 77583 6037 51263 6236 745594 32242 713352 45439
cat_boundaries=0 1 2 3 4
cat_threshold=4240 16 854 566
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=5
split_feature=99 122 75 16 116 62 39 107 75 127 136 14 36 136 43 133 22 136 85 62 36 53 39 136 136 61 108 37 121 28
split_gain=35.2643 10.6369 9.71421 8.17059 9.42231 11.7332 7.38336 7.33558 8.31828 9.11477 8.77348 8.56891 7.52195 6.95922 6.34949 6.33637 6.29163 6.11767 5.97258 7.46428 5.89471 8.55552 5.70733 7.88124 5.49226 6.49296 5.4673 13.6011 5.4517 5.41567
threshold=-0.76083454489707936 0.33379416167736059 0.35207259654998785 15.405000209808351 -0.73724925518035878 0.48098537325859075 13.34999990463257 -0.66957592964172352 0.72805309295654308 0.39873388409614569 0 1.1050000190734866 16.650000572204593 1 9.9499998092651385 1018.1499938964845 5.7049999237060556 2 0.8714255988597871 0.27157664299011236 16.550000190734867 1.6250000000000002 10.84999990463257 3 4 0.46474951505661016 -0.76859757304191578 21.650000572204593 -0.58068084716796864 1015.3500061035157
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 1 1 2 2 2 2 2
left_child=1 2 13 7 6 -6 -5 8 9 11 20 14 17 -1 18 26 -10 -13 19 -4 28 -22 23 -18 25 -3 27 -2 -11 -24
right_child=15 24 3 4 5 -7 -8 -9 16 10 -12 12 -14 -15 -16 -17 22 -19 -20 -21 21 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024835533917391497 -0.0018408833402855486 -0.0027533677308662339 0.0032291542087749519 -0.001409969532734817 -0.0026754725158410599 -0.00071939907815371604 0.0011578887957703731 -0.00074612228564932385 -0.0013035413369354245 0.00010123206431438757 0.00025412787855244622 -0.00050355804865776725 0.0025244304749352589 0.0016484465698005032 -0.0020562091588871559 -0.0029049552641175341 -0.00062538519822045611 0.0011288511195483091 -0.0016338212699129721 0.00017497706876585289 -0.0058334407270258836 -0.0012624270272443689 1.6543084699412052e-05 0.00138572631270193 -0.00058107586551927725 -0.00094739404488389386 0.00022465175812429457 0.010898941360897847 -0.0014729268127662391 -0.00059085624695078324
leaf_weight=1126 5374 7088 2397 4110 10250 30414 8778 49503 14764 15275 49260 7420 7396 10055 3637 1632 8241 25298 3453 12094 1278 5144 63679 11893 57466 16710 797358 218 8595 86613
leaf_count=1126 5374 7088 2397 4110 10250 30414 8778 49503 14764 15275 49260 7420 7396 10055 3637 1632 8241 25298 3453 12094 1278 5144 63679 11893 57466 16710 797358 218 8595 86613
internal_value=-2.3727e-07 -0.000320316 -0.000223386 -0.000261263 -0.00083908 -0.00121246 0.000338995 -0.000178954 -9.29448e-05 0.000196061 -0.000157654 0.000652154 0.00108436 0.00123158 -0.000151224 0.0002074 -0.000313373 0.000758834 0.00023489 0.000680178 -0.000827092 -0.00217207 -0.000227595 0.000562941 -0.000845943 -0.00148466 0.000213726 -0.00134423 -0.000465584 -0.0003335
internal_weight=1.32652e+06 521937 440673 429492 53552 40664 12888 375940 326437 141247 79552 61695 40114 11181 21581 804582 185190 32718 17944 14491 30292 6422 170426 20134 81264 23798 802950 5592 23870 150292
internal_count=1326519 521937 440673 429492 53552 40664 12888 375940 326437 141247 79552 61695 40114 11181 21581 804582 185190 32718 17944 14491 30292 6422 170426 20134 81264 23798 802950 5592 23870 150292
cat_boundaries=0 1 2 3 4 5
cat_threshold=5696 5120 5392 2178 5187
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=31
num_cat=2
split_feature=100 107 37 90 76 72 136 43 39 78 38 76 127 15 38 96 76 67 81 24 34 35 93 54 136 110 30 36 132 67
split_gain=32.205 14.4352 16.3313 11.9393 9.09968 11.481 8.31948 35.1063 12.599 14.7859 8.254 8.09716 8.04026 7.87476 7.40929 7.25684 7.09585 7.4594 6.69723 6.51723 6.49234 7.03691 6.37594 7.77023 6.32464 6.21205 6.15424 6.08994 5.96033 5.77451
threshold=0.69458061456680309 -0.67286193370819081 21.650000572204593 1.0000000180025095e-35 1.2450000047683718 0.34208472073078161 0 1.5500000119209292 16.550000190734867 5.2950000762939462 14.250000000000002 3.1450001001358037 0.89490029215812694 1.5049999952316286 14.34999990463257 -0.98100656270980824 2.054999947547913 2.8750000000000004 183.66540527343753 207.50000000000003 17.44999980926514 11.250000000000002 -0.92945608496665943 5.0050001144409189 1 -0.77655610442161549 1011.9500122070314 6.9500000476837167 1015.3500061035157 2.7549999952316289
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=1 3 18 4 -1 -6 7 10 14 19 13 -12 15 -7 -9 -8 -5 -18 -3 -10 21 27 23 -2 -23 -21 -16 -20 -19 -26
right_child=22 2 -4 16 5 6 12 8 9 -11 11 -13 -14 -15 26 -17 17 28 20 25 -22 24 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0013302177757050164 0.00061414644110507899 -0.0020073983357062324 0.011159105298559697 -0.0011830416806415328 0.0015196503138878259 -0.0011242691043038152 -0.00062019881350006459 -0.00038732829689224775 0.0012312857079450161 0.0032986957817773784 0.0016449548175352484 0.0049440571090508872 -0.00087622819234970143 0.0023375379557096427 0.0011555608639528909 -7.2112744856613756e-05 0.0020642516195226337 0.00043799110510037885 0.0077968412296632664 0.021354128963624441 -0.0028068491057906026 -0.001259332229186479 0.00020755814616944861 0.0039421679584420661 0.00063110582252590358 -0.0014506072388724657 -0.0029251778084327137 -0.0014084805675599636 -0.01061867591489591 -0.00046777300019276193
leaf_weight=17686 6002 10791 285 3811 9789 2424 78743 8699 3925 3698 3211 4420 50501 5097 1048 259166 11587 13486 181 30 3506 15129 718057 2478 17905 6510 7804 24450 123 35977
leaf_count=17686 6002 10791 285 3811 9789 2424 78743 8699 3925 3698 3211 4420 50501 5097 1048 259166 11587 13486 181 30 3506 15129 718057 2478 17905 6510 7804 24450 123 35977
internal_value=-2.25322e-07 -0.000271329 -0.000794118 -0.000156275 -0.000217958 -0.000173759 -0.000211842 0.000417399 -0.000528407 0.000580989 0.0023973 0.00355585 -0.000287771 0.00122181 -0.00142365 -0.000199833 0.000827751 0.00113189 -0.000825679 -0.000379363 -0.000694416 -0.000615325 0.000223655 0.00158665 -0.00035638 -0.001346 -0.00244205 -0.00134084 0.000338059 -0.000102596
internal_weight=1.32652e+06 599982 108224 491758 462751 445065 435276 46866 31714 14163 15152 7631 388410 7521 17551 337909 29007 25196 107939 10465 97148 93642 726537 8480 69011 6540 8852 24631 13609 53882
internal_count=1326519 599982 108224 491758 462751 445065 435276 46866 31714 14163 15152 7631 388410 7521 17551 337909 29007 25196 107939 10465 97148 93642 726537 8480 69011 6540 8852 24631 13609 53882
cat_boundaries=0 1 2
cat_threshold=48 4195
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=5
split_feature=101 123 136 9 136 36 105 75 39 136 77 85 36 40 13 94 29 6 33 98 65 136 100 127 136 102 36 31 13 39
split_gain=29.4314 12.5369 12.1659 8.56337 13.4535 12.9628 9.34987 9.54061 8.65318 8.62135 8.18223 7.81911 7.80495 10.8797 9.86108 7.49368 7.41762 7.95381 7.26921 7.09087 7.01378 11.4358 7.52339 9.16165 7.05637 7.21328 6.99007 8.28708 9.31935 6.92779
threshold=0.72634106874465953 -0.63605400919914235 0 1.0000000180025095e-35 1 20.050000190734867 -0.675990730524063 0.65149834752082836 18.650000572204593 2 1.235000014305115 0.9053461253643037 16.150000572204593 7.0499999523162851 0.78499999642372142 -0.33130285143852228 1012.9500122070314 11.550000190734865 12.949999809265138 -0.96604773402214039 0.87500000000000011 3 0.02535346616059542 -0.85260769724845875 4 0.39149452745914465 17.050000190734867 1012.8500061035157 1.5049999952316286 13.949999809265138
decision_type=2 2 1 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2
left_child=1 2 12 4 18 6 7 8 -6 -5 -11 16 13 -1 -14 -2 17 -4 -3 -17 21 -12 26 24 25 -24 -22 28 -28 -20
right_child=15 3 11 9 5 -7 -8 -9 -10 10 20 -13 14 -15 -16 19 -18 -19 29 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00049066110185445411 0.0011484632426094277 0.00078252330735397368 0.00084760382908889622 -0.0014283944725091006 0.0014029858912073018 0.0073220346327324149 -0.0016673131571312623 -0.00031521971505797338 0.0076569214484885992 -0.0017219620421336851 0.0027287302809582137 -0.0014496471346795861 -0.00086904688255187192 -0.0015664202236504812 0.0019218749557449516 -0.0024485872609565701 -0.00033544680239596319 -0.0026857266387104043 0.011112822585770288 0.00020125045209395603 -0.0010598799342168925 -0.0001628386982014152 0.00030686793414463572 -0.00042487916889344401 1.5336820506971218e-05 0.003014949331808606 0.0011238779095908847 -0.00092611380973117892 0.0083172123971865467 0.002993204016662736
leaf_weight=56187 21084 729 24602 22517 7077 613 6630 13522 600 11660 4623 12214 3924 7258 16362 2534 90139 1703 556 684190 64769 13055 5283 210675 28437 4600 4154 5819 505 498
leaf_count=56187 21084 729 24602 22517 7077 613 6630 13522 600 11660 4623 12214 3924 7258 16362 2534 90139 1703 556 684190 64769 13055 5283 210675 28437 4600 4154 5819 505 498
internal_value=-2.14534e-07 -0.000252117 5.91905e-05 -0.000414841 0.000394859 0.000129861 -2.85171e-05 0.000484017 0.00189177 -0.000479912 -0.000419458 -0.00024609 0.000528239 0.000255334 0.00138202 0.000219979 -0.000119868 0.000618854 0.00459554 0.000191473 -0.000375053 0.000594791 -0.00042793 -0.000295529 0.000415612 0.00156575 -0.00086605 0.000332098 0.00190358 0.00727642
internal_weight=1.32652e+06 618711 212389 406322 30225 28442 27829 21199 7677 376097 353580 128658 83731 63445 20286 707808 116444 26305 1783 686724 341920 17678 324242 248995 38320 9883 75247 10478 4659 1054
internal_count=1326519 618711 212389 406322 30225 28442 27829 21199 7677 376097 353580 128658 83731 63445 20286 707808 116444 26305 1783 686724 341920 17678 324242 248995 38320 9883 75247 10478 4659 1054
cat_boundaries=0 1 2 3 4 5
cat_threshold=694 640 5120 594 514
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=2
split_feature=99 122 16 24 62 33 136 53 73 55 24 84 62 126 31 132 28 136 87 23 35 104 28 0 21 15 82 66 133 22
split_gain=26.7719 8.94719 8.17989 11.4408 9.60625 8.06312 9.33886 8.10473 6.72285 9.15348 6.61181 6.32255 5.90129 5.77967 5.58664 5.93531 6.10056 12.3846 11.2984 9.07599 11.5765 7.98446 7.184 6.36117 7.47256 5.9646 7.59222 5.88812 5.57591 5.35635
threshold=-0.76083454489707936 0.33379416167736059 14.550000190734865 199.50000000000003 0.46958987414836889 10.650000095367433 0 2.2549999952316289 0.47911322116851812 0.34499999880790716 246.50000000000003 0.91462561488151561 0.37262286245822912 0.72534674406051647 1021.6499938964845 1015.9500122070314 1014.2500000000001 1 0.80024489760398876 7.3650000095367441 14.949999809265138 -0.75541934370994557 1019.6499938964845 232.50000000000003 6.0350000858306894 2.4050000905990605 281.41638183593756 37.545000076293952 1018.1499938964845 5.1549999713897714
decision_type=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 2 2
left_child=1 2 5 -4 10 -1 7 -7 9 12 -5 14 -8 -9 15 16 18 22 -10 20 -19 27 -18 -24 -25 26 -21 -20 -2 -3
right_child=28 29 3 4 -6 6 8 13 11 -11 -12 -13 -14 -15 -16 -17 17 19 21 25 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00067434692002636644 0.00018664681180804887 -0.0027206715874901997 0.00070496137817846764 -0.00061989906680721973 -0.00051888515157215897 -0.0022759691423185169 0.0038280818721234296 0.00017709992315478082 -0.00061898313580550999 0.0004495834839885048 -0.0024953852532273346 -0.0012578637218305651 -0.00025460247980569592 -0.0013045602455192496 -0.00065930920411320828 -0.0010446822789505082 0.00083174795587752891 -0.0002622429971311392 0.0011018926474008369 -0.00026455723509230647 -0.0020811848284948455 -7.2672117749699475e-05 0.0011037247147947006 0.012592710055540055 0.0040394693516798965 -0.0004094950908983294 0.0015838913639671581 0.0037625400374020901 -0.0027389105192850475 -0.00067707084479997595
leaf_weight=48470 802950 3344 14324 7588 61727 6926 3569 17898 15705 29479 12344 9202 1177 10410 22857 9608 10306 47735 41902 8930 10710 15912 1263 328 1153 14263 14699 2188 1632 77920
leaf_count=48470 802950 3344 14324 7588 61727 6926 3569 17898 15705 29479 12344 9202 1177 10410 22857 9608 10306 47735 41902 8930 10710 15912 1263 328 1153 14263 14699 2188 1632 77920
internal_value=-2.03373e-07 -0.000279091 -0.000190192 -0.00059842 -0.00082705 -7.65165e-05 2.13056e-05 -0.000742654 0.000124466 0.000777678 -0.0017814 2.58828e-05 0.00281558 -0.000367767 8.01809e-05 0.000166993 0.00022989 -8.91558e-06 0.000574933 -0.000204772 -0.000595563 0.00088743 0.00143598 0.00371061 0.00593377 0.000397933 0.000885316 0.00123393 0.000180713 -0.000761165
internal_weight=1.32652e+06 521937 440673 95983 81659 344690 296220 35234 260986 34225 19932 226761 4746 28308 217559 194702 185094 109387 75707 96337 58445 60002 13050 2744 1481 37892 23629 44090 804582 81264
internal_count=1326519 521937 440673 95983 81659 344690 296220 35234 260986 34225 19932 226761 4746 28308 217559 194702 185094 109387 75707 96337 58445 60002 13050 2744 1481 37892 23629 44090 804582 81264
cat_boundaries=0 1 2
cat_threshold=5120 144
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=3
split_feature=100 107 37 90 94 76 72 136 43 39 78 34 89 31 20 35 67 64 23 17 109 88 53 76 136 24 112 81 136 13
split_gain=24.41 12.6781 14.4772 10.1716 8.61429 8.14432 10.1498 7.20597 31.855 11.1839 12.442 7.18108 7.00279 6.62163 7.87756 8.15614 6.76365 9.18605 8.34179 9.71709 10.0103 7.22783 6.97981 6.10995 6.02829 6.02676 5.96885 5.94198 5.8902 5.83474
threshold=0.69458061456680309 -0.67286193370819081 21.750000000000004 0.041427349671721465 -0.85638514161109913 1.2450000047683718 0.34208472073078161 0 4.0499999523162851 16.44999980926514 5.2950000762939462 14.34999990463257 -0.55567091703414906 1021.5499877929689 5.9449999332427987 16.150000572204593 12.015000343322756 5.7249999046325692 7.5650000572204599 14.550000190734865 0.19945367425680163 -0.020802277140319344 3.8349999189376835 2.8449999094009404 1 288.50000000000006 -0.46173103153705591 169.12288665771487 2 1.0950000286102297
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 1 2 2 2 1 2
left_child=1 3 27 5 -2 -1 -7 8 11 12 26 29 -10 14 15 -9 18 -18 21 20 -20 -16 -23 -13 -17 -19 -11 -3 -22 -8
right_child=4 2 -4 -5 -6 6 7 13 9 10 -12 23 -14 -15 16 24 17 25 19 -21 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012280165828089905 0.0015008001542841953 -0.0021631656768332412 0.011058122447054931 0.00084720726413007761 0.0001720230227602033 0.0014376542058091794 -0.0010683331405712596 -0.00040565044845089531 -0.00095826987917670646 -0.0012838861779716241 0.0029475411806454202 0.0016210305351829696 -0.0037720970645579916 -0.00076041331849737955 -0.00017688947194528028 -0.0058711617286018114 -0.003317954604703713 -0.00077675540211543889 -6.8331659227871043e-05 -7.2774819496576764e-05 0.0040224470654768455 0.00038519531810399764 0.0038407918636280975 0.0048063300686195425 -0.0015425437176546253 -7.2269724140595808e-06 0.0011198092069927077 -0.00065685676857569889 0.0016560950342586216 0.001991805349058377
leaf_weight=17875 12409 7001 260 25340 714128 9972 1954 67000 14140 6777 3816 2495 2621 53959 86560 874 2471 36370 7590 18722 3272 4352 2200 3796 9422 84690 4173 100963 13637 7680
leaf_count=17875 12409 7001 260 25340 714128 9972 1954 67000 14140 6777 3816 2495 2621 53959 86560 874 2471 36370 7590 18722 3272 4352 2200 3796 9422 84690 4173 100963 13637 7680
internal_value=-1.93204e-07 -0.000236217 -0.000726155 -0.000128394 0.000194718 -0.000181397 -0.000139688 -0.000175553 0.000406264 -0.000514376 0.000488953 0.00222913 -0.00139828 -0.000246145 -0.000163849 -0.000606991 -3.20378e-05 -0.000300016 0.000210777 0.000784833 0.00144021 -5.56904e-05 0.0015455 0.00354305 -0.00191719 -0.000238416 -0.000367848 -0.000754534 0.00211736 0.00137114
internal_weight=1.32652e+06 599982 108224 491758 726537 466418 448543 438571 47452 31527 14766 15925 16761 391119 337160 77296 259864 123531 136333 43221 24499 93112 6552 6291 10296 121060 10950 107964 16909 9634
internal_count=1326519 599982 108224 491758 726537 466418 448543 438571 47452 31527 14766 15925 16761 391119 337160 77296 259864 123531 136333 43221 24499 93112 6552 6291 10296 121060 10950 107964 16909 9634
cat_boundaries=0 1 2 3
cat_threshold=48 768 516
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=31
num_cat=2
split_feature=75 12 67 64 35 136 3 11 98 89 122 117 22 35 118 39 53 136 52 67 39 69 112 95 33 71 30 14 120 52
split_gain=21.6136 10.3612 11.6604 10.2004 9.61325 13.1456 10.9881 10.6818 12.0095 7.22432 6.49985 6.88195 6.91127 6.37342 6.33085 6.19865 6.19706 6.42746 6.12566 7.66759 15.5836 6.90658 8.46265 6.00671 5.97168 5.7894 5.78753 5.68105 5.54954 6.91313
threshold=0.54095977544784557 1.3949999809265139 10.944999694824221 4.1649999618530282 12.34999990463257 0 88.500000000000014 5.3500001430511483 -0.82815822958946217 -0.65388494729995716 -0.41467745602130884 -0.58068084716796864 7.805000066757203 16.750000000000004 -0.74892720580101002 18.150000572204593 0.78499999642372142 1 31.054999351501468 34.164999008178718 10.84999990463257 296.09284973144537 -0.18222858756780622 -0.84438076615333546 16.650000572204593 216.73191833496097 1007.9500122070314 2.7549999952316289 -0.26722820103168482 4.4849998950958261
decision_type=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 2 2 2 2
left_child=18 2 3 10 14 6 -6 8 24 -9 11 12 -2 16 -3 25 17 -13 21 -20 -21 -1 27 -7 -8 -12 -10 -23 29 -16
right_child=1 4 -4 -5 5 23 7 9 26 -11 15 13 -14 -15 28 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001557445121776846 3.4222018605371196e-05 -0.001995985553024323 -0.0023805105132853003 0.00030347716260432282 -0.00027057632294188544 0.00069757854242008532 0.0005906403669282801 7.2973145217552671e-06 0.011471190027468631 0.0012336900546028398 -0.0045338465639714635 0.0036968106000933366 0.0029864133741228107 -0.0024348576742604759 0.00044494527311274968 0.0012171209569638191 -0.0010399532311373978 1.1290662069689473e-05 -0.0012729994659506222 -0.041582303478692968 -0.0006862967275083065 0.00094250693536921488 0.0044116390673141744 -0.00042921471224701286 0.0039422097328653746 -0.0012979026165461183 0.0028904353857268266 -0.0017142555646624488 -0.00063134027978238453 -0.00040028721227676652
leaf_weight=745007 9898 5874 8930 29098 35891 13454 16967 39283 201 17295 1440 1337 2479 4824 38685 2361 18235 9727 5027 36 66 25303 1656 97825 1442 34437 8795 2186 83761 64570
leaf_count=745007 9898 5874 8930 29098 35891 13454 16967 39283 201 17295 1440 1337 2479 4824 38685 2361 18235 9727 5027 36 66 25303 1656 97825 1442 34437 8795 2186 83761 64570
internal_value=4.78261e-06 -0.000236195 -0.000640699 -0.000504218 -0.000119086 9.83873e-05 0.000461656 0.000774639 0.00158486 0.000382186 -0.00078157 -0.000384467 0.000625519 -0.000750806 -0.000379698 -0.00126447 -0.000473532 0.000460009 0.000173873 -0.00154838 -0.0151202 0.000185283 0.000940352 -0.000292955 0.000853173 -0.00142778 0.00308216 0.000731234 -0.000328932 -8.36167e-05
internal_weight=1.32609e+06 546809 122766 113836 424043 231153 119874 83983 27405 56578 84738 46500 12377 34123 192890 38238 29299 11064 779281 5129 102 774152 29145 111279 18409 35877 8996 27489 187016 103255
internal_count=1326090 546809 122766 113836 424043 231153 119874 83983 27405 56578 84738 46500 12377 34123 192890 38238 29299 11064 779281 5129 102 774152 29145 111279 18409 35877 8996 27489 187016 103255
cat_boundaries=0 1 2
cat_threshold=946 53
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=2
split_feature=99 132 55 76 136 3 35 37 42 31 136 54 78 56 125 76 39 36 107 85 54 37 39 83 21 81 107 34 64 67
split_gain=19.9755 8.40667 7.25082 6.82781 7.23714 11.1479 10.906 9.43764 9.38104 12.8715 10.7426 9.26671 9.48235 7.91945 9.32543 7.2053 7.20263 6.76088 9.21389 6.57819 8.8984 7.67212 9.29414 7.60067 7.18502 6.19808 6.16447 6.10669 6.09483 6.06004
threshold=-0.88591682910919178 1016.2500000000001 4.555000066757203 1.2450000047683718 0 1.0000000180025095e-35 12.650000095367433 13.949999809265138 6.5499999523162851 1011.9500122070314 1 2.2150000333786015 15.364999771118166 228.8271179199219 1.0000000180025095e-35 2.9050000905990605 12.250000000000002 18.150000572204593 -0.65209817886352528 0.89811471104621898 0.17500000447034839 18.550000190734867 18.250000000000004 272.76644897460943 6.5350000858306894 304.61398315429693 0.075371228158473982 12.550000190734865 0.39499999582767492 6.6849999427795419
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=3 26 -3 -1 5 6 -5 13 10 28 15 12 -7 14 -6 -9 25 -8 -19 20 23 -22 -23 -12 -25 -14 -2 -17 -10 -13
right_child=1 2 -4 4 7 11 17 8 9 -11 19 29 16 -15 -16 27 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012215058750018847 0.00014446670430348448 -0.0035332147220601879 -0.00041014527283281233 0.0032936073000484332 -0.0023538736493244595 -0.0021916292630560752 -0.00037130536841357845 5.7263466972883997e-05 0.017411994889733339 -0.0012953588771000878 0.0035691623418404126 1.7679322210866406e-06 0.0032577065754324816 -0.00015453727928236628 -0.00030791879188209691 -0.0018438089497816491 -0.0015998206917481003 0.0052958683423971562 -0.0070895612672653187 -0.00081581901590818239 0.00053004939461447846 0.0038599502720469501 -0.0050604471900005596 -0.001620789854746588 0.005924955119769957 -0.0017936691906914486 -0.0018055715361063628 0.0041468399817342662 0.0017273921208228048 -0.00080793821746725841
leaf_weight=19623 956033 2798 5535 3260 9765 17393 10735 2091 63 14675 4366 38038 2165 101648 12963 471 3076 1058 175 8956 35710 381 1250 1616 392 844 4070 4394 3673 58873
leaf_count=19623 956033 2798 5535 3260 9765 17393 10735 2091 63 14675 4366 38038 2165 101648 12963 471 3076 1058 175 8956 35710 381 1250 1616 392 844 4070 4394 3673 58873
internal_value=4.54488e-06 0.000122476 -0.00145879 -0.000314783 -0.000262146 -0.000544773 0.00072981 -7.27568e-05 0.000358259 -0.000628305 0.00066288 -0.00070604 -0.00159728 -0.000343198 -0.00118696 0.00250826 0.000101566 3.14499e-05 0.003538 0.000418614 0.000671611 0.000376882 -0.00297665 0.00239823 -0.000147716 0.00184084 0.0001362 0.00356686 0.00199188 -0.000490125
internal_weight=1.32609e+06 968436 8333 357654 338031 135617 15228 202414 78038 18411 59627 120389 23478 124376 22728 6956 6085 11968 1233 52671 43715 37341 1631 6374 2008 3009 960103 4865 3736 96911
internal_count=1326090 968436 8333 357654 338031 135617 15228 202414 78038 18411 59627 120389 23478 124376 22728 6956 6085 11968 1233 52671 43715 37341 1631 6374 2008 3009 960103 4865 3736 96911
cat_boundaries=0 1 2
cat_threshold=5187 48
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=31
num_cat=2
split_feature=98 31 59 16 74 18 40 18 67 12 136 64 23 83 67 67 85 136 86 3 19 34 8 31 1 116 67 63 78 37
split_gain=18.4945 9.66369 11.2359 9.30626 6.42903 6.37209 8.50556 7.12837 7.62993 10.4885 9.9272 9.69081 7.91229 11.9953 7.0468 6.85464 6.64607 6.63443 6.50102 6.41481 5.86337 5.84113 5.82024 5.46625 5.44944 5.43415 6.67228 5.90017 5.31822 5.20611
threshold=-0.71692222356796254 1023.8500061035157 237.64128875732425 18.219999313354496 0.3654832541942597 6.9049999713897714 10.750000000000002 14.039999961853029 7.8949999809265146 1.0349999666213991 0 9.9949998855590838 7.3250000476837167 278.51696777343756 2.7050000429153447 15.744999885559084 0.83794763684272777 1 0.86706784367561351 238.50000000000003 6.9049999713897714 16.849999427795414 1.0000000180025095e-35 1000.4500122070314 265.50000000000006 -0.78257837891578663 3.435000061988831 0.48392218351364141 43.719999313354499 18.150000572204593
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 21 8 9 10 18 15 14 -14 -11 -10 22 23 -7 -8 -19 -6 29 -16 -23 26 -5 -27 -2 -12
right_child=28 2 -4 25 5 7 19 -9 11 12 16 -13 13 -15 17 -17 -18 20 -20 -21 -22 24 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00085009708555437106 0.00017631495662778559 -0.0041157206049954823 -0.00076158409038233122 0.0048594705556176294 -0.00082627470957413436 -0.0021572934545375164 -0.0026991633929300766 -0.00047924496355928372 -0.0005145945580763533 0.0007931777746076823 0.0042826092011209104 -1.9113932191359089e-05 -0.00018783466859631409 0.0020986040955106562 0.022258000832892234 -0.0019407074408141227 -0.0011738412701994359 -0.0020142116724939782 0.0018511899605816078 0.0033771644644720808 -9.5353977942984615e-05 -0.00057630167463709357 0.00046252341267622674 0.0012211852608980727 -0.0051054165408064463 -0.0040791651023403333 -0.0023901130655133514 -0.0012472772039744408 -0.0012325434352508026 0.021335062731057407
leaf_weight=16141 759626 2710 31738 657 29797 10105 561 104063 37391 38944 427 146550 9103 15510 31 10877 7508 4292 1124 1924 54957 1130 15475 7939 1611 2698 614 5779 6758 50
leaf_count=16141 759626 2710 31738 657 29797 10105 561 104063 37391 38944 427 146550 9103 15510 31 10877 7508 4292 1124 1924 54957 1130 15475 7939 1611 2698 614 5779 6758 50
internal_value=4.31763e-06 -0.000214181 -0.00102545 -0.000160975 -0.000132035 -0.00016378 -0.000814126 -0.000114728 -9.44184e-06 0.00024023 -0.000532703 -0.000221496 0.000445255 0.00125298 0.000257991 -0.000835963 5.28239e-05 -5.20742e-05 -0.00175449 0.00200541 -0.000234317 -0.00102946 0.000630202 0.00130138 -0.00323825 -0.00169147 0.00135731 -0.00214859 0.000163892 0.00607008
internal_weight=1.32609e+06 559706 34448 525258 515510 499369 35023 464346 360283 165465 34689 194818 130776 24613 106163 48268 23460 67219 11229 2485 59249 32538 15952 7970 2741 9748 1271 8477 766384 477
internal_count=1326090 559706 34448 525258 515510 499369 35023 464346 360283 165465 34689 194818 130776 24613 106163 48268 23460 67219 11229 2485 59249 32538 15952 7970 2741 9748 1271 8477 766384 477
cat_boundaries=0 1 2
cat_threshold=5664 34
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=31
num_cat=3
split_feature=101 123 113 73 88 31 31 127 136 85 76 39 31 14 41 79 31 32 136 43 65 60 39 55 21 80 95 136 8 124
split_gain=16.8441 11.5314 11.1693 8.3942 7.77257 8.72697 6.82866 9.99958 10.6278 9.44403 8.42 8.00135 9.23507 7.99317 6.98083 6.84449 6.58631 6.38711 6.23194 5.88137 5.81019 5.77627 5.71349 5.71069 5.48693 5.45751 5.44177 6.13911 9.29168 6.07862
threshold=0.72168219089508068 0.1650413200259209 0.18222858756780627 0.29800944030284887 -0.44335789978504175 1015.4500122070314 996.95001220703136 0.71322327852249157 0 0.87429845333099376 16.154999732971195 17.94999980926514 1011.3500061035157 1.1649999618530276 13.050000190734865 0.69499999284744274 1008.5499877929689 12.34999990463257 1 20.94999980926514 0.95499998331069957 0.40544794499874121 13.84999990463257 4.9549999237060556 7.5150001049041757 313.21945190429693 0.017257349565625194 2 0.35000000894069677 -0.30069434642791742
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 3 16 18 -6 9 15 11 13 21 17 -13 -5 -12 -8 -1 25 22 -4 -14 -10 -3 -15 -7 -9 27 28 -2 -30
right_child=26 4 19 6 5 24 7 8 10 -11 14 12 20 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0057902994794293648 0.012088310106137435 -0.00041446302166553336 0.0017120623664300628 -0.0041376937024846317 -0.00064162004824692607 -0.0037659052384418977 -0.0014632901368956848 -3.9975675122534763e-05 -0.0019909834366633088 0.00071667352809637493 -9.6841209625212638e-06 0.0067098811781708748 0.014871602013131211 -0.002123261252036194 0.021442120527162364 0.00016256134417596537 0.0021030769868486785 0.0003193733304684057 -0.000951471241249014 0.024271150922466969 -0.0048975469985397145 -0.00083046111434212215 0.00075014966627139231 -0.00048486156963235393 -0.00084054346819544272 -0.0010053493478489361 0.00014183067171347609 0.00056444548266701043 0.0076853957271353322 0.0012877230879944294
leaf_weight=277 249 43453 7747 2210 10126 5310 6645 40214 15805 7825 19082 207 38 7751 38 250379 5753 63184 38994 29 1695 33340 13900 16947 2296 23021 681328 24837 424 2986
leaf_count=277 249 43453 7747 2210 10126 5310 6645 40214 15805 7825 19082 207 38 7751 38 250379 5753 63184 38994 29 1695 33340 13900 16947 2296 23021 681328 24837 424 2986
internal_value=4.10175e-06 -0.000187147 -8.40619e-05 -0.000113634 -0.000640939 -0.00160297 -0.000136527 -8.47935e-05 -0.000353186 -0.000812215 -0.000857196 -8.50651e-05 -0.00327179 -0.00125683 3.29502e-05 0.000120527 0.00174048 -3.6169e-05 -0.000463883 0.00179619 -0.00446406 -0.00120368 -0.000132186 -0.000999042 -0.00288284 -0.000391425 0.000170143 0.000847084 0.00275654 0.00208321
internal_weight=1.32609e+06 616266 502187 494411 114079 17732 488381 453648 196624 34733 68265 128359 1940 26908 19120 257024 6030 126419 96347 7776 1733 49145 57353 24698 7606 63235 709824 28496 3659 3410
internal_count=1326090 616266 502187 494411 114079 17732 488381 453648 196624 34733 68265 128359 1940 26908 19120 257024 6030 126419 96347 7776 1733 49145 57353 24698 7606 63235 709824 28496 3659 3410
cat_boundaries=0 1 2 3
cat_threshold=917 3984 512
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=2
split_feature=99 132 54 76 72 136 3 39 54 78 38 40 31 136 56 29 23 111 35 86 36 106 38 54 77 80 105 11 20 54
split_gain=15.8352 7.15839 6.26643 5.92846 6.91414 6.32476 8.53375 9.91984 8.6412 8.12349 7.78405 11.0314 11.1653 8.75028 7.75561 9.49154 7.22194 8.74191 8.82427 7.8976 6.90009 8.17072 6.86636 5.9196 5.8661 5.86059 5.75587 5.72372 5.45024 5.44711
threshold=-0.88591682910919178 1016.3500061035157 5.7049999237060556 1.2450000047683718 0.34208472073078161 0 1.0000000180025095e-35 13.34999990463257 2.2150000333786015 15.364999771118166 14.150000095367433 6.9500000476837167 1011.9500122070314 1 218.23923492431643 1010.8500061035157 5.8849999904632577 0.026072835549712185 16.050000190734867 0.89136311411857616 18.150000572204593 -0.69751989841461171 12.650000095367433 2.4150000810623173 2.8449999094009404 264.61688232421881 -0.90198230743408192 15.750000000000002 5.9049999713897714 0.25499999523162847
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 -1 -5 6 7 -6 9 -8 14 13 23 24 15 26 17 19 -19 -15 27 -22 28 -13 -12 -26 -7 -9 -11 -18
right_child=1 2 -4 4 5 10 8 20 -10 22 11 12 -14 16 -16 -17 29 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0011253176164275199 0.00012140808493678777 -0.0030945277951741706 -0.00025251891854680478 0.0012756880438939877 0.0028003563279303664 -0.0077757007311093909 -0.0021209059228402805 -0.00065462493731397202 -0.00046630421414131586 -0.00081885182764140647 0.00011195770196099585 0.0036556494144467399 -0.0014377674746976633 0.0019782107996486427 -0.00015984608349722828 -0.00081104829360872282 0.0030302963612230194 -0.00049182062432598535 -0.0041077403688581466 -0.0012848078083949326 0.0056293977423232588 -0.0042178745688119081 -0.0019399056598337688 -0.00056345527659092977 0.0061248409526219252 0.0022129735934498847 -0.0025714244695791404 0.025476852773378297 0.0032268789588151339 0.00069491825763143896
leaf_weight=19623 960302 3193 4941 7443 3802 751 16633 9811 95354 1452 1925 1876 13249 5016 110217 15470 2744 5704 2396 2942 934 272 2527 1493 1379 3132 1816 21 1951 27721
leaf_count=19623 960302 3193 4941 7443 3802 751 16633 9811 95354 1452 1925 1876 13249 5016 110217 15470 2744 5704 2396 2942 934 272 2527 1493 1379 3132 1816 21 1951 27721
internal_value=3.89652e-06 0.000108897 -0.00136815 -0.000280418 -0.000231371 -0.000265302 -0.000532259 0.000597712 -0.000674512 -0.00155443 -8.61256e-05 0.000339692 -0.000784223 0.000692365 -0.000317136 -0.00127827 0.000452889 -0.000405075 -0.00156142 0.000771903 -0.000160982 0.00340845 3.44901e-05 0.00178592 0.00241897 0.00340882 -0.00409398 -0.000598811 0.00150064 0.000905267
internal_weight=1.32609e+06 968436 8134 357654 338031 330588 132757 14840 117917 22563 197831 69577 16618 52959 128254 18037 46523 16058 8100 7958 11038 1206 5930 3369 6436 4511 2567 9832 3403 30465
internal_count=1326090 968436 8134 357654 338031 330588 132757 14840 117917 22563 197831 69577 16618 52959 128254 18037 46523 16058 8100 7958 11038 1206 5930 3369 6436 4511 2567 9832 3403 30465
cat_boundaries=0 1 2
cat_threshold=5187 48
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=31
num_cat=4
split_feature=67 64 71 55 120 106 89 54 101 77 4 77 35 23 79 6 67 73 64 122 35 38 136 136 36 136 136 19 103 81
split_gain=16.3287 18.6624 7.77413 7.71181 8.18259 7.57007 8.02951 11.5243 8.62477 9.73004 7.76796 7.20912 6.84965 5.97395 6.94557 10.3167 6.77573 9.08579 6.68834 5.91898 5.88445 7.2827 7.74134 6.64185 7.99742 6.1638 5.83427 5.79672 5.7548 6.31792
threshold=7.3250000476837167 7.0650000572204599 330.42630004882818 1.825000047683716 -0.30069434642791742 0.17426034808158877 1.0000000180025095e-35 2.5749999284744267 0.37458635866642004 0.90500000119209301 10.250000000000002 1.935000002384186 10.250000000000002 7.7049999237060556 12.715000152587892 0.35000000894069677 0.83499997854232799 0.47028978168964392 4.2349998950958261 -0.9366365075111388 12.750000000000002 11.050000190734865 0 1 12.150000095367433 2 3 13.344999790191652 -0.7918008267879485 281.85043334960943
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 1 2 1 1 2 2 2
left_child=2 -2 5 4 -3 6 8 11 9 -1 12 -8 -11 14 16 -16 17 -14 19 -18 21 22 -5 24 -23 -22 -17 -6 -15 -30
right_child=1 3 -4 20 27 -7 7 -9 -10 10 -12 -13 13 28 15 26 18 -19 -20 -21 25 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0018323811588678255 -0.0011717750575054686 0.001653987143111255 0.0021532031675654635 0.0020296217339072229 -0.00022857735690955903 -0.0020300052017040763 -0.0026246904177124166 0.0020896603536642443 0.0001576962021332934 -0.0012666780645335253 -0.0014805888702576439 0.00046832293493984182 0.0014887982003823628 0.0031773265554540468 0.0054043484151194629 0.0022648237982209204 0.00028926774374566099 -0.00039085852574946003 0.00035392077488476332 -0.0008431476688870312 0.00045120384301924855 -0.00056340462476779673 -0.00010746677473671382 -0.00082715456826500393 0.0015314558347557345 -0.00026432030676518066 1.6615621368137983e-05 -0.02224063461025556 -0.00035536634701606874 0.0012450504536768072
leaf_weight=8848 51597 11823 4612 4800 9853 4171 2131 12246 740765 11080 10185 16247 11957 2157 1139 3649 14032 13906 21434 64954 52710 12731 35600 87736 7095 70134 13666 30 11752 12975
leaf_count=8848 51597 11823 4612 4800 9853 4171 2131 12246 740765 11080 10185 16247 11957 2157 1139 3649 14032 13906 21434 64954 52710 12731 35600 87736 7095 70134 13666 30 11752 12975
internal_value=1.33933e-06 -0.000295047 0.000105208 -0.000140399 0.00076641 9.55431e-05 0.000104654 0.000901437 7.87643e-05 -0.000211073 -0.000136701 0.000109676 -6.17832e-05 1.60059e-05 -0.000111131 0.000794938 -0.000243537 0.000478146 -0.000429405 -0.000641972 -0.000213082 -0.000425453 0.000146921 -0.000640436 0.000186175 4.27126e-05 0.000491725 -0.000295395 0.000700482 0.00048442
internal_weight=1.32602e+06 344109 981906 292512 21706 977294 973123 30624 942499 201734 192886 18378 182701 171621 144737 18454 126283 25863 100420 78986 270806 147962 40400 107562 19826 122844 17315 9883 26884 24727
internal_count=1326015 344109 981906 292512 21706 977294 973123 30624 942499 201734 192886 18378 182701 171621 144737 18454 126283 25863 100420 78986 270806 147962 40400 107562 19826 122844 17315 9883 26884 24727
cat_boundaries=0 1 2 3 4
cat_threshold=2817 176 2836 544
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=31
num_cat=1
split_feature=67 64 55 106 89 77 52 101 77 9 112 64 79 53 85 136 0 101 120 35 67 22 68 127 24 55 12 23 65 124
split_gain=14.7366 17.0247 7.09147 7.01008 7.86902 11.0719 8.69796 7.71139 9.00704 7.08115 6.65866 6.39306 7.93172 6.94008 14.9688 7.32063 6.62961 6.47001 6.22395 6.06532 6.724 6.12574 6.04679 6.07414 5.98165 5.71527 7.87858 5.50172 5.48452 6.45448
threshold=7.3250000476837167 8.805000305175783 1.7450000047683718 0.17426034808158877 1.0000000180025095e-35 2.4850000143051152 2.2549999952316289 0.37458635866642004 0.90500000119209301 13.550000190734865 0.095842104405164733 4.5950000286102304 13.484999656677248 0.34499999880790716 0.8714255988597871 0 52.500000000000007 0.082522429525852217 -0.30069434642791742 10.34999990463257 1.1150000095367434 7.3849999904632577 278.59765625000006 -0.13052122294902799 209.50000000000003 3.804999947547913 3.0649999380111699 7.7049999237060556 0.38499999046325689 0.99140709638595592
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=3 -2 18 4 7 -6 28 8 -1 10 11 12 13 14 -10 -15 -14 -18 -3 -17 -21 -22 -4 -24 27 -9 -27 -23 29 -7
right_child=1 2 22 -5 5 6 -8 25 9 -11 -12 -13 16 15 -16 19 17 -19 -20 20 21 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0017490656248180339 -0.00094671646402790855 0.0017691368055968082 -0.00068863034777933688 -0.001935470949284324 -0.0012061822065982184 0.003520391278751164 0.0023092865459290262 0.000123737332575266 0.0022898195468936998 -0.0018731699047973137 0.0015222843280454418 0.00043312190153630868 0.0032125958331776015 -0.0010907338494799705 -0.00078803637469051623 -0.0017699844588292659 0.0014562007590898146 -0.00087819650410737035 -0.00015358833574839758 0.00065857916693470538 -0.00073656826452634847 7.974975871807796e-05 0.00054086503564844694 -0.00017199205658551675 -9.2875397946240069e-05 0.00088651616066588018 -0.0022871087372702418 0.0047131651690867152 0.00026058117032212545 0.022214878269704058
leaf_weight=8866 74958 9253 44719 4212 5253 603 11867 702535 7051 5589 6366 40245 2432 39769 8983 5966 6251 5652 7721 20018 36025 1120 36199 171259 6630 39297 2058 1497 13571 50
leaf_count=8866 74958 9253 44719 4212 5253 603 11867 702535 7051 5589 6366 40245 2432 39769 8983 5966 6251 5652 7721 20018 36025 1120 36199 171259 6630 39297 2058 1497 13571 50
internal_value=1.2737e-06 -0.000280293 -9.46952e-05 9.99487e-05 0.000108717 0.000888148 0.00130981 8.2902e-05 -0.000190685 -0.000119316 -6.71774e-05 -0.000122884 -0.00028114 -0.000406927 0.00056546 -0.000547357 0.000833776 0.00034774 0.000894543 -0.000243903 -0.000104492 -0.0004419 -0.000161281 -4.76068e-05 0.000706085 0.000157362 0.000728583 0.0027302 0.000475948 0.00495182
internal_weight=1.32602e+06 344109 269151 981906 977694 31344 26091 946350 202460 193594 188005 181639 141394 127059 16034 111025 14335 11903 16974 71256 65290 45272 252177 207458 9247 743890 41355 2617 14224 653
internal_count=1326015 344109 269151 981906 977694 31344 26091 946350 202460 193594 188005 181639 141394 127059 16034 111025 14335 11903 16974 71256 65290 45272 252177 207458 9247 743890 41355 2617 14224 653
cat_boundaries=0 1
cat_threshold=3331
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=2
split_feature=67 64 71 76 64 72 83 79 19 18 103 55 120 67 76 136 4 39 101 78 108 96 76 136 111 52 81 30 35 35
split_gain=13.2997 15.5222 6.91977 6.78984 7.69016 11.2058 8.11108 7.51072 7.42462 7.2794 6.91155 6.41021 6.79677 6.23879 9.38749 8.77881 7.29132 8.29125 7.08883 6.79621 6.33243 6.19649 6.18341 5.76527 5.93506 6.77532 5.3719 10.1447 7.03987 5.34901
threshold=7.3250000476837167 7.0650000572204599 330.42630004882818 32.835000991821296 5.1949999332427987 0.5331677794456483 260.99177551269537 13.765000343322756 6.9049999713897714 6.9049999713897714 -0.31539852917194361 1.825000047683716 -0.30069434642791742 1.1150000095367434 1.6150000095367434 0 3.2500000000000004 18.550000190734867 0.99999982118606578 0.81499999761581432 0.070307970046997084 -0.74123671650886525 2.304999947547913 1 0.11259127035737039 0.86500000953674328 333.50097656250006 1015.8500061035157 12.34999990463257 12.750000000000002
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 -2 3 4 5 7 -6 13 -9 -7 21 12 -3 14 18 -16 17 20 19 -1 -15 -8 23 24 25 -11 -17 -28 -29 -13
right_child=1 11 -4 -5 6 9 10 8 -10 22 -12 29 -14 16 15 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0035333421276433049 -0.001065850481265302 0.0015104412139435174 0.0020271360275137696 -0.0011251278081318764 -0.00034954578595342668 -0.0013693694600855578 0.004300822092197799 -6.0458026724940284e-05 0.0020538238107327272 0.013917220849288887 0.00070908887815242455 -0.00039398477696863814 -0.00026621294278012946 -0.0014633769983152113 -0.0010405892763808856 0.001277010149513719 -0.00076318657986602055 0.0025545486764947702 0.00013324576669187325 -0.00043863940434460847 0.00053081247075656977 -0.0001743314476906594 -3.0878914865796819e-05 -0.0013493728674496036 -0.00034515618215860163 0.0021340906190884562 -0.0049381346841759844 0.0032345489438616289 0.015217586212649407 5.2373608420852987e-05
leaf_weight=2443 51597 11823 4612 11440 18580 15888 2557 7138 9927 137 58538 147962 9883 5661 4334 23984 40943 3602 633175 6479 13413 1109 90453 19410 6315 1114 163 236 255 122844
leaf_count=2443 51597 11823 4612 11440 18580 15888 2557 7138 9927 137 58538 147962 9883 5661 4334 23984 40943 3602 633175 6479 13413 1109 90453 19410 6315 1114 163 236 255 122844
internal_value=1.20961e-06 -0.000266278 9.49507e-05 8.58324e-05 0.000100176 5.75514e-05 0.000567166 0.000132473 0.00116946 -0.00036492 0.000840983 -0.000125239 0.000701509 0.000108387 0.000153249 0.00103363 -0.000364829 0.000354432 0.000113525 -0.00128602 -6.10459e-05 0.00294705 -0.00022902 -0.000893403 0.000277769 0.00342449 0.00139836 0.00586991 0.00945792 -0.000191506
internal_weight=1.32602e+06 344109 981906 977294 965854 885070 80784 751753 17065 133317 62204 292512 21706 734688 671069 28972 63619 22676 642097 8922 19074 3666 117429 26976 7566 1251 24638 654 491 270806
internal_count=1326015 344109 981906 977294 965854 885070 80784 751753 17065 133317 62204 292512 21706 734688 671069 28972 63619 22676 642097 8922 19074 3666 117429 26976 7566 1251 24638 654 491 270806
cat_boundaries=0 1 2
cat_threshold=5377 598
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=31
num_cat=4
split_feature=67 64 52 0 85 136 71 19 67 64 107 67 76 128 35 136 136 2 29 54 112 58 18 64 17 136 57 76 39 31
split_gain=12.0192 14.5653 7.38174 7.63658 6.5825 11.6538 7.71308 6.4821 6.16836 5.94373 9.64274 8.96866 8.38924 11.266 9.00867 14.4031 9.53787 9.60439 8.34104 7.42422 10.6528 7.01318 6.41851 6.38047 6.76132 6.15098 6.06558 6.01854 5.83284 5.75219
threshold=7.555000066757203 9.9949998855590838 2.7849999666213994 186.50000000000003 0.89497470855712902 0 330.42630004882818 9.5450000762939471 16.164999961853031 5.1949999332427987 -0.58871746063232411 2.6550000905990605 4.4249999523162851 1.5000000000000002 13.250000000000002 1 2 4.5000000000000009 1008.1499938964845 0.61500000953674328 -0.41467745602130884 181.0074157714844 7.4149999618530282 0.66500002145767223 6.4600000381469735 3 109.92336654663087 22.775000572204593 17.94999980926514 1030.4500122070315
decision_type=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 1 2 2 2 2
left_child=4 8 3 -3 6 -6 9 -4 -2 11 -11 12 13 19 16 -16 17 -14 -19 -1 -21 -20 -13 25 -25 27 -18 -17 -27 -7
right_child=1 2 7 -5 5 29 -8 -9 -10 10 -12 22 14 -15 15 23 26 18 21 20 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.00013318517175611903 -0.00060147937457635543 -0.00042083633420135952 -0.00097937835602187294 0.0012175987906804149 -0.0012497567414041877 0.00038165793622308331 0.0023556959611839641 -7.5278280597692441e-05 -0.0016487394686905477 0.00081717620488861928 -0.0005043399480087529 -0.001526981693806551 0.0052368095601258852 -0.0043371102056646476 -0.0016148508449683515 0.0047047683700400774 -0.0038078071871190953 0.017205877732485535 0.0033440157316289281 -0.00089740112678417814 0.00054714800634324127 -0.00010201423660160796 -0.00024398138036676304 -0.00018109747342934344 0.001675106831674059 0.0026807667264318624 -0.0004797719678083874 0.020146330377230279 -0.0031583787430473874 0.023476621105025214
leaf_weight=645295 69183 10853 22028 20631 23911 18737 3831 198274 17647 61675 17784 11115 1241 1444 4062 2162 1509 75 1772 41182 18494 8852 79268 6418 20823 2367 14768 65 522 27
leaf_count=645295 69183 10853 22028 20631 23911 18737 3831 198274 17647 61675 17784 11115 1241 1444 4062 2162 1509 75 1772 41182 18494 8852 79268 6418 20823 2367 14768 65 522 27
internal_value=1.14823e-06 -0.000255906 -6.33337e-05 0.000652806 8.93018e-05 -0.000518112 0.00011674 -0.000165679 -0.000814321 0.000107624 0.000521403 6.94565e-05 0.000124693 7.48046e-05 0.000669926 0.00118951 -6.86328e-07 0.00107212 0.000590056 8.38416e-05 -0.000449725 0.000472757 -0.00040176 0.00154158 0.00123778 0.00316222 -0.000787822 0.00513242 0.00162011 0.000414669
internal_weight=1.32602e+06 338616 251786 31484 987399 42675 944724 220302 86830 940893 79459 861434 771051 706415 64636 36419 28217 11940 10699 704971 59676 10624 90383 32357 27241 5116 16277 2227 2889 18764
internal_count=1326015 338616 251786 31484 987399 42675 944724 220302 86830 940893 79459 861434 771051 706415 64636 36419 28217 11940 10699 704971 59676 10624 90383 32357 27241 5116 16277 2227 2889 18764
cat_boundaries=0 1 2 3 4
cat_threshold=7297 4164 1622 1586
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=31
num_cat=3
split_feature=98 35 136 30 9 0 60 23 110 37 127 124 136 122 20 128 67 92 100 132 13 36 8 29 136 13 83 67 54 2
split_gain=11.0279 7.28642 8.65052 12.6786 11.677 10.2467 9.16817 11.0461 8.07655 7.97494 7.89311 7.58803 7.45009 7.20568 6.39583 6.90256 8.90012 7.47721 6.07492 5.9927 8.03923 8.12519 6.1509 7.73685 5.82996 5.69965 5.69691 6.02078 6.0423 6.78612
threshold=-0.7058364450931548 11.34999990463257 0 1014.3500061035157 1.0000000180025095e-35 188.50000000000003 0.45801573991775518 4.7950000762939462 0.71684953570365917 11.250000000000002 0.84335932135581981 0.76037701964378368 1 0.41467745602130895 7.1449999809265146 228.50000000000003 3.3149999380111699 -0.71407333016395558 0.12655802071094516 1010.8500061035157 1.1050000190734866 16.650000572204593 11.650000095367433 1010.0499877929689 2 2.2250000238418584 268.95008850097662 7.8949999809265146 1.935000002384186 2.5000000000000004
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 1 2 2 2 2 2
left_child=1 8 4 19 25 11 7 13 12 -9 26 14 18 -5 15 17 24 -6 -1 22 -21 -22 23 -4 -17 -3 -11 28 29 -28
right_child=-2 2 3 6 5 -7 -8 9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022614484386764291 0.00012590816862729321 0.0068812676946882166 0.0015302434731349873 0.0020797962137518835 -0.0034942104040379309 0.00076950233435842846 -0.00015821987540453778 0.0018046076211456529 -0.0014298610784334719 -0.0016795739509609887 -0.0021656110453368667 0.0015129288094727789 -1.4838032168954535e-05 -0.0040889796921287948 5.2084884564208812e-05 0.0045628572728501097 -0.0012020066355587177 -0.00094866591188088277 -0.00059831647374020006 -0.0064151353121825686 -0.00080560279856597733 0.0051006097164157087 -0.00063491148981459507 0.00027847811878731129 -0.0021229391626958901 -0.001013438119976358 0.0018700551902726616 -0.0014330619597597892 0.0003168997202115435 -0.0015871533959092772
leaf_weight=6483 758012 993 14435 4503 4303 51422 122385 2479 19488 15145 13651 5483 71008 529 25416 1473 3284 8753 35872 607 12402 611 14728 85219 415 297 1652 13947 20938 10082
leaf_count=6483 758012 993 14435 4503 4303 51422 122385 2479 19488 15145 13651 5483 71008 529 25416 1473 3284 8753 35872 607 12402 611 14728 85219 415 297 1652 13947 20938 10082
internal_value=1.08973e-06 -0.000165483 -6.65336e-05 -0.000189758 0.000336758 0.000276147 -0.000433254 -0.000839158 -0.000489591 -0.000985831 -0.00107756 -0.000240255 -0.000327951 0.00143129 -0.000460508 -0.00117523 0.000370665 -0.00178763 -0.00085268 0.000200787 -0.000790646 -0.000528288 0.000318841 0.000459798 0.00310618 0.00506365 -0.000837076 -0.000563376 -0.000192125 -0.00110042
internal_weight=1.32602e+06 568003 435152 333313 101839 100549 205311 82926 132851 77894 75415 49127 113363 5032 43644 18228 5172 13056 42355 128002 13620 13013 114382 99654 1888 1290 61764 46619 32672 11734
internal_count=1326015 568003 435152 333313 101839 100549 205311 82926 132851 77894 75415 49127 113363 5032 43644 18228 5172 13056 42355 128002 13620 13013 114382 99654 1888 1290 61764 46619 32672 11734
cat_boundaries=0 1 2 3
cat_threshold=656 2819 512
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=31
num_cat=5
split_feature=73 20 3 31 37 136 53 7 12 87 136 136 3 91 68 55 23 39 122 98 69 41 136 77 105 116 125 136 22 31
split_gain=10.9108 9.08851 7.16177 9.95741 12.5234 10.2234 10.0406 9.18595 9.08698 9.04295 6.83619 6.76276 6.75909 5.9021 5.82424 5.68759 5.56386 5.29612 5.28641 5.16587 5.09941 5.18469 8.92897 5.08172 9.85812 8.64808 9.87764 7.0001 6.66306 6.29223
threshold=0.48315483331680303 5.6649999618530282 126.50000000000001 1012.8500061035157 13.750000000000002 0 0.62500000000000011 9.2500000000000018 0.94499999284744274 0.88176706433296215 1 2 319.50000000000006 0.01972152199596167 330.43556213378912 3.435000061988831 7.9849998950958261 17.650000572204593 0.53727915883064281 -0.91102948784828175 283.11190795898443 4.8500001430511483 3 5.0150001049041757 -0.70516014099121083 0.04361772537231446 0.13052122294902804 4 5.1849999427795419 1025.1499633789065
decision_type=2 2 2 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2
left_child=23 14 -3 4 9 16 -7 8 -6 -4 -11 -10 13 20 18 -15 -5 -14 19 -2 21 22 -8 -1 25 -25 -27 -26 -28 -29
right_child=1 2 3 5 7 6 12 -9 11 10 -12 -13 17 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 27 26 28 29 -30 -31
leaf_value=8.7107386676783913e-05 -0.00024181843038804216 -0.00040240268195960787 -0.0004626078507864063 -0.0010670672309865505 -0.0010762461459593263 0.0018092528656568449 0.0029270976332642692 -0.00064261388856065506 0.00068822815563136753 0.003015640880677275 0.00026498110339692418 0.0023331659850313251 -0.00028512534458092765 0.00042256163601964793 0.0029548159060151366 0.0035990939975308724 -7.3276362118978644e-06 -0.0029754828412083241 -0.0024753535539820881 -0.0011253256743887334 0.00039747550368189421 -0.0013587324514642378 -0.00020413785085507603 0.0024350489276377804 0.0018553780951680273 0.0028946267520454511 -0.0015782008672746324 -0.0004209743597969912 0.00079344088859440928 -0.0075586275087823731
leaf_weight=689466 36675 137365 33182 37913 3046 7656 2409 5819 9306 3549 6205 19187 101040 3317 1078 2450 18395 1863 4170 30143 74632 8776 38699 9959 3630 3549 4719 18534 7952 314
leaf_count=689466 36675 137365 33182 37913 3046 7656 2409 5819 9306 3549 6205 19187 101040 3317 1078 2450 18395 1863 4170 30143 74632 8776 38699 9959 3630 3549 4719 18534 7952 314
internal_value=-5.97842e-06 -0.000166888 -9.32697e-05 1.92345e-05 0.000513276 -0.000114262 2.75584e-05 0.00118271 0.00151949 -6.91897e-05 0.00126917 0.00179698 -3.09373e-05 0.000208302 -0.000692786 0.00177205 -0.000720738 -0.000333833 -0.000748177 -0.000640387 0.000135877 -0.000255504 -1.99796e-05 0.000121959 0.000615809 0.00127528 0.00056319 -0.000152245 -8.98183e-05 -0.000539598
internal_weight=1.325e+06 586875 514809 377444 80294 297150 240842 37358 31539 42936 9754 28493 233186 130283 72066 5767 56308 102903 70988 66818 124516 49884 41108 738123 48657 26179 16220 22478 12671 18848
internal_count=1324998 586875 514809 377444 80294 297150 240842 37358 31539 42936 9754 28493 233186 130283 72066 5767 56308 102903 70988 66818 124516 49884 41108 738123 48657 26179 16220 22478 12671 18848
cat_boundaries=0 1 2 3 4 5
cat_threshold=7172 1126 5328 32 528
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=31
num_cat=5
split_feature=72 22 35 28 136 123 32 96 53 136 136 63 12 117 42 91 4 79 66 36 136 36 64 34 136 18 31 23 82 2
split_gain=10.1572 9.65381 12.3705 10.9814 11.2247 9.96263 8.71896 8.14888 9.36616 9.30314 6.94021 6.90641 7.92095 6.86755 6.60535 6.26198 5.81397 5.80671 8.57797 7.03992 6.60532 5.53675 5.55593 5.43574 5.38643 6.31328 5.38191 5.24723 5.83453 8.50109
threshold=0.52936807274818432 7.4849998950958261 15.150000095367433 1012.5499877929689 0 -0.43049471080303187 10.650000095367433 -0.96536841988563526 24.894999504089359 1 2 0.30847476422786718 1.5649999976158144 -0.43049471080303187 12.250000000000002 0.04121693782508374 5.1499998569488534 13.085000038146974 7.9249999523162851 20.44999980926514 3 11.050000190734865 8.9349999427795428 19.250000000000004 4 10.405000209808351 1018.4500122070314 5.6250000000000009 334.84997558593756 346.50000000000006
decision_type=2 2 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2
left_child=17 2 5 4 -4 11 -3 -8 9 16 -5 12 -2 -7 24 21 -9 -1 19 20 23 22 -13 -19 25 26 -14 -22 -29 -30
right_child=1 6 3 10 -6 13 7 8 -10 -11 -12 15 14 -15 -16 -17 -18 18 -20 -21 27 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=8.591993949343921e-05 -0.00055406017812737721 -0.00057950727348550187 0.0068475303028608841 -0.00082199755810127199 -0.00026420864095912376 -0.0015223114337950382 -0.00028233483472983053 0.0021270638556438906 -7.7343248189594373e-05 0.000433655705285941 -0.0022046247489007245 -0.00034651783670955734 0.0021387134324006886 -0.00038810633870443043 0.010007176632762739 0.001708204178503296 0.00037560464579897688 0.0028468171204121006 -0.0013041581375364973 -0.0066763149213052517 0.00019614078777657856 -0.00031860940171715739 0.0013350808871107319 0.014373201264201531 0.00044339696635141711 -0.001322872293048288 0.0058538314924798732 0.0014664780237194361 0.0092480576894777983 -0.0034653413816048322
leaf_weight=743595 7314 41086 562 17717 18481 15104 55728 16543 52766 56022 18692 8718 6400 114681 220 4712 6640 3956 3969 279 10691 90831 11251 105 9170 1117 1150 6777 548 173
leaf_count=743595 7314 41086 562 17717 18481 15104 55728 16543 52766 56022 18692 8718 6400 114681 220 4712 6640 3956 3969 279 10691 90831 11251 105 9170 1117 1150 6777 548 173
internal_value=-5.6754e-06 -0.00016876 -0.000343436 -0.00102379 -5.08688e-05 -0.000204052 8.02323e-05 0.000224645 0.000438729 0.000782534 -0.00153266 8.71013e-05 0.000834086 -0.000520102 0.00139636 -7.6966e-05 0.00162472 0.000111838 0.000839157 0.00121675 0.00131573 -0.000152884 0.000600934 0.00313711 0.00129015 0.00218302 0.00270459 0.000906846 0.00192141 0.00619755
internal_weight=1.325e+06 554905 326120 55452 19043 270668 228785 187699 131971 79205 36409 140883 25371 129785 18057 115512 23183 770093 26498 22529 22250 110800 19969 4061 17837 8667 7550 18189 7498 721
internal_count=1324998 554905 326120 55452 19043 270668 228785 187699 131971 79205 36409 140883 25371 129785 18057 115512 23183 770093 26498 22529 22250 110800 19969 4061 17837 8667 7550 18189 7498 721
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 660 1328 3584 1730
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=31
num_cat=3
split_feature=100 122 136 40 41 136 13 39 94 39 0 25 127 136 29 85 55 67 111 31 70 36 61 79 84 123 34 32 28 5
split_gain=9.50657 9.99437 11.5883 10.7467 10.1063 17.0973 11.4726 10.0252 8.35244 7.37733 10.5919 9.16004 7.86377 11.1285 7.18893 9.00443 7.99384 7.01402 6.94995 7.51324 7.4234 6.84248 6.7986 7.96371 6.73558 6.70069 6.68737 6.27256 6.21812 9.73747
threshold=0.78046083450317394 -0.53727915883064259 0 7.9500000476837167 1.2500000000000002 1 0.81499999761581432 16.250000000000004 -0.63061535358428944 19.650000572204593 186.50000000000003 247.50000000000003 0.13052122294902804 2 1005.8500061035157 0.87083429098129284 1.1250000000000002 1.8650000095367434 0.69065177440643322 1018.8500061035157 302.10429382324224 9.8499999046325701 0.46474951505661016 29.48499965667725 0.9234587848186494 -0.86159634590148915 14.150000095367433 16.849999427795414 1013.0499877929689 11.34999990463257
decision_type=2 2 1 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=1 2 4 24 5 26 -6 -8 -2 11 -11 -3 14 21 15 16 -13 -17 19 20 -16 -14 23 -15 28 -9 -1 -28 29 -4
right_child=8 9 3 -5 6 -7 7 25 -10 10 -12 12 13 22 18 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00070984721313755415 0.0015424760992540127 -0.00097574251117917867 0.00061195703538927994 0.0025835065123398044 -0.0023306683351260577 0.00052946798891208497 -0.001110427606583683 0.0026550289413399771 0.00010301919887975136 0.0037219574437510543 -0.00048656094314459338 -0.0041896067565516766 -0.0010328282869924966 -0.0017071630802077903 0.00034438569462311532 0.0039773701948772602 -0.00086343240746138963 0.0001212421343361443 -0.00070220521462261353 -0.00032767977071844332 0.0015766873770079026 0.00038477799803331213 -0.0005466374184024868 0.0013038547761761593 -0.0023419976660382547 6.7427688906542194e-05 0.0053251449375569465 0.00135451900051025 -0.00036001646685038171 -0.0021355976494142528
leaf_weight=1987 10231 49661 35593 3454 5934 78656 8079 4620 672011 2730 3305 1954 10817 27180 62341 1407 23908 7285 19576 31701 15201 39950 63766 2389 3706 5457 3388 1408 123757 3546
leaf_count=1987 10231 49661 35593 3454 5934 78656 8079 4620 672011 2730 3305 1954 10817 27180 62341 1407 23908 7285 19576 31701 15201 39950 63766 2389 3706 5457 3388 1408 123757 3546
internal_value=-5.38995e-06 -0.000143371 8.13391e-05 -0.000177002 0.000482415 0.000737489 -0.000422048 0.000201754 0.000124606 -0.000316363 0.00141721 -0.000345658 -0.000243891 -0.000513129 -6.4123e-06 -0.000646814 -0.00111474 0.000745445 0.000165367 0.000320833 0.000585961 8.27102e-05 -0.000837138 -0.00146389 -0.000234244 0.00125376 0.0031443 0.00415946 -0.000186291 0.000363028
internal_weight=1.325e+06 642756 279585 170056 109529 85439 24090 18156 682242 363171 6035 357136 307475 144102 163373 34554 25862 8692 128819 109243 77542 50767 93335 29569 166602 10077 6783 4796 162896 39139
internal_count=1324998 642756 279585 170056 109529 85439 24090 18156 682242 363171 6035 357136 307475 144102 163373 34554 25862 8692 128819 109243 77542 50767 93335 29569 166602 10077 6783 4796 162896 39139
cat_boundaries=0 1 2 3
cat_threshold=694 32 400
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=31
num_cat=5
split_feature=74 21 70 2 31 36 78 87 136 136 40 30 54 16 136 96 37 18 36 136 31 52 121 75 78 105 24 30 71 136
split_gain=8.7219 7.64235 8.13741 6.24441 7.85564 12.4099 9.60651 8.10073 8.72032 7.94769 7.79609 7.26245 6.80316 6.75792 7.03408 6.38666 6.94131 6.3021 6.27716 5.51601 6.6531 5.19111 5.12869 5.36541 4.97838 8.70103 8.53161 7.93368 6.12042 6.187
threshold=0.48246324062347418 5.7750000953674325 330.51379394531256 132.50000000000003 1012.8500061035157 13.84999990463257 23.755000114440922 0.88176706433296215 0 1 10.750000000000002 1003.9500122070314 0.53499999642372142 8.7100000381469744 2 -0.73482879996299733 15.550000190734865 12.50999975204468 17.94999980926514 3 1018.2500000000001 0.38499999046325689 0.18222858756780627 0.39638046920299536 3.8649998903274541 -0.70516014099121083 207.50000000000003 1011.3500061035157 325.71261596679693 4
decision_type=2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1
left_child=24 2 22 18 5 7 11 -5 -9 -6 -8 17 21 -13 15 -15 -17 -7 -3 20 -20 -11 23 -2 -1 26 -26 -28 29 -27
right_child=1 3 -4 4 9 6 10 8 -10 12 -12 13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=7.1721557133799463e-05 0.0010628964257916994 -0.00042159070136977444 0.0032426462466066974 -0.00046122557103704632 -0.00062905140506758575 0.019384506161635121 -0.0014996023165025 0.0033065178539583269 9.5249230801065836e-05 0.0036508011059300963 0.0070902729584878411 -0.00025402671680582284 3.2599074570692095e-06 0.0022075392004874636 0.0012163387669997974 0.0078299108090849664 0.0018587840609953757 -0.00092897409107536074 0.0037460715317010661 0.00054692477535062936 0.021637106395474722 0.00046302790377707669 -0.0018178411249025488 -0.0006242102985594321 0.0029188447133403489 0.0014834409900084718 0.0028911329137224413 0.0003973331019103746 0.0029766638371556565 -0.00071757857873464611
leaf_weight=680357 5040 134998 1370 32243 54035 105 4172 3232 6090 2236 282 4714 225746 5931 16261 1224 808 60 941 4063 55 2978 8363 72539 5347 3818 3688 23584 1468 19250
leaf_count=680357 5040 134998 1370 32243 54035 105 4172 3232 6090 2236 282 4714 225746 5931 16261 1224 808 60 941 4063 55 2978 8363 72539 5347 3818 3688 23584 1468 19250
internal_value=-5.12025e-06 -0.000148852 -0.000580479 -7.35062e-05 3.66695e-05 0.000491526 0.00120675 -8.59027e-05 0.00121227 -8.32263e-05 -0.000955744 0.0015377 4.44993e-05 0.00147806 0.00181513 0.00303256 0.00545557 0.0119978 -0.000356792 0.00137235 0.00468697 0.00183009 -0.000641423 -0.000514606 0.000109374 0.000557572 0.00109262 0.00073457 -0.000153742 -0.000352954
internal_weight=1.325e+06 587486 87312 500174 360117 75122 33557 41565 9322 284995 4454 29103 230960 28938 24224 7963 2032 165 140057 5059 996 5214 85942 77579 737512 57155 32619 27272 24536 23068
internal_count=1324998 587486 87312 500174 360117 75122 33557 41565 9322 284995 4454 29103 230960 28938 24224 7963 2032 165 140057 5059 996 5214 85942 77579 737512 57155 32619 27272 24536 23068
cat_boundaries=0 1 2 3 4 5
cat_threshold=102 7172 774 769 2576
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=31
num_cat=3
split_feature=100 107 79 113 37 34 127 136 52 95 40 75 64 14 52 6 111 130 71 136 11 17 14 104 65 136 41 14 39 67
split_gain=8.0789 9.5209 9.82868 9.40292 8.56963 7.84346 7.45573 12.6084 7.22112 6.83392 6.67038 6.63807 8.515 8.29975 9.49959 8.01192 6.94396 6.76627 6.6193 6.60689 6.83372 6.55789 6.44134 6.51546 6.32268 6.55473 9.8017 6.78241 6.77597 6.2477
threshold=0.78046083450317394 -0.66301965713500965 0.69499999284744274 0.23343648016452792 21.849999427795414 17.349999427795414 0.84335932135581981 0 1.0950000286102297 -0.10665210708975791 11.250000000000002 0.73366525769233715 9.5749998092651385 1.1449999809265139 0.10500000044703485 7.2500000000000009 0.042481731623411186 8.5000000000000018 238.37638854980472 1 1.0000000180025095e-35 16.335000038146976 1.6050000190734866 -0.71599647402763356 3.9850000143051152 2 0.35000000894069677 0.84499999880790722 16.050000190734867 12.175000190734865
decision_type=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 1 2 2 2 2
left_child=1 2 -1 6 5 -3 11 8 -8 10 -2 13 19 14 16 18 -4 24 22 20 -13 -20 23 -15 25 -16 -27 -28 -29 -22
right_child=9 4 3 -5 -6 -7 7 -9 -10 -11 -12 12 -14 15 17 -17 -18 -19 21 -21 29 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0022356484122128587 0.00085327193917311825 -0.00047578165953633688 0.0032874245639942798 0.0018559543649879651 0.0090431923942556492 -0.0026385312582837797 0.0067443557209276826 -0.00055232196864363572 0.0012801488139960069 8.9830313703832441e-05 0.0049636910181456752 0.0073353800675995916 9.626188124498331e-05 0.0019241890006130857 -0.0012126853917603297 -8.7869527776070319e-05 -0.0014097631601628947 -0.0040266413611145914 0.00074116916440364908 -0.00095444602919046717 0.0002445568238727935 -0.001120894215899667 0.0047300632821606027 -0.0027833855303259656 0.0015158989156715953 0.0006699519176378288 -0.0019945552461873598 -0.0021695147881299732 0.00082409990395236393 -0.0014423110726771412
leaf_weight=5050 15748 114123 3148 6601 233 4352 717 95763 3858 665441 1053 312 139937 6422 17686 39691 1049 1223 73187 44592 26996 5055 1796 830 4581 21248 8049 2627 6740 6890
leaf_count=5050 15748 114123 3148 6601 233 4352 717 95763 3858 665441 1053 312 139937 6422 17686 39691 1049 1223 73187 44592 26996 5055 1796 830 4581 21248 8049 2627 6740 6890
internal_value=-4.86224e-06 -0.000132062 -4.04731e-05 -1.91135e-05 -0.000536387 -0.000555227 -4.32692e-05 -0.000429777 0.00213185 0.000114975 0.00111089 5.08471e-05 -0.000137827 0.000264304 -0.000188903 0.000501117 0.00211341 -0.000344368 0.000768931 -0.000553586 -3.06019e-05 0.000620866 0.00204931 0.0013854 -0.000270458 -0.000415681 -5.07814e-05 -0.000930125 -1.54673e-05 -9.8432e-05
internal_weight=1.325e+06 642756 524048 518998 118708 118475 512397 100338 4575 682242 16801 412059 218727 193332 66351 126981 4197 62154 87290 78790 34198 78242 9048 7252 60931 56350 38664 17416 9367 33886
internal_count=1324998 642756 524048 518998 118708 118475 512397 100338 4575 682242 16801 412059 218727 193332 66351 126981 4197 62154 87290 78790 34198 78242 9048 7252 60931 56350 38664 17416 9367 33886
cat_boundaries=0 1 2 3
cat_threshold=16 614 3841
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=31
num_cat=5
split_feature=67 64 68 31 75 12 136 31 33 23 20 64 12 67 136 16 22 107 78 112 34 136 35 136 84 54 128 3 136 123
split_gain=7.96465 8.67446 7.81829 7.6835 5.80351 5.63004 7.68075 8.73082 8.74446 9.76678 7.67583 5.0112 15.1258 8.70232 6.69245 6.36637 6.21233 6.04498 5.29592 9.84678 7.99043 8.22642 6.68185 10.1658 7.37283 6.91611 6.51372 6.20175 11.1454 6.16647
threshold=6.6849999427795419 6.4649999141693124 321.87957763671881 1016.9500122070314 0.83535394072532665 1.6549999713897707 0 1012.9500122070314 11.550000190734865 6.1449999809265146 6.805000066757203 4.8150000572204599 2.6049998998641972 2.8149999380111699 1 8.0099999904632586 5.2750000953674325 -0.40421499311923975 5.6250000000000009 -0.35019405186176294 17.650000572204593 2 13.650000095367433 3 0.89119476079940807 0.33500000834465032 1.5000000000000002 39.500000000000007 4 -0.50751903653144825
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 1 2
left_child=2 5 4 -4 11 6 7 8 9 -2 -8 13 14 18 15 -13 -15 -16 26 20 22 -22 27 -24 25 -25 -1 28 -20 -27
right_child=1 -3 3 -5 -6 -7 10 -9 -10 -11 -12 12 -14 16 17 -17 -18 -19 19 -21 21 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=6.0642763672444936e-05 0.053048799140378834 -9.5750747767170161e-05 0.00045510196936623709 0.003200812162293338 -0.00099710726475327909 -0.00019821897523069558 -0.0023724925801092184 -0.00036379803319526227 0.0042944419038677658 0.0065734156120855081 -0.00064232437467445726 -0.0014532041438680848 -0.0010767346293547905 -0.0017337198142206606 0.00061596143850479611 0.0017309089559917848 -0.0003085443192137017 -0.0013261875011682835 -0.0015503906066545612 0.0023427987668887939 0.0011623365275553678 -0.0040181132354204837 -0.0032350628230982965 0.0041207966620620132 -0.0001237318286437214 0.0022006947673115672 -0.0028205597095446447 -0.00034053118616757185 0.0034637443907182264 7.834456589824712e-05
leaf_weight=721418 20 308561 7557 3844 12721 22397 13569 2869 720 26 12151 1701 13243 8664 37983 20359 65104 4479 1748 6665 1221 2043 1299 2779 6645 9058 1967 26097 3004 5501
leaf_count=721418 20 308561 7557 3844 12721 22397 13569 2869 720 26 12151 1701 13243 8664 37983 20359 65104 4479 1748 6665 1221 2043 1299 2779 6645 9058 1967 26097 3004 5501
internal_value=4.3742e-06 -0.000196223 7.92655e-05 0.00138085 6.37057e-05 -0.000795266 -0.0012508 0.000899903 0.00564476 0.0267801 -0.0015545 7.80467e-05 0.000462477 4.34142e-05 0.000778397 0.00148472 -0.00047593 0.000411002 9.19432e-05 0.000520487 0.000315996 -0.00208896 0.000455844 0.00105845 0.00129181 0.00183508 5.28083e-05 -3.80143e-05 0.00162335 0.00139878
internal_weight=1.32541e+06 360313 965100 11401 953699 51752 29355 3635 766 46 25720 940978 77765 863213 64522 22060 73768 42462 789445 66060 59395 3264 56131 25282 23983 17338 723385 30849 4752 14559
internal_count=1325413 360313 965100 11401 953699 51752 29355 3635 766 46 25720 940978 77765 863213 64522 22060 73768 42462 789445 66060 59395 3264 56131 25282 23983 17338 723385 30849 4752 14559
cat_boundaries=0 1 2 3 4 5
cat_threshold=2080 770 544 68 384
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=31
num_cat=5
split_feature=77 68 72 18 120 127 136 136 36 28 111 31 136 64 8 88 40 136 15 12 9 53 64 31 79 136 36 36 17 83
split_gain=6.86043 6.57262 7.5684 8.6194 7.07259 7.74827 8.04017 7.54746 9.8836 6.36016 8.02605 6.52708 6.92125 8.04789 6.91964 6.15046 6.0226 7.66373 7.30439 5.97402 5.9695 5.71748 7.66254 13.6424 6.50127 8.47445 6.86165 5.76105 5.39547 5.70857
threshold=50.114999771118171 321.20043945312506 0.5331677794456483 6.9049999713897714 -0.47714059054851526 0.11319890245795251 0 1 8.8499999046325701 1004.7500000000001 0.74825054407119762 1016.4500122070314 2 3.2050000429153447 7.1499998569488534 -0.68226265907287587 7.0499999523162851 3 0.89499998092651378 1.1649999618530276 1.6500000357627871 40.164999008178718 34.405000686645515 1016.5499877929689 10.425000190734865 4 20.349999427795414 10.84999990463257 6.0650000572204599 303.66801452636724
decision_type=2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 2 21 -4 7 9 15 -5 -9 19 11 12 20 -14 -15 -7 17 -10 -18 -6 -11 24 -23 -24 -1 -26 27 -27 -29 -30
right_child=-2 -3 3 4 5 6 -8 8 16 10 -12 -13 13 14 -16 -17 18 -19 -20 -21 -22 22 23 -25 25 26 -28 28 29 -31
leaf_value=7.2146288497970735e-05 -0.0013448571029260243 0.00072844587105796435 -0.0011081729950975887 0.00043144796224724646 -0.0033718045620135337 -0.00098252056354536637 -0.00034939491188887522 0.011302552649880107 0.0020961909163133723 -0.00064822700515985586 -0.0012415391566784196 -0.0001667577628050791 -0.0014700274930409419 0.0009854837996459791 -0.00050833030762622265 -0.002913122063222467 -0.0040005904962144819 -0.00015004724149259762 -0.00063124081346806779 -0.00049561545063674659 0.0019110734687715601 -0.0018558171933761827 -0.035076880843068169 0.0032435682829883364 0.0030172588624142499 -0.001097663682762085 -0.0051849817019168224 -0.0011863692613688017 -0.00025411092794357966 0.0016369539732771267
leaf_weight=733637 9358 31401 22531 96948 1914 23877 84755 188 3917 2741 9973 52434 5775 25834 11076 4987 2099 114935 6884 31817 13501 2019 48 45 3776 4227 521 2740 5300 16155
leaf_count=733637 9358 31401 22531 96948 1914 23877 84755 188 3917 2741 9973 52434 5775 25834 11076 4987 2099 114935 6884 31817 13501 2019 48 45 3776 4227 521 2740 5300 16155
internal_value=4.15391e-06 1.37462e-05 -3.72327e-06 -0.000151801 -0.000108151 -0.000281327 -0.000595005 9.86753e-05 -0.000153345 -5.14904e-05 0.000117348 0.000239044 0.000600131 0.000265589 0.000537218 -0.00131563 -0.000170205 -7.58543e-05 -0.00141854 -0.000658819 0.00147826 9.57415e-05 -0.00250219 -0.0165347 0.000102901 0.000792497 0.000501031 0.000605437 0.000902978 0.00116981
internal_weight=1.32541e+06 1.31606e+06 1.28465e+06 516186 493655 268684 113619 224971 128023 155065 121334 111361 58927 42685 36910 28864 127835 118852 8983 33731 16242 768468 2112 93 766356 32719 28943 28422 24195 21455
internal_count=1325413 1316055 1284654 516186 493655 268684 113619 224971 128023 155065 121334 111361 58927 42685 36910 28864 127835 118852 8983 33731 16242 768468 2112 93 766356 32719 28943 28422 24195 21455
cat_boundaries=0 1 2 3 4 5
cat_threshold=5190 918 352 32 2560
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=31
num_cat=0
split_feature=67 64 69 75 92 127 12 100 55 122 64 9 52 111 106 34 12 64 84 76 34 19 79 5 30 54 64 72 53 39
split_gain=6.90784 7.97305 6.46545 5.72891 5.43523 5.68219 5.09981 5.90931 4.70063 7.80544 7.68222 7.33807 7.14597 7.81079 7.79216 7.72252 6.32093 7.65402 6.0354 8.42048 5.93422 5.75781 6.18888 6.35058 6.10479 5.57026 5.5477 5.39633 5.13874 5.04085
threshold=6.6849999427795419 5.7249999046325692 317.55281066894537 0.83535394072532665 -0.48422789573669428 -0.9366365075111388 1.6649999618530276 -0.31792871654033655 4.0250000953674325 -0.46173103153705591 4.6649999618530282 13.650000095367433 0.62500000000000011 -0.01792950369417667 1.0000000180025095e-35 17.750000000000004 0.6850000023841859 1.1050000190734866 0.88599222898483287 1.6150000095367434 12.949999809265138 6.9049999713897714 12.965000152587892 5.0499999523162851 1012.5499877929689 2.7350000143051152 4.9649999141693124 0.5331677794456483 0.22500000149011615 12.84999990463257
decision_type=2 2 2 2 2 2 2 2 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 8 5 -2 7 -7 12 11 -11 -10 13 14 15 18 -14 29 19 28 -21 -19 23 24 -23 -26 -22 -24 -1 -18
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 -12 -13 16 -15 -16 -17 17 21 -20 20 26 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0029254706009462219 0.0016717638274797086 -9.842310293814003e-05 0.001024176951729974 -0.0010050635598923302 -0.00038002765197222671 0.0012375514930681676 -0.00038814645874498869 -0.0028196054511668883 0.00093363294519314098 -0.00060879821620436173 0.00068289742411528891 -0.0018930499060505965 -0.0018295538021801583 7.7517558489461082e-05 -0.006101215136915146 -0.0022215583258821778 -0.00047528133184921313 -0.001185485520253407 0.00010978064416731619 -0.00011923947375352307 0.0037754710273033426 0.00093277400417089696 0.0022875667502589652 -0.00098889848666618716 -0.00080232869907788699 0.00031262584246201537 0.013648754559227661 0.00016477243401082152 -0.0021337166909718374 0.00098383925967771946
leaf_weight=811 1254 319172 17566 12551 25163 992 4311 9421 51096 27816 19637 2404 6243 660789 350 1295 8500 18600 3604 1016 5577 11538 3806 30385 27738 18791 146 14029 1317 19495
leaf_count=811 1254 319172 17566 12551 25163 992 4311 9421 51096 27816 19637 2404 6243 660789 350 1295 8500 18600 3604 1016 5577 11538 3806 30385 27738 18791 146 14029 1317 19495
internal_value=3.94812e-06 -0.000182867 7.36941e-05 5.60734e-05 -0.000837981 -0.00155919 -0.00183436 -0.0024331 7.03179e-05 0.000392556 -7.42687e-05 0.000806617 3.13134e-05 0.000102379 0.00126616 0.00145348 -0.0002701 -0.000206419 0.0018351 0.00253635 0.00340219 -0.00037392 -0.000231898 -0.000403222 -9.67519e-05 -0.000352048 0.00402735 0.000617778 -0.000205615 0.000540813
internal_weight=1.32541e+06 360313 965100 947534 41141 15978 14724 10413 934983 100953 47453 53500 834030 674905 14116 13766 159125 152882 12471 8867 6739 124887 106287 88452 58067 46529 5723 17835 2128 27995
internal_count=1325413 360313 965100 947534 41141 15978 14724 10413 934983 100953 47453 53500 834030 674905 14116 13766 159125 152882 12471 8867 6739 124887 106287 88452 58067 46529 5723 17835 2128 27995
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=31
num_cat=4
split_feature=67 64 68 84 0 87 125 92 127 12 136 55 19 97 81 62 84 136 29 79 37 136 30 39 39 55 136 36 64 12
split_gain=6.23432 7.24126 6.44335 5.35439 6.52137 5.31481 6.09727 4.88466 6.60286 6.20998 5.0223 4.69741 7.27265 5.3386 5.69247 5.39462 8.33047 7.83008 6.30252 5.63492 5.62425 5.03287 4.97758 5.37163 4.95661 4.74582 4.68058 4.60945 4.53814 12.4647
threshold=6.6849999427795419 6.4649999141693124 321.87957763671881 0.90763077139854442 4.5000000000000009 0.85659921169281017 0.90992662310600292 -0.55976858735084523 -0.9366365075111388 1.6749999523162844 0 1.7849999666213991 13.344999790191652 0.27555382251739508 303.47712707519537 0.45859831571578985 0.8621746599674226 1 1015.2500000000001 8.1750001907348651 10.949999809265138 2 1004.6499938964845 13.250000000000002 9.1500000953674334 10.34500026702881 3 12.650000095367433 4.8150000572204599 2.5249999761581425
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2
left_child=2 7 3 28 26 6 -4 8 -2 -10 -9 12 -3 15 -15 16 19 -18 25 -13 -20 22 -17 -24 -23 -19 -5 -11 -1 -30
right_child=1 11 5 4 -6 -7 -8 10 9 27 -12 13 -14 14 -16 21 17 18 20 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=3.9767510857429588e-05 0.0018350062177679783 0.00063081050044160839 0.0011479338788575621 0.0056425456872659461 -0.0011198292207578245 0.00022520925332860476 0.0046596547235239231 0.00031492933455084886 -0.0022528806520627988 -0.0019034715135470446 -0.00092469782458244826 -0.00016306612290043526 -0.02070718551054597 0.0029018839336155608 0.021028897146983395 -0.00072391066454583841 -0.0028450494067002131 0.0016475623608860031 0.0027809304557964566 -0.0014512799687939511 -0.0011720772671722308 0.0070741132679675413 0.00018866292805086861 0.001210365305295784 -0.00022443366969932194 -0.0016966559089192455 0.00039512716052457698 0.0011001733162573227 0.00074401178135218775 -0.00090400787135036249
leaf_weight=858375 1488 23638 3503 568 16566 5988 1910 15167 12188 2240 17697 12869 40 171 58 10797 1856 10055 1053 24941 6185 233 55026 16790 143663 1186 1628 2972 62509 14053
leaf_count=858375 1488 23638 3503 568 16566 5988 1910 15167 12188 2240 17697 12869 40 171 58 10797 1856 10055 1053 24941 6185 233 55026 16790 143663 1186 1628 2972 62509 14053
internal_value=3.75071e-06 -0.000173723 7.00094e-05 5.58838e-05 -0.000780433 0.00125162 0.00238706 -0.000721047 -0.0013618 -0.00163518 -0.000352785 -8.19261e-05 0.000594764 -0.000138169 0.00749301 -0.000144308 -0.000573922 0.000242152 0.000553466 -0.00101282 -0.000596985 -3.40261e-05 0.000277009 0.000427529 -0.000212601 0.00129473 0.00177988 -0.000190725 7.26668e-05 0.000441517
internal_weight=1.32541e+06 360313 965100 953699 18762 11401 5413 51752 18888 17400 32864 308561 23678 284883 229 284654 58145 20335 18479 37810 7238 226509 82613 71816 143896 11241 2196 5212 934937 76562
internal_count=1325413 360313 965100 953699 18762 11401 5413 51752 18888 17400 32864 308561 23678 284883 229 284654 58145 20335 18479 37810 7238 226509 82613 71816 143896 11241 2196 5212 934937 76562
cat_boundaries=0 1 2 3 4
cat_threshold=2850 4112 404 1088
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=31
num_cat=3
split_feature=107 67 64 71 89 52 23 136 59 92 136 71 43 31 134 15 12 56 67 22 87 30 133 1 131 60 55 136 38 76
split_gain=5.80176 5.74968 10.6696 5.58269 5.51535 8.95198 6.42826 5.66434 5.41139 5.34882 7.18779 9.14719 7.92803 5.26561 5.28262 5.00218 4.99227 4.62891 4.4473 4.44656 5.54197 5.59814 5.95958 4.34764 4.32365 9.57604 7.72502 4.45797 5.3134 4.27346
threshold=0.075371228158473982 10.324999809265138 13.045000076293947 283.10884094238287 1.0000000180025095e-35 2.2949999570846562 4.6349999904632577 0 183.52502441406253 1.0000000180025095e-35 1 317.46450805664068 11.050000190734865 1017.1499938964845 1012.3500061035157 1.2849999666213991 1.3949999809265139 320.29106140136724 16.164999961853031 8.2849998474121112 0.87997913360595714 1015.8500061035157 1016.1499938964845 4.5000000000000009 318.50000000000006 0.63235768675804149 5.555000066757203 2 9.9499998092651385 1.935000002384186
decision_type=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 2 2 1 2 2
left_child=1 4 16 24 -1 6 -6 8 29 10 -5 19 -13 14 15 -9 -3 23 -18 20 -12 22 -22 -8 27 26 -26 -4 -29 -7
right_child=-2 2 3 9 5 7 17 13 -10 -11 11 12 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.4947707083565583e-05 -0.0012477520107369211 -0.0017121497363154555 -0.00014863112996517253 -0.0011085570158857916 0.0035240507137315052 -0.00084468971323180806 0.0017870298151013266 -0.0017649661192471926 0.0013619365676545295 1.046492158661112e-05 -0.00020919796343622627 0.0030928476702310657 0.017383258530520834 -0.0029890563871802344 -0.0070698010885658184 0.0022284629247948662 -0.00018166880110540237 0.0034932666416007834 -0.00099967587310708164 0.0023521807737261029 0.0029187738396068762 -0.0013117249289395201 -0.0092054611268954784 -0.00075805865809969305 0.00093311369862584853 5.8006704475317423e-05 0.028529871922000894 0.016193215303461791 -0.0012045379551308764 0.0043212767568436916
leaf_weight=1003103 9199 10267 30587 4306 1174 453 1891 1010 6470 123679 11967 3295 100 1011 195 3507 39100 770 28895 3449 3986 1170 104 14896 42 293 64 44 16943 3443
leaf_count=1003103 9199 10267 30587 4306 1174 453 1891 1010 6470 123679 11967 3295 100 1011 195 3507 39100 770 28895 3449 3986 1170 104 14896 42 293 64 44 16943 3443
internal_value=3.56415e-06 1.23096e-05 -0.000189509 4.14345e-06 6.64218e-05 0.000685054 -5.79637e-05 0.00155008 0.00224626 0.000152512 0.000771613 0.00110795 0.00351377 0.000284678 0.000987689 0.00133553 -0.000684464 -0.000297486 -0.000529287 0.000713453 0.000385365 0.00173805 0.00261048 -0.000471363 -0.000466128 0.00471704 0.0175953 -0.000509599 -0.00115879 0.00372061
internal_weight=1.32541e+06 1.31621e+06 278291 200029 1.03792e+06 34820 18731 16089 10366 152056 28377 24071 3395 5723 4712 4517 78262 17557 67995 20676 17227 5260 4090 16787 47973 399 106 47574 16987 3896
internal_count=1325413 1316214 278291 200029 1037923 34820 18731 16089 10366 152056 28377 24071 3395 5723 4712 4517 78262 17557 67995 20676 17227 5260 4090 16787 47973 399 106 47574 16987 3896
cat_boundaries=0 1 2 3
cat_threshold=611 7184 3536
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=31
num_cat=3
split_feature=107 133 91 136 13 123 99 18 127 32 9 52 136 8 14 75 28 136 67 22 124 41 122 43 122 83 52 68 80 35
split_gain=6.64532 5.62428 5.0872 6.85278 10.9574 6.2371 5.71519 5.55304 5.47178 5.66171 4.88816 4.86084 4.73851 4.38432 4.32598 4.00076 4.13076 4.63882 3.98741 3.94891 3.88812 3.86664 4.45453 4.33017 4.00932 3.93219 3.82829 3.82519 7.21938 5.94258
threshold=0.075371228158473982 1022.5499877929689 0.01972152199596167 0 0.70499998331069957 -0.46173103153705591 -0.93855339288711537 14.039999961853029 0.58068084716796886 4.9500000476837167 1.2500000000000002 2.5749999284744267 1 13.550000190734865 1.0149999856948855 0.51437821984291088 1010.8500061035157 2 2.554999947547913 6.0850000381469735 0.11319890245795251 12.949999809265138 -0.19936034083366391 12.050000190734865 -0.07845610752701758 330.13256835937506 8.3850002288818377 321.20043945312506 312.81657409667974 12.250000000000002
decision_type=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 2 2 2 2 2
left_child=1 2 6 10 -5 11 7 8 9 -1 19 -6 -7 15 -13 16 17 -11 21 -4 -14 23 -23 25 -25 -12 -3 28 -8 -30
right_child=-2 26 3 4 5 12 27 -9 -10 13 18 14 20 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0029253271704789453 -0.0013279089777063202 -0.0048277297065552408 -0.0026158509544200372 -0.0039749696562498896 0.00090744389537526001 -0.0012654389966331107 8.5987738945656606e-05 -0.00063502621904715196 -0.00042737101883011467 -0.00029137846896085112 -0.00046165980041822357 -0.00063250812438873222 0.0017036185139980894 -0.0011557722158750086 0.0030017650779508125 0.00013242473486388629 0.00069383766580042921 0.004883333813897643 -0.0022207766938417534 0.0052327703316721076 -0.00032968051135532457 -0.0050811666250228892 0.018651020705523293 -0.017052190554594355 0.0023460140105250275 0.0051309612966104427 -0.0010350411066485285 0.00063741481978786844 -0.00085643837811376605 -5.1218367378275462e-05
leaf_weight=1489 9221 871 225 1107 8850 3616 908911 58671 68876 654 2225 922 5632 5838 7317 92263 11960 1299 3963 557 4036 30 58 70 43 366 2818 27765 37964 57796
leaf_count=1489 9221 871 225 1107 8850 3616 908911 58671 68876 654 2225 922 5632 5838 7317 92263 11960 1299 3963 557 4036 30 58 70 43 366 2818 27765 37964 57796
internal_value=9.68051e-06 1.90514e-05 2.4531e-05 0.00058691 0.000910989 0.00108937 7.30087e-06 -0.000211912 -7.57971e-05 0.000137545 -0.000766869 0.00172108 0.000276702 0.00017826 0.00259507 0.000251611 0.00104198 0.00317399 -0.00120113 0.00297454 0.000853915 0.000246163 0.0105605 -8.95103e-05 -0.00967057 0.000328344 -0.00193052 5.84821e-05 4.24827e-05 -0.000370447
internal_weight=1.32541e+06 1.31619e+06 1.3125e+06 39017 31480 30373 1.27349e+06 241050 182379 113503 7537 17089 13284 112014 8239 106176 13913 1953 6755 782 9668 2792 88 2704 113 2591 3689 1.03244e+06 1.00467e+06 95760
internal_count=1325413 1316192 1312503 39017 31480 30373 1273486 241050 182379 113503 7537 17089 13284 112014 8239 106176 13913 1953 6755 782 9668 2792 88 2704 113 2591 3689 1032436 1004671 95760
cat_boundaries=0 1 2 3
cat_threshold=7184 262 4560
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=31
num_cat=2
split_feature=77 107 16 56 62 132 91 136 68 80 35 136 30 43 34 4 8 20 30 30 62 54 88 78 70 56 21 55 68 65
split_gain=6.80546 5.19805 4.90958 5.96266 6.84304 5.11049 4.87017 5.5399 5.1069 4.88359 6.00714 6.71579 6.28739 5.84588 7.27777 6.1033 5.22848 4.98508 6.22318 4.49933 4.37508 4.12671 6.62935 4.03018 5.17571 3.99197 3.82586 3.80898 4.77229 3.78981
threshold=50.114999771118171 0.075371228158473982 18.219999313354496 218.23923492431643 0.46076743304729467 1022.8500061035157 0.18167018890380862 0 321.20043945312506 316.70428466796881 11.449999809265138 1 1016.2500000000001 11.250000000000002 13.150000095367433 7.4500000476837167 0.65000000596046459 4.7550001144409189 1011.3500061035157 1016.8500061035157 0.8875698745250703 2.4550000429153447 0.16186803579330447 7.0650000572204599 317.06492614746099 182.54447174072268 7.8949999809265146 2.5449999570846562 313.40301513671881 4.4849998950958261
decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 8 21 9 20 19 12 16 -14 15 25 -12 18 -13 -11 -1 -8 -23 24 -10 -15 -26 28 -16 -25
right_child=-2 -3 3 4 -6 -7 7 -9 23 10 11 17 13 14 27 -17 -18 -19 -20 -21 -22 22 -24 29 26 -27 -28 -29 -30 -31
leaf_value=5.3823995390811811e-05 -0.0013307257216195534 -0.0012097631758325846 3.1465831274094933e-05 -0.0036599852345038683 -0.00077838218953791931 -0.0019446425646972168 0.00073485296103920799 0.00013271200609767979 0.00089186765900739191 -0.0020169163572552103 0.0055416929352716474 -0.011738880392118463 0.0013339314739139101 -0.006256732221364099 0.010490412543062121 0.029227205024411281 -0.000429436105137697 -0.00037833577063856673 -0.0020023476070167297 -0.000505086061997083 -0.00073237174111330549 0.0019424050819794132 0.0071452745944334114 0.0015759279278286784 0.0028555275282226588 0.012684115327992082 0.0085874255306331616 -0.0042956153134582568 -0.0095592786633485072 0.00011038801795259599
leaf_weight=1134399 9409 8554 12188 2905 7085 3237 5150 14373 2652 8112 382 202 7916 34 150 48 9099 37534 875 12512 17976 3593 738 5757 897 153 431 144 37 18871
leaf_count=1134399 9409 8554 12188 2905 7085 3237 5150 14373 2652 8112 382 202 7916 34 150 48 9099 37534 875 12512 17976 3593 738 5757 897 153 431 144 37 18871
internal_value=9.19774e-06 1.87778e-05 2.68155e-05 -0.000710776 -0.00161633 3.9543e-05 4.45529e-05 0.000752308 3.11344e-05 1.5769e-05 -0.000369227 -0.000102922 0.000695545 0.00168493 0.0065939 0.0133228 -0.000188853 -0.000474451 -0.00382851 -0.00109973 4.15601e-05 0.00168968 0.00282897 0.00069154 0.00216779 0.00924032 0.0047158 0.00181662 0.00652336 0.00045297
internal_weight=1.32541e+06 1.316e+06 1.30745e+06 22178 9990 1.28527e+06 1.28204e+06 23854 1.25818e+06 1.22957e+06 77198 56574 17963 8482 566 235 9481 38611 1077 20624 1.15238e+06 9481 4331 28608 3980 187 1328 331 187 24628
internal_count=1325413 1316004 1307450 22178 9990 1285272 1282035 23854 1258181 1229573 77198 56574 17963 8482 566 235 9481 38611 1077 20624 1152375 9481 4331 28608 3980 187 1328 331 187 24628
cat_boundaries=0 1 2
cat_threshold=583 660
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=31
num_cat=2
split_feature=77 84 16 56 62 133 31 93 39 61 107 91 13 136 123 52 68 43 80 30 35 136 32 36 20 32 43 13 58 36
split_gain=6.14193 4.81406 4.61686 5.43241 6.15527 4.85937 4.51968 14.0782 5.43047 4.54173 4.23862 4.67919 5.92623 6.17396 5.1468 4.92591 4.43804 4.40643 4.31494 6.04346 6.44985 6.44634 7.65047 6.29888 5.39872 5.07871 6.68353 5.82327 5.70667 4.84706
threshold=50.114999771118171 0.92681768536567699 18.219999313354496 218.23923492431643 0.46076743304729467 1022.5499877929689 1023.9500122070314 -0.607470542192459 14.650000095367433 0.88340315222740184 0.1663530692458153 0.01972152199596167 0.6850000023841859 0 -0.46173103153705591 2.5749999284744267 321.20043945312506 0.94999998807907116 316.70428466796881 1017.9500122070314 11.84999990463257 1 10.949999809265138 13.650000095367433 5.2249999046325692 12.750000000000002 11.050000190734865 1.5349999666213991 216.49550628662112 18.050000190734867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 9 8 -8 10 11 16 17 -14 15 -15 18 -13 -1 20 -20 22 -21 25 -24 26 28 -27 -22 -23
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 -12 12 13 14 -16 -17 -18 -19 19 21 23 29 24 -25 -26 27 -28 -29 -30 -31
leaf_value=7.5100307657548779e-05 -0.0012641894421121906 -0.0015269539659905334 2.7516945665047506e-05 -0.0034411298207811234 -0.00074941450362329574 -0.0018034011658580298 -0.0033481301146614561 -0.00023051832974711121 -0.010244190573192747 -0.00070733547868915647 -0.001324803840670891 -2.6045535965253789e-05 -0.00061277227072441254 0.00081583852698143542 0.00031139660930527184 0.0025334751580717452 0.00071603022936581441 -0.0058870035665210957 -0.0016320511641083344 -0.00057808928170267253 -0.0034381285381313979 -0.00042673461933162869 0.0065729703295163769 -0.00079170699713121406 0.0019302922726090344 -0.0018091341577559207 0.0082228764767501277 0.0023236522935274561 0.00013995795008882683 0.015661370252912983
leaf_weight=1055021 9409 5024 12204 2994 7308 3580 1425 71576 357 18771 5372 704 6777 8708 12949 8017 25584 589 12225 3073 1435 12061 719 23319 4850 1024 219 5085 4987 47
leaf_count=1055021 9409 5024 12204 2994 7308 3580 1425 71576 357 18771 5372 704 6777 8708 12949 8017 25584 589 12225 3073 1435 12061 719 23319 4850 1024 219 5085 4987 47
internal_value=8.73791e-06 1.78389e-05 2.3759e-05 -0.000686201 -0.00153169 3.616e-05 4.12854e-05 -0.000339811 -0.00472966 6.43606e-05 7.65051e-05 8.28449e-05 0.000630638 0.000748637 0.00105941 0.00163917 6.48603e-05 -0.00269589 5.00395e-05 -0.000332899 -0.000639528 0.000380754 0.00142296 -0.000303128 0.0025297 0.000590454 -0.000366652 0.00163091 -0.000659568 -0.000363984
internal_weight=1.32541e+06 1.316e+06 1.31098e+06 22506 10302 1.28847e+06 1.28489e+06 73358 1782 1.21154e+06 1.19276e+06 1.18739e+06 37744 36451 29674 16725 1.14965e+06 1293 1.12406e+06 69044 48294 20750 8642 36069 5569 12750 6641 6109 6422 12108
internal_count=1325413 1316004 1310980 22506 10302 1288474 1284894 73358 1782 1211536 1192765 1187393 37744 36451 29674 16725 1149649 1293 1124065 69044 48294 20750 8642 36069 5569 12750 6641 6109 6422 12108
cat_boundaries=0 1 2
cat_threshold=7184 1168
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=31
num_cat=0
split_feature=77 99 18 25 114 107 127 75 32 28 104 3 24 89 61 13 121 71 117 71 85 54 70 53 13 62 13 55 99 61
split_gain=5.54309 4.40376 4.48642 5.77539 4.27273 4.16867 3.95353 6.40191 4.44746 4.00155 3.95482 3.82352 3.6925 3.51593 6.28621 4.7159 4.1481 4.49485 3.94664 3.79896 3.4804 3.42907 3.4045 3.48742 3.35694 3.35656 3.23651 3.26469 3.44346 3.22541
threshold=50.114999771118171 -0.93855339288711537 14.039999961853029 180.50000000000003 -0.52247866988182057 0.075371228158473982 0.56638467311859142 0.51437821984291088 4.9500000476837167 1010.8500061035157 -0.98368406295776356 186.50000000000003 287.50000000000006 0.18558440357446673 0.3845940381288529 0.89499998092651378 -0.50751903653144825 248.08191680908206 0.98624804615974437 325.71261596679693 0.92301517724990856 0.65500000119209301 264.77540588378912 0.22500000149011615 4.1549999713897714 0.36464583873748785 1.735000014305115 0.2650000005960465 -0.99037456512451161 0.40705232322216039
decision_type=2 2 2 2 2 2 2 2 2 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 6 13 7 9 -9 10 11 -1 22 19 16 -16 -15 -18 -19 -3 24 -8 23 -11 -21 -5 -14 28 -28 -23
right_child=-2 5 3 25 -6 -7 21 8 -10 12 -12 -13 26 14 15 -17 17 18 -20 20 -22 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0023362529175266484 -0.0012009799629856448 4.434618669410575e-05 0.0018326274696120253 -0.0017457030647831295 -0.0010133066244202647 -0.0014130795465111502 0.00068675120986393134 -0.0027456571931222221 8.7829304046125708e-05 0.0015811280229119666 0.0017429325904027996 0.0081256114819232336 0.0028359948540659344 0.0011231863721156421 -0.0019129971218460201 0.0028641194786617986 0.0014932336348832717 -0.0017500077000991579 0.0057351255504086186 0.0010102363975589292 -0.0058674035346824036 -0.00094545727051108068 0.001281829021011536 -0.0016720073799978083 -0.0032554615962588672 -0.00051054355603389094 -0.003207258149050176 -0.0012875655211250646 0.024388639030691522 -0.00016789585617675001
leaf_weight=104 9409 1022734 2464 6131 10874 4770 7953 1405 96676 1135 1430 545 3115 6090 587 4309 1741 4673 183 15893 193 19616 3876 3005 475 53471 20 845 26 41665
leaf_count=104 9409 1022734 2464 6131 10874 4770 7953 1405 96676 1135 1430 545 3115 6090 587 4309 1741 4673 183 15893 193 19616 3876 3005 475 53471 20 845 26 41665
internal_value=8.30078e-06 1.69467e-05 -0.000169916 -0.000539532 -5.0614e-05 6.17164e-05 7.08944e-06 0.000190457 4.72399e-05 0.00118662 0.00321206 0.00644913 0.000836355 6.83726e-05 0.000769506 0.00229137 0.000182208 -0.000686454 -0.00146793 5.65107e-05 0.000807737 -0.000290027 0.000216887 -0.000780145 0.000886446 -0.000637599 0.00207591 -0.000581407 0.0123904 -0.000416793
internal_weight=1.32541e+06 1.316e+06 254356 62066 192290 1.06165e+06 181416 112182 98081 14101 2079 649 12022 1.05688e+06 17583 4896 12687 6597 4856 1.0393e+06 16561 69234 8016 4140 16368 59602 4006 891 46 61281
internal_count=1325413 1316004 254356 62066 192290 1061648 181416 112182 98081 14101 2079 649 12022 1056878 17583 4896 12687 6597 4856 1039295 16561 69234 8016 4140 16368 59602 4006 891 46 61281
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=31
num_cat=1
split_feature=107 84 131 12 136 36 98 39 57 19 65 39 53 55 55 87 65 16 80 60 23 89 61 78 67 19 14 31 54 24
split_gain=4.58859 4.38643 4.36559 7.42764 5.51215 8.19589 8.16483 6.86404 6.3565 5.50908 5.43058 5.35297 5.89989 4.85709 4.81462 4.60515 6.81431 4.46787 5.05992 5.62329 4.18237 4.10757 6.80937 6.96064 5.11157 6.05558 4.32865 4.48117 5.13423 4.99621
threshold=0.075371228158473982 0.92681768536567699 1.0000000180025095e-35 1.1549999713897707 0 11.84999990463257 -0.94311547279357899 16.44999980926514 185.64258575439456 15.405000209808351 19.505000114440922 14.150000095367433 1.8550000190734866 1.3949999809265139 2.1049998998641972 0.88920849561691295 42.264999389648445 19.524999618530277 240.61576080322268 0.53686299920082103 6.305000066757203 1.0000000180025095e-35 0.39479413628578192 1.8750000000000002 2.6550000905990605 10.405000209808351 0.6850000023841859 1017.6499938964845 2.6149998903274541 333.50000000000006
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 17 9 5 6 10 8 -6 -4 -5 12 -7 -13 -10 -14 -17 21 -19 -20 -8 -1 24 -24 26 -26 -23 28 -28 -30
right_child=-2 -3 3 4 7 11 20 -9 14 -11 -12 13 15 -15 -16 16 -18 18 19 -21 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=2.6493746895625163e-05 -0.0011036019378788205 -0.0014491410026618284 -0.0022087435658632269 0.0094511382876393893 -0.0054302270065444865 -0.0043278931698878297 0.006718698935862185 0.004055993065768944 -0.0026324864263710494 -0.0089748882877220947 0.029889760987880903 0.0051788706236518232 -0.00071055003628622251 0.00069826227749820047 -0.00049079011650609878 0.0011336700835032449 0.012316544906312378 4.1187604074364176e-05 -0.0056929040196903886 -0.00071244306303246021 -0.00071634572554841471 -0.0022258903761881643 -0.001592583030816724 0.0018303677899649097 5.8730159512201907e-06 -0.0024104917614546761 -4.3594457657683916e-05 0.0032563174299115498 0.0022373460820196566 0.014663973412687138
leaf_weight=1228633 9221 5091 2036 195 818 1000 313 663 3272 353 39 679 7657 5538 13253 951 159 2563 1133 1134 478 1075 1686 12471 10372 3457 6931 1976 2182 84
leaf_count=1228633 9221 5091 2036 195 818 1000 313 663 3272 353 39 679 7657 5538 13253 951 159 2563 1133 1134 478 1075 1686 12471 10372 3457 6931 1976 2182 84
internal_value=7.88574e-06 1.56726e-05 2.13605e-05 -0.000511051 -0.000327009 0.000318498 0.00465289 -0.000936431 -0.00112782 -0.00320851 0.0128576 4.07474e-05 -0.000689272 0.00118762 -0.000914852 -0.000274236 0.00273554 3.69955e-05 -0.00148083 -0.00320158 0.00222571 4.27732e-05 0.000539902 0.00142272 6.06284e-05 -0.000598174 0.000804471 0.00109603 0.000631892 0.002698
internal_weight=1.32541e+06 1.31619e+06 1.3111e+06 37404 35015 17009 1025 18006 17343 2389 234 15984 9767 6217 16525 8767 1110 1.2737e+06 4830 2267 791 1.26887e+06 40234 14157 26077 13829 12248 11173 9197 2266
internal_count=1325413 1316192 1311101 37404 35015 17009 1025 18006 17343 2389 234 15984 9767 6217 16525 8767 1110 1273697 4830 2267 791 1268867 40234 14157 26077 13829 12248 11173 9197 2266
cat_boundaries=0 1
cat_threshold=513
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=31
num_cat=1
split_feature=99 32 16 112 60 116 136 2 37 54 38 37 38 42 37 88 57 67 26 36 78 43 135 31 60 67 80 101 73 27
split_gain=6.01765 4.26647 5.41825 5.52858 8.7074 6.03078 4.99777 6.40037 7.52534 6.83115 6.74752 7.24921 6.20417 4.87137 4.78812 4.67472 4.27016 6.44644 6.53069 6.69791 5.88014 7.17307 5.66103 5.50601 4.77263 4.21872 4.16009 4.15979 4.15383 4.94227
threshold=-0.88753658533096302 10.449999809265138 14.550000190734865 -0.18222858756780622 0.40544794499874121 -0.39873388409614557 0 1.0000000180025095e-35 10.449999809265138 1.8149999976158144 13.750000000000002 15.449999809265138 12.449999809265138 -1.0000000180025095e-35 20.44999980926514 -0.78684192895889271 223.03283691406253 10.045000076293947 297.50000000000006 13.949999809265138 3.0249999761581425 4.7500000000000009 1021.1499938964845 1012.5499877929689 0.83887699246406566 0.79500001668930065 261.84213256835943 0.30499991774559027 0.49551440775394445 200.50000000000003
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 13 6 4 5 -4 7 10 -9 12 27 -12 -10 -1 26 -15 17 18 19 23 21 -21 -22 28 -18 -23 -11 -3 29 -8
right_child=-2 2 3 -5 -6 -7 16 8 9 14 11 -13 -14 15 -16 -17 24 -19 -20 20 22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02404506377875805 5.7817227057373038e-05 0.0042570310486567528 -0.00066674705096111562 0.00083050364207056286 -0.00039609973110250299 -0.0031667231755156048 0.013447376924310009 0.0020160112258611972 -3.6611016622880663e-05 -0.0012951869483190045 -0.0016961902949358407 0.0013499833217848201 -0.0021810030035806544 -0.00038593007753322337 -0.0046080586742725796 -0.0016275351941750706 0.00043966832706688149 -0.0019821268101460105 0.00093961436906460675 -2.2266000087652897e-05 0.00081628104586318041 0.0014257928766941621 -0.021306989239207631 -0.0011737454192279567 -0.00072225819429165615 -0.0051578990164996702 -8.8549974371635373e-05 0.00097801530417509358 -0.0064729828037081343 -0.0029215790966732637
leaf_weight=20 970426 1796 4461 7112 55571 5253 58 2938 4956 8373 3624 4236 10560 37562 642 9498 100054 4841 11419 3442 9973 295 29 5465 9694 1389 48631 2096 944 225
leaf_count=20 970426 1796 4461 7112 55571 5253 58 2938 4956 8373 3624 4236 10560 37562 642 9498 100054 4841 11419 3442 9973 295 29 5465 9694 1389 48631 2096 944 225
internal_value=-6.6307e-06 -0.000182727 -0.000114981 -0.000493311 -0.000637525 -0.00201865 1.23523e-06 -0.00029742 -0.000465165 -0.000564803 0.000788554 -5.4512e-05 -0.00149606 -0.000626035 -0.000314146 -0.00063652 0.00017873 -0.000277467 -2.91961e-05 -0.000536201 4.64381e-05 -0.00133054 0.000752136 -0.00185332 0.000337036 -0.00400458 -0.000265786 0.00249115 -0.00488012 0.000433189
internal_weight=1.32558e+06 355157 308077 72397 65285 9714 235680 87852 76100 73162 11752 7860 15516 47080 57646 47060 147828 38080 33239 21820 15128 5126 10002 6692 109748 1684 57004 3892 1227 283
internal_count=1325583 355157 308077 72397 65285 9714 235680 87852 76100 73162 11752 7860 15516 47080 57646 47060 147828 38080 33239 21820 15128 5126 10002 6692 109748 1684 57004 3892 1227 283
cat_boundaries=0 1
cat_threshold=5189
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=31
num_cat=0
split_feature=99 135 55 107 13 8 71 127 23 39 121 42 121 78 101 38 95 41 121 41 9 95 115 31 109 72 72 67 111 29
split_gain=5.43093 4.03337 4.40543 4.3091 8.48749 7.4459 12.6202 7.24555 6.78196 7.10702 6.3309 5.7378 9.27614 5.63988 5.60471 7.15896 6.36118 6.1458 6.09246 6.82149 5.14219 5.01107 4.85243 4.74136 4.67467 4.58968 4.49627 4.42545 4.26053 4.19448
threshold=-0.88753658533096302 1018.1499938964845 4.9549999237060556 -0.79712399840354908 1.2549999952316286 5.8500001430511483 236.59834289550784 -0.3172925859689712 4.8350000381469735 20.150000572204593 -0.25037047266960138 1.0000000180025095e-35 -0.89490029215812672 4.8350000381469735 0.69452756643295299 21.550000190734867 0.072307638823986067 10.949999809265138 -0.41467745602130884 9.3499999046325701 3.4500000476837163 -0.6739307940006255 -0.90255093574523915 1021.1499938964845 0.18328141421079638 0.47949078679084783 0.8659670650959016 2.554999947547913 0.35236191749572759 1015.0499877929689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 6 13 23 -2 11 20 12 24 -6 15 18 17 26 19 -5 -11 -22 -23 -8 -10 29 -16 -15 -14 -13
right_child=1 2 -4 14 5 -7 7 -9 9 10 -12 25 28 27 16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017359095323418321 0.0018265159123396801 -0.003633268764157975 -0.00042836653230718332 -6.7812293449887349e-05 0.0015911627911809941 0.00016487523097982133 0.0023255197088246989 0.00041410852148413289 0.00329084336513355 0.0026606051356176282 0.0038882498707324986 0.00018815305973702903 3.9634149640494671e-05 0.0035047943534490863 0.00041286948251343324 0.0063096612952468316 4.9243064959132009e-05 0.0048168128559249214 -0.00065416233313740819 0.0026502547391950228 -0.0024279806728980556 -0.0045243864285556563 0.0068814365849203364 -0.00156697492395519 0.00020585482342418116 -0.0031371340497251435 0.0023964551352092462 0.0079772148781915592 -0.0014883240968696482 -0.0025903512189867648
leaf_weight=355157 3540 1480 3892 65995 1736 48581 8870 30347 2253 1267 1589 3522 8053 1322 17639 411 676828 964 63039 2392 1880 133 312 858 2699 3728 3409 951 10525 2211
leaf_count=355157 3540 1480 3892 65995 1736 48581 8870 30347 2253 1267 1589 3522 8053 1322 17639 411 676828 964 63039 2392 1880 133 312 858 2699 3728 3409 951 10525 2211
internal_value=-6.29917e-06 5.49264e-05 -0.00131133 6.25316e-05 0.00032522 0.000591826 0.00106233 0.000794756 -0.000267056 -0.00046121 0.00126039 -0.000731575 -0.000313454 0.00373707 2.0037e-05 -0.000278983 7.64476e-05 0.000912935 -0.000299588 2.72586e-05 9.78975e-05 -0.00129864 0.00347251 0.00198221 0.00160942 -0.00177146 0.000734137 0.00537601 -0.000826001 -0.00088341
internal_weight=1.32558e+06 970426 5372 965054 134377 92665 44084 40075 41712 38172 5181 32991 23530 4009 830677 131837 698840 22012 131426 68387 3592 2325 445 9728 4952 9461 21048 2273 18578 5733
internal_count=1325583 970426 5372 965054 134377 92665 44084 40075 41712 38172 5181 32991 23530 4009 830677 131837 698840 22012 131426 68387 3592 2325 445 9728 4952 9461 21048 2273 18578 5733
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=31
num_cat=4
split_feature=99 8 127 78 64 131 36 107 90 54 17 136 10 56 136 15 76 37 104 88 32 136 14 39 37 26 67 136 1 127
split_gain=4.95048 4.15541 4.43473 4.49121 5.24546 3.99193 3.76007 3.6086 3.64617 4.99488 4.40975 4.3948 5.41297 4.18798 3.67604 4.99206 4.7134 4.51061 4.75939 4.07003 3.55265 3.51145 3.39967 3.26405 3.94672 3.26147 3.1965 3.83816 3.87344 4.93213
threshold=-0.94075414538383473 13.250000000000002 0.71322327852249157 1.2450000047683718 1.3450000286102297 335.50000000000006 16.650000572204593 0.1663530692458153 0.019490770995616916 3.5349999666213994 9.5450000762939471 0 3.4500000476837163 206.66264343261722 1 0.72500002384185802 3.0849999189376835 16.550000190734867 -0.98879584670066822 -0.9765566587448119 4.9500000476837167 2 1.4650000333786013 20.750000000000004 22.349999427795414 194.50000000000003 1.235000014305115 3 4.5000000000000009 0.98321744799613964
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2
left_child=1 2 3 4 -1 7 -7 8 -2 14 13 12 22 -11 15 -10 17 -16 -19 -17 -5 25 -12 26 -25 -3 27 28 29 -4
right_child=5 21 23 20 -6 6 -8 -9 9 10 11 -13 -14 -15 16 19 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027722790427736049 3.7838400817569984e-05 -0.0049947363071396467 -0.0013312092154390285 -0.0017610632324434501 -0.000324743350342763 -0.0015223510803859109 0.0060952368051560967 -0.0014798584803155663 0.012412765806906725 0.004465955077293104 -0.0009186452703867778 0.0019756200970562059 -0.0024133057686773715 0.00059424416477771216 -0.0035100809085179211 0.0030514360671567015 0.0011234805134655976 -0.0025681478176981716 0.0023038321207658361 -0.0014376498665777844 8.4616865636960554e-05 -0.0017626098178056947 0.0057126576734984925 -0.0072687910860373232 0.010708962769850214 -7.8845054616285718e-05 -0.00059033848159933738 -0.0001799648954673928 0.0020234652459455815 0.027111266063792369
leaf_weight=3003 1035687 352 27 2652 8077 5405 167 3852 70 2015 361 3275 1684 1069 1184 557 10712 836 1252 5400 154437 7602 416 299 34 8136 59861 5243 1883 35
leaf_count=3003 1035687 352 27 2652 8077 5405 167 3852 70 2015 361 3275 1684 1069 1184 557 10712 836 1252 5400 154437 7602 416 299 34 8136 59861 5243 1883 35
internal_value=-5.98421e-06 -0.000205598 -0.000152494 -1.51661e-05 -0.000988096 4.07883e-05 -0.00129404 4.775e-05 5.32777e-05 0.000607899 0.00159919 0.000779418 -0.000817148 0.00312391 0.000170978 -0.000860488 0.000615708 -0.00104478 0.000353173 -0.0010179 5.34578e-05 -0.000983009 0.0026317 -0.000495232 -0.00543322 -0.000282376 -0.000470708 0.000525568 0.00241593 0.014725
internal_weight=1.32558e+06 251641 235551 168169 11080 1.07394e+06 5572 1.06837e+06 1.06452e+06 28831 8820 5736 2461 3084 20011 6027 13984 3272 2088 5957 157089 16090 777 67382 333 8488 67049 7188 1945 62
internal_count=1325583 251641 235551 168169 11080 1073942 5572 1068370 1064518 28831 8820 5736 2461 3084 20011 6027 13984 3272 2088 5957 157089 16090 777 67382 333 8488 67049 7188 1945 62
cat_boundaries=0 1 2 3 4
cat_threshold=1686 5392 4500 534
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=31
num_cat=4
split_feature=77 61 133 31 93 92 84 69 41 32 29 136 7 32 136 37 81 30 13 123 121 67 33 136 4 5 90 33 34 136
split_gain=4.60815 4.32593 4.3217 3.68913 12.7938 5.10853 4.20146 4.54427 7.17141 5.08436 4.99468 4.91923 12.012 5.18361 4.18507 4.51778 3.88228 6.22512 6.08013 7.32838 5.70192 5.18176 6.63432 12.1882 5.31029 6.36832 5.44628 5.06308 7.24785 4.7943
threshold=50.114999771118171 0.87376368045806896 1022.2500000000001 1023.9500122070314 -0.651485115289688 -0.92787680029869068 0.9164489507675172 317.55281066894537 10.750000000000002 11.650000095367433 1011.8500061035157 0 0.45000000298023229 14.150000095367433 1 9.3499999046325701 314.53625488281256 1016.9500122070314 1.5649999976158144 -0.71322327852249134 0.38266885280609136 3.2549999952316289 11.34999990463257 2 0.45000000298023229 5.5499999523162851 0.52005898952484142 11.949999809265138 14.949999809265138 3
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1
left_child=1 2 3 6 5 -5 7 16 9 10 14 12 -11 -14 15 -9 -1 18 -18 -20 21 22 -19 -24 -25 -26 -27 -21 29 -29
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 11 -12 -13 13 -15 -16 -17 17 20 19 27 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=5.7733076427990982e-05 -0.0011094000638023078 -0.00061049564062138414 -0.0019248532611354657 -0.010679391111736582 -0.00022583869251611524 -0.0033989575571243776 -0.00080667859439092517 0.024618816624085108 0.0036213310779216281 0.012332541212249793 2.2569269130759027e-06 0.00050589521208445885 0.0024162652432769254 -0.0025020225078900603 -0.0038471281589852581 0.00073617987219990377 -0.0014988802161080702 -0.00075116711177588636 0.001247320691491896 -0.0016153668300993946 -0.0017743097034379866 3.3685571008273922e-05 0.00029550707996456359 0.016478155575622554 0.0016534511602310066 0.0057025437251951193 0.018113143019318739 0.00085806992559215526 -0.0016469293086303659 -0.0011874604192333583
leaf_weight=1069668 9390 28193 2863 295 71421 1315 14453 21 1823 281 10354 25250 3398 636 1592 347 14609 2394 6380 8962 3144 20558 3392 93 1240 1484 94 11938 6236 3759
leaf_count=1069668 9390 28193 2863 295 71421 1315 14453 21 1823 281 10354 25250 3398 636 1592 347 14609 2394 6380 8962 3144 20558 3392 93 1240 1484 94 11938 6236 3759
internal_value=-5.68499e-06 2.18915e-06 1.56002e-05 1.99231e-05 -0.0003252 -0.00473295 4.07172e-05 5.09434e-05 0.000551415 0.000417781 -0.000435868 0.000773331 0.00233171 0.00164085 -0.00275033 0.00204352 3.19897e-05 -0.000294729 -0.000634294 -0.000295441 0.000249053 0.000466501 0.00148959 0.00234067 0.00470659 0.00433481 0.00644183 -0.000614031 -0.000204877 0.000368012
internal_weight=1.32558e+06 1.31619e+06 1.288e+06 1.28514e+06 73031 1610 1.21211e+06 1.19765e+06 43702 41879 12314 29565 4315 4034 1960 368 1.15395e+06 84283 51884 37275 32399 29255 8697 6303 2911 2818 1578 30895 21933 15697
internal_count=1325583 1316193 1288000 1285137 73031 1610 1212106 1197653 43702 41879 12314 29565 4315 4034 1960 368 1153951 84283 51884 37275 32399 29255 8697 6303 2911 2818 1578 30895 21933 15697
cat_boundaries=0 1 2 3 4
cat_threshold=672 582 1319 912
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=31
num_cat=3
split_feature=101 79 37 76 85 16 136 106 127 106 11 9 30 65 80 29 135 17 19 40 68 0 43 136 136 1 29 68 36 10
split_gain=4.40512 7.88197 7.44012 9.27149 11.602 11.2168 8.24965 8.57663 7.97469 7.81957 7.51338 6.12869 6.0516 5.81284 5.7063 6.40884 7.62876 5.88816 5.31709 5.31575 7.08284 6.86173 5.25746 8.42245 5.18088 5.04235 4.8183 4.68205 4.62725 8.5922
threshold=0.15562026947736743 0.69499999284744274 16.650000572204593 4.5450000762939462 0.71980375051498424 9.5450000762939471 0 -0.92408826947212208 0.64942333102226268 -0.9278772473335265 4.0499999523162851 7.1499998569488534 1014.5499877929689 0.63499999046325695 304.22979736328131 1011.8500061035157 1014.0499877929689 7.4149999618530282 6.4600000381469735 1.0000000180025095e-35 270.04475402832037 236.50000000000003 5.6499998569488534 1 2 244.50000000000003 1010.9500122070314 218.83228302001956 15.250000000000002 0.65000000596046459
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 1 1 2 2 2 2 2
left_child=1 -1 14 6 5 11 7 19 24 -10 12 -5 -8 -11 22 16 17 -16 -15 20 25 26 23 27 -6 -4 -21 -3 29 -17
right_child=-2 2 3 4 8 -7 10 -9 9 13 -12 -13 -14 18 15 28 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017577454524242517 3.6274009313529527e-05 -0.0018798426795790927 4.2905948341444575e-05 0.017788134235226193 0.0024113267692762686 0.0031104189092694815 -0.0031278719268097686 0.0023073926943568686 0.0017223642416685841 0.0080406899326949943 -0.0037903880552148947 -0.0028779403641930826 0.0016046574955691619 -0.0073372617372537063 -0.0073600767512255602 0.0044272438272311794 0.0007514825068423934 -0.0017702483677479862 -0.001630822540599787 0.0038947810183208999 -0.0016364069407270932 -0.0016366267634413704 -0.0012791954898599875 -0.00069292815672873957 0.00037112618767119797 0.0028625820288147655 -5.8868361841386911e-05 0.00026607558723030952 -0.00078753172207341067 0.00060558067200498864
leaf_weight=7889 1096370 2683 2805 246 8073 725 1067 4129 2293 139 2712 42 1841 470 706 1582 1868 1416 3105 945 2222 8690 16793 69489 5083 3647 4176 48315 5147 20915
leaf_count=7889 1096370 2683 2805 246 8073 725 1067 4129 2293 139 2712 42 1841 470 706 1582 1868 1416 3105 945 2222 8690 16793 69489 5083 3647 4176 48315 5147 20915
internal_value=-5.40201e-06 -0.000204746 -0.00014939 0.00037105 0.00121163 0.00642652 -0.000155086 0.000212731 0.000935956 -0.000573528 -0.00189392 0.0147743 -0.000131797 -0.001991 -0.000310871 0.000294527 -0.00157873 -0.00363001 -0.00238104 -0.000171824 0.000798258 -0.000781084 -0.000450375 -0.000334858 0.00162518 0.00163673 0.000670715 0.000153149 0.000564904 0.000874322
internal_weight=1.32558e+06 229213 221324 52410 20176 1013 32234 26614 19163 6007 5620 288 2908 3714 168914 31634 3990 2122 3575 22485 8674 13811 137280 120487 13156 6452 5121 50998 27644 22497
internal_count=1325583 229213 221324 52410 20176 1013 32234 26614 19163 6007 5620 288 2908 3714 168914 31634 3990 2122 3575 22485 8674 13811 137280 120487 13156 6452 5121 50998 27644 22497
cat_boundaries=0 1 2 3
cat_threshold=2097 2224 1840
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=31
num_cat=3
split_feature=84 122 92 39 80 136 127 76 10 36 29 0 41 90 134 19 39 136 126 98 23 54 83 136 13 6 23 9 123 74
split_gain=5.39189 4.09341 7.0037 7.7796 9.97013 11.2179 7.56826 7.97567 7.38973 6.70053 9.91122 6.55437 6.21739 5.98694 5.90878 8.90943 7.30817 5.75799 9.693 5.70915 5.70821 5.36894 5.36356 4.97482 5.57243 6.21804 4.83489 4.79332 4.56551 4.37148
threshold=0.9234587848186494 -0.52247866988182057 -0.67477184534072865 19.250000000000004 273.29649353027349 0 0.87032255530357372 3.9850000143051152 7.6499998569488534 11.550000190734865 1009.9500122070314 224.50000000000003 8.9499998092651385 0.019490770995616916 1018.9500122070314 10.960000038146974 15.650000095367433 1 1.0000000180025095e-35 0.11140370368957521 7.8450000286102304 2.4550000429153447 318.93417358398443 2 1.3849999904632571 2.7500000000000004 9.2950000762939471 5.2500000000000009 0.56638467311859142 0.61183300614357006
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 13 3 4 5 8 7 -6 -3 10 -10 22 27 -1 17 -16 -17 18 19 23 -19 -15 -5 -9 -25 -26 -22 -7 -20 -27
right_child=-2 2 -4 11 6 12 -8 14 9 -11 -12 -13 -14 21 15 16 -18 20 28 -21 26 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=7.4864818446361485e-05 -0.0013231214058109454 -0.0048854268863700728 -1.2261702405806397e-05 0.0032854378445371195 -0.0010931879564770237 0.00097859070722159888 -0.0014322061785118666 0.0033868031732737949 0.024772338878440981 -0.0019596542550115543 -0.00045053499852000897 -0.00070093683598319986 -0.0022950454963351356 0.00018452233981803591 -0.0098121978362695969 0.00028223439186821569 0.032361291348934174 -0.00053022172624168191 -0.00033604445291957074 0.018232951515640777 0.0026045103843812764 0.0018652228708199486 -0.010171119091529891 -0.0010925282658175029 0.0031203342867375176 0.0041644839937891387 -0.0076161567785884027 -0.0013830409368963774 -0.0063462402107328317 -0.00027446570827135015
leaf_weight=601672 7639 3524 606041 2886 14011 4980 12286 3123 60 1791 111 2121 4697 10108 319 92 22 18565 6180 52 2244 8967 76 2251 4042 653 122 3779 333 3682
leaf_count=601672 7639 3524 606041 2886 14011 4980 12286 3123 60 1791 111 2121 4697 10108 319 92 22 18565 6180 52 2244 8967 76 2251 4042 653 122 3779 333 3682
internal_value=1.42747e-06 9.09983e-06 -7.39695e-05 -0.000480455 -0.000591642 -0.00160609 -0.000308962 -6.11625e-05 -0.00350976 -0.00105678 0.0083996 0.00142083 -0.000826746 0.000102513 0.00028576 -0.00552466 0.00647293 0.000346756 0.000946121 0.0016968 -0.000235338 0.000974606 0.00294016 0.00163427 0.00111505 0.00170959 0.00207749 -4.03162e-05 -0.000643337 0.000394193
internal_weight=1.32643e+06 1.31879e+06 698043 92002 86919 18942 67977 55691 5486 1962 171 5083 13456 620747 41680 433 114 41247 20316 13803 20931 19075 2962 13751 10628 8377 2366 8759 6513 4335
internal_count=1326429 1318790 698043 92002 86919 18942 67977 55691 5486 1962 171 5083 13456 620747 41680 433 114 41247 20316 13803 20931 19075 2962 13751 10628 8377 2366 8759 6513 4335
cat_boundaries=0 1 2 3
cat_threshold=1795 1638 96
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=31
num_cat=4
split_feature=84 121 92 39 108 31 80 136 127 135 76 136 28 136 20 53 65 87 125 36 30 91 136 22 30 35 55 2 38 41
split_gain=4.86619 4.02962 6.64206 9.18284 8.34872 7.89535 7.01418 9.52462 7.49727 7.41929 7.08792 7.28215 6.80255 5.9949 5.84245 5.68799 7.63028 5.48172 5.25466 5.1001 12.1585 4.94929 7.74554 4.76892 4.74263 4.72942 5.51063 5.0188 4.58224 4.99225
threshold=0.9234587848186494 -0.53727915883064259 -0.60771813988685597 19.250000000000004 0.59008464217185985 1023.9500122070314 273.29649353027349 0 0.7933231294155122 1018.8500061035157 4.0450000762939462 1 1019.6499938964845 2 5.2049999237060556 5.6749999523162851 1.6749999523162844 0.78509125113487255 -0.84335932135581959 11.650000095367433 1010.5499877929689 0.18167018890380862 3 9.2650003433227557 1010.7500000000001 15.449999809265138 3.3850001096725468 1.0000000180025095e-35 16.94999980926514 10.750000000000002
decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 21 3 5 -5 6 7 19 9 10 -8 14 -6 17 -12 16 -13 -10 -18 20 -3 -1 -23 -17 -19 26 27 -20 29 -16
right_child=-2 2 -4 4 12 -7 8 -9 13 -11 11 15 -14 -15 28 23 18 24 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.3091512761759086e-05 -0.0012569653239955418 0.020263778366298661 -9.3266810256407509e-06 0.0022332558301026476 -0.0049123810326331353 -0.0045056248740735468 -0.00087397291515612903 -0.00065102117870434711 0.0011354866324540054 -0.0052541504951765265 -0.0041565823756250864 0.0024167306779108721 0.018722679803613574 -0.003267132195034972 -0.00074523268946946586 0.0023264909058406664 0.0018286657082412288 -0.0050481939512856131 0.0017579697556507963 -0.0034886307069518781 -0.001601484258420368 -0.0014201350925906453 0.0017338401029709993 -0.0079897766201164604 -0.0009739291162042705 -0.0025684855380405623 -0.0014875060773567811 -0.00083606252250824093 0.0042936616758899888 0.0037685427460558401
leaf_weight=593114 7639 76 610919 4929 626 1250 14512 14860 3079 661 1050 4071 32 2800 10377 6466 3242 757 4848 5311 389 2428 9708 114 12653 2140 4170 3030 527 651
leaf_count=593114 7639 76 610919 4929 626 1250 14512 14860 3079 661 1050 4071 32 2800 10377 6466 3242 757 4848 5311 389 2428 9708 114 12653 2140 4170 3030 527 651
internal_value=1.35737e-06 8.64612e-06 -7.18495e-05 -0.000444058 0.00152706 -0.00055755 -0.000506027 -0.00132253 -0.000281812 1.16635e-05 7.4722e-05 0.000413105 -0.00376296 -0.00113169 -0.000585145 0.000861102 0.000467744 -0.000766619 1.25326e-05 -0.00304373 0.00197219 0.000103544 0.0011031 0.00214776 -0.00120392 -0.000402459 -1.77235e-05 0.000760265 -0.000261116 -0.000478778
internal_weight=1.32643e+06 1.31879e+06 713540 102621 5587 97034 95784 20636 75148 55859 55198 40686 658 19289 12605 28081 21501 16489 17430 5776 465 605250 12136 6580 13410 14188 12048 7878 11555 11028
internal_count=1326429 1318790 713540 102621 5587 97034 95784 20636 75148 55859 55198 40686 658 19289 12605 28081 21501 16489 17430 5776 465 605250 12136 6580 13410 14188 12048 7878 11555 11028
cat_boundaries=0 1 2 3 4
cat_threshold=1795 6544 945 7184
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=31
num_cat=2
split_feature=84 71 82 33 36 58 1 98 93 15 54 69 33 37 65 136 24 36 67 12 79 19 136 55 19 63 76 64 73 73
split_gain=4.39173 4.03369 5.12379 7.82261 10.3739 5.87804 5.14642 4.89277 4.85446 4.73882 4.7446 4.40883 4.22609 3.98678 7.22366 5.00956 4.10856 3.98547 3.87425 8.404 7.07809 7.60391 6.36514 5.74927 6.52792 5.6344 5.60419 5.84447 5.6793 5.31545
threshold=0.9234587848186494 324.63789367675787 317.73266601562506 12.050000190734865 13.750000000000002 231.41499328613284 309.50000000000006 0.26834322512149816 0.90498998761177074 2.7250000238418584 0.37500000000000006 317.55281066894537 12.650000095367433 19.050000190734867 0.75499999523162853 0 181.50000000000003 6.9500000476837167 8.1149997711181658 1.4550000429153445 10.625000000000002 6.9049999713897714 1 0.9350000023841859 11.775000095367433 0.29137457907199865 14.744999885559084 5.1949999332427987 0.68197563290596019 0.49933034181594854
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 2 11 5 6 7 -5 -4 13 -3 -11 18 -8 15 -15 -6 -17 -7 20 -20 26 -22 -23 24 -21 -24 27 29 -29 -1
right_child=-2 9 3 4 8 17 12 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 19 23 21 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=5.7887675703320739e-05 -0.0011941170688854041 0.0012181654655128314 -0.0024890606869073968 -7.6932776880631591e-05 0.00043895814611689542 0.0070552216695322859 0.0002828813383295887 0.021688019830201355 -0.0030202373572925834 0.0040215059662910167 -0.00072725762811767802 0.00081284510664666641 0.0022024713747174156 0.013772494719541145 -0.0034970427205669261 0.0033415956457125231 -0.001056724813454202 -0.00071631635114877536 -0.00109188228548122 0.0016467459336153428 -0.00036956108898270838 0.0017719136401714393 0.0019551256615884336 -0.00011046067732005487 -0.014166778125659083 0.00017459619543875888 -0.00097002535763640444 0.0013489565748644322 0.00020609049470686247 -0.00031758559881371184
leaf_weight=695912 7639 14223 5943 8665 13094 166 4484 21 1903 571 6673 17430 7952 63 1559 551 14593 26596 22035 5833 15467 14621 5431 236640 66 24427 13961 15738 35146 109026
leaf_count=695912 7639 14223 5943 8665 13094 166 4484 21 1903 571 6673 17430 7952 63 1559 551 14593 26596 22035 5833 15467 14621 5431 236640 66 24427 13961 15738 35146 109026
internal_value=1.28814e-06 8.21245e-06 -3.03607e-06 -0.000376917 -8.19514e-07 -0.000984447 0.000858531 -0.00240393 -0.000571709 0.000687998 -0.000352942 2.33728e-05 0.00151033 -0.000415662 -0.00282628 -0.000277196 -0.000896104 -0.000668111 1.1851e-05 -0.000156964 5.98909e-05 0.000585394 0.000917467 -7.20253e-05 0.00146982 0.000498297 2.36729e-05 3.9883e-05 0.00055957 7.03115e-06
internal_weight=1.32643e+06 1.31879e+06 1.29732e+06 85590 52864 32726 21101 5964 31763 21467 7244 1.21173e+06 12436 29860 1622 28238 15144 26762 1.1943e+06 264574 929729 59946 44479 242539 5899 29858 869783 855822 50884 804938
internal_count=1326429 1318790 1297323 85590 52864 32726 21101 5964 31763 21467 7244 1211733 12436 29860 1622 28238 15144 26762 1194303 264574 929729 59946 44479 242539 5899 29858 869783 855822 50884 804938
cat_boundaries=0 1 2
cat_threshold=1684 2594
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=31
num_cat=1
split_feature=84 71 83 35 36 33 43 31 14 63 84 15 38 8 123 12 93 31 33 92 136 30 52 41 8 87 102 95 1 118
split_gain=3.96354 3.6404 4.83642 6.55199 5.27945 5.86211 4.81684 5.00299 4.45698 4.37314 4.25955 6.01162 4.24136 4.25154 4.10253 5.99044 4.83216 4.08918 4.19322 4.00241 3.98248 5.26143 5.56945 4.36212 7.61702 4.14857 3.96351 3.60932 3.57438 4.0665
threshold=0.9234587848186494 324.63789367675787 318.61967468261724 11.250000000000002 13.750000000000002 12.949999809265138 11.34999990463257 1015.1499938964845 3.9550000429153447 0.43847019970417028 0.77498292922973644 0.76499998569488536 13.750000000000002 20.250000000000004 -0.76037701964378346 1.5549999475479128 0.68278345465660106 1016.8500061035157 16.550000190734867 -0.65329369902610768 0 1014.5499877929689 1.6549999713897707 11.250000000000002 8.2500000000000018 0.88601973652839672 -0.3806245476007461 0.057570641860365875 315.50000000000006 -0.85260769724845875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 19 -8 20 -4 -7 -12 13 -11 15 -6 -17 -16 -19 -5 -3 -22 23 -23 -25 -24 28 -20 29 -13
right_child=-2 8 3 4 14 10 7 -9 -10 12 11 26 -14 -15 17 16 -18 18 27 -21 21 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=2.1123142915394492e-05 -0.0011344112153458786 0.0014310416956644448 -0.0020537636239287668 -0.0018352814812126793 -0.0015277686643755638 -0.0012692812768813732 -0.0026652573319734078 0.0079979667847159038 -0.0024273311084910694 -0.00075374406635471273 0.019907079588459886 -0.010212875944562258 0.006627492860344978 0.010744631595738567 -0.0012910826073078666 0.0035075347131394621 -0.0026756847232817342 0.00048503146009324098 -0.0068513547869384558 8.4680721130329776e-05 -0.0017302530911087926 0.0020885546239929513 0.00049986424848778713 0.0042889927355484166 0.026680363327264783 -0.0037113750412970225 0.0014881571214735508 -3.48346390474265e-05 0.0021707915822093554 0.013520343568698327
leaf_weight=1221773 7639 11567 8288 3286 1521 1246 160 352 1113 10711 46 20 203 81 16454 1952 377 7018 382 15605 2887 2150 2803 158 50 739 7033 395 235 185
leaf_count=1221773 7639 11567 8288 3286 1521 1246 160 352 1113 10711 46 20 203 81 16454 1952 377 7018 382 15605 2887 2150 2803 158 50 739 7033 395 235 185
internal_value=1.22457e-06 7.80266e-06 -2.88342e-06 -0.000391111 -0.000118527 0.000365205 -0.000119592 0.00466571 0.000653598 -0.0011865 0.0014384 0.0018871 -0.000532756 -0.000667442 -0.000603447 0.000912789 0.00250664 -0.000844179 9.91627e-05 -0.000249288 0.00082207 1.87841e-05 0.000874658 0.00275745 0.00967153 -0.000378765 0.00177617 -0.00338607 0.00637987 0.0112049
internal_weight=1.32643e+06 1.31879e+06 1.29732e+06 75550 56267 28168 19403 512 21467 19283 8765 7519 10995 10792 28099 3850 2329 24249 7795 18891 20354 8787 5900 2358 208 3542 7473 777 440 205
internal_count=1326429 1318790 1297323 75550 56267 28168 19403 512 21467 19283 8765 7519 10995 10792 28099 3850 2329 24249 7795 18891 20354 8787 5900 2358 208 3542 7473 777 440 205
cat_boundaries=0 1
cat_threshold=1988
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=31
num_cat=3
split_feature=102 77 38 76 85 16 5 32 8 24 72 136 53 33 85 22 136 98 41 109 82 63 136 90 123 32 56 20 79 37
split_gain=3.66528 8.46655 5.00343 7.44201 8.84503 8.93264 10.9308 8.52977 9.27227 8.23887 7.27018 6.86993 5.10434 7.16152 6.41199 8.44825 6.62554 5.96272 5.10875 7.03602 6.21535 5.69837 5.30253 5.34169 8.28183 6.84067 6.2841 5.87544 6.1848 5.10905
threshold=0.31957320868968969 0.79500001668930065 16.849999427795414 4.4249999523162851 0.7402896285057069 9.5450000762939471 5.6499998569488534 17.44999980926514 9.6500000953674334 205.50000000000003 0.54423257708549511 0 0.89499998092651378 16.650000572204593 0.8714255988597871 5.9849998950958261 1 -0.56414952874183644 8.9499998092651385 0.55153915286064159 312.30686950683599 0.40085899829864508 2 -0.69580471515655506 1.0000000180025095e-35 16.94999980926514 183.71875000000003 6.1849999427795419 4.4949998855590829 16.150000572204593
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 -1 12 9 5 6 -5 10 -9 -4 11 -6 13 14 16 -16 17 -3 22 21 -21 -20 29 -24 26 -26 27 28 -25 -14
right_child=-2 2 3 4 7 -7 -8 8 -10 -11 -12 -13 18 -15 15 -17 -18 -19 19 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0014567282831733275 4.8145622318505864e-05 0.0032079941623614217 0.00094062306548621424 0.01532129121460285 0.0033056174071024211 0.0024163717762376714 -0.0048702372507164809 0.00026878316914144215 -0.0040350610669004873 -0.00076264650001741741 0.00037908274476103235 -0.0013142571782050695 0.00058009709612593188 -0.0043836400193827457 -0.00094793739638669217 0.0022064496120894625 0.00084207502618536233 0.013233027034803821 -0.0028679481927061158 0.0039018250321952832 -0.0012965545198910043 -0.00078649221886241427 -8.8597785073357701e-05 -0.0033171473423110674 -0.001780181448235541 -0.010524754178218187 -0.00065314043977223401 0.0022394859826856636 0.00080028670770610735 0.0043705414816093795
leaf_weight=11863 1005238 1393 10870 317 5881 1174 85 7105 1519 20469 6956 931 6302 762 10523 2659 16128 166 5114 1217 1090 9210 140748 1291 9566 229 39480 4001 3107 1035
leaf_count=11863 1005238 1393 10870 317 5881 1174 85 7105 1519 20469 6956 931 6302 762 10523 2659 16128 166 5114 1217 1090 9210 140748 1291 9566 229 39480 4001 3107 1035
internal_value=1.16388e-06 -0.000145876 -9.56035e-05 0.000335359 0.00099857 0.0046191 0.0110519 0.000743749 -0.00048928 -0.000171864 0.00151609 0.00267714 -0.000189435 0.000404865 0.000523069 -0.000311652 0.00114518 0.0042482 -0.000273964 -0.00111689 0.00144572 -0.00152962 -0.000205832 -0.000254652 -0.000659936 -0.00198462 -0.000388934 0.000852987 -0.000408355 0.00111328
internal_weight=1.32643e+06 321191 309328 55307 23968 1576 402 22392 8624 31339 13768 6812 254021 31631 30869 13182 17687 1559 222390 16631 2307 14324 205759 198422 57674 9795 47879 8399 4398 7337
internal_count=1326429 321191 309328 55307 23968 1576 402 22392 8624 31339 13768 6812 254021 31631 30869 13182 17687 1559 222390 16631 2307 14324 205759 198422 57674 9795 47879 8399 4398 7337
cat_boundaries=0 1 2 3
cat_threshold=3361 20 32
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=31
num_cat=3
split_feature=100 76 52 35 111 64 25 10 72 85 4 32 112 41 136 14 136 118 37 123 122 103 58 28 39 108 17 136 43 65
split_gain=4.63264 6.43019 6.38095 11.0429 6.91878 6.39388 5.68995 5.5899 5.5755 5.54912 5.47844 7.07879 5.86179 6.59451 7.71401 5.56146 5.41902 5.39267 5.16328 5.10678 5.56686 5.0942 4.94369 5.18231 4.67243 5.08397 4.62037 4.55339 4.48109 4.45211
threshold=0.25212268531322485 0.67500001192092907 0.58499997854232799 16.44999980926514 -0.01792950369417667 0.82499998807907116 159.50000000000003 5.1499998569488534 0.36584670841693884 0.86517608165740978 4.5499999523162851 17.650000572204593 -0.43049471080303187 9.1500000953674334 0 0.90500000119209301 1 -0.39873388409614557 21.050000190734867 -0.38266885280609125 -0.33379416167736048 -0.099657960236072526 219.57086944580081 1014.4500122070314 21.050000190734867 1.0000000180025095e-35 11.775000095367433 2 21.050000190734867 1.2649999856948855
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 1 2 2
left_child=1 -1 3 4 6 7 -3 24 -6 -8 12 17 13 14 26 -15 -9 19 -5 20 -12 -2 23 -21 -4 -26 -7 -13 -14 -11
right_child=21 2 5 18 8 10 9 16 -10 29 11 27 28 15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0020204759345166662 0.00089695350608138462 -0.0067316188745873825 -0.00038447328936236418 -0.00109751160075988 0.0033174326559117315 0.0033576581626606032 0.0033085362898269584 -0.0011319856064899629 -0.00013014106937620935 -0.00022207396716908669 4.8620273289563396e-05 -0.0063004760579934973 0.0006186295111949607 -0.0028394260628931962 -0.00020647031483744715 -0.00064519688015314319 0.0022078448855142774 -0.00028000335117068869 -0.0090270308033834293 -0.0017852988549374158 -0.0035965188544775195 2.4827631822621252e-05 -0.0010004273092316183 -0.005009228858338227 0.0016890609361579316 0.012748061958179156 0.00051373845511883999 -0.0018156891834464521 0.013972860610570818 0.0027412400019563585
leaf_weight=4717 17021 184 9825 5673 1313 2400 5124 1474 10977 3088 9854 648 21771 3886 78770 11242 6823 76685 213 3406 1172 1028638 7925 1966 463 134 3527 4351 63 2150
leaf_count=4717 17021 184 9825 5673 1313 2400 5124 1474 10977 3088 9854 648 21771 3886 78770 11242 6823 76685 213 3406 1172 1028638 7925 1966 463 134 3527 4351 63 2150
internal_value=-9.33148e-06 -0.000190028 -0.000158643 0.000546637 0.00104438 -0.00024086 0.0019839 0.000647426 0.00023818 0.00213866 -0.000313896 -0.000576653 -8.49443e-05 -0.00024726 -7.55091e-05 -0.00120884 0.00161581 -0.000485757 -0.00138446 -0.00113445 -0.000338837 3.90239e-05 -0.00179418 -0.00296517 -0.000123506 0.00417132 0.00166251 -0.00241327 0.000657162 0.000994254
internal_weight=1.32548e+06 279824 275107 28722 22836 246385 10546 18719 12290 10362 227666 106007 121659 99825 84697 15128 8297 101008 5886 24323 11026 1.04566e+06 13297 5372 10422 597 5927 4999 21834 5238
internal_count=1325483 279824 275107 28722 22836 246385 10546 18719 12290 10362 227666 106007 121659 99825 84697 15128 8297 101008 5886 24323 11026 1045659 13297 5372 10422 597 5927 4999 21834 5238
cat_boundaries=0 1 2 3
cat_threshold=32 7296 273
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=31
num_cat=2
split_feature=100 79 72 20 33 123 43 66 103 43 136 67 14 39 122 33 58 17 52 72 122 79 60 85 109 23 67 115 136 79
split_gain=4.18146 5.82239 5.92918 5.47 5.34635 5.72647 4.68274 4.6138 4.59751 3.71295 18.2817 6.44384 6.11458 6.86528 5.50395 4.88625 5.17571 4.65681 6.00191 8.14959 5.80716 4.83077 6.03638 4.56778 4.36009 4.3329 5.70624 5.39376 5.24841 5.13736
threshold=0.25212268531322485 0.69499999284744274 0.39175382256507879 6.2850000858306894 18.250000000000004 -0.93038213253021229 21.250000000000004 0.63499999046325695 -0.099657960236072526 4.7500000000000009 0 3.8750000000000004 0.89499998092651378 17.94999980926514 -0.8703225553035735 10.84999990463257 268.00015258789068 7.4149999618530282 0.50499999523162853 0.70809945464134227 0.50751903653144848 8.5150003433227557 0.43028168380260473 0.90236666798591625 -0.29309427738189692 7.3849999904632577 7.4449999332427987 -0.44618082046508784 1 4.1349999904632577
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 1 2
left_child=1 -1 3 4 -3 -6 9 -7 -2 10 11 14 -11 -14 -4 16 -13 20 19 -19 -12 22 -21 -16 -17 27 -27 -20 -28 -29
right_child=8 2 6 -5 5 7 -8 -9 -10 12 17 15 13 -15 23 24 -18 18 25 21 -22 -23 -24 -25 -26 26 28 29 -30 -31
leaf_value=-0.0014275188457058769 0.00085210582287133349 0.0011619323594027149 0.0030842085496517856 -0.0008725533357444034 0.0028056409003799181 0.0015169772352344041 0.011584979373895165 -0.0041915396365160918 2.3586248815643444e-05 -0.0018007302262389808 -0.00070234509680809957 0.0080894297125135971 -0.00078513030038023012 0.0010907589911694369 0.00013923811257552052 0.0080801267288207641 0.038613970471279964 0.0024171747740378046 -0.00029819833651386756 -0.0031098281784507978 -0.0038411691650138513 0.0021174734152598399 0.00053088771748935391 0.0076034361246794012 0.002534242908564736 0.00063521470395053008 0.00026399688355898098 -0.0025202347086133378 -0.00074439917329988971 -0.00063196526387310583
leaf_weight=9058 17021 20126 2955 5449 632 478 84 1364 1028638 9267 21499 41 18890 6575 5433 499 21 5161 69829 2053 1582 1574 2556 213 1223 25996 24247 5717 27565 9737
leaf_count=9058 17021 20126 2955 5449 632 478 84 1364 1028638 9267 21499 41 18890 6575 5433 499 21 5161 69829 2053 1582 1574 2556 213 1223 25996 24247 5717 27565 9737
internal_value=-8.86764e-06 -0.00018054 -0.000138824 0.00054945 0.000892304 -0.00130112 -0.000218363 -0.00271018 3.70727e-05 -0.000222449 -0.000142504 0.00190128 -0.000700989 -0.00030078 0.00133587 0.00463785 0.0184284 -0.000250046 -0.000161746 0.000950319 -0.000917484 -0.000274078 -0.00109081 0.000420831 0.00414133 -0.000239097 3.07167e-05 -0.000485261 -0.000272582 -0.00133051
internal_weight=1.32548e+06 279824 270766 28049 22600 2474 242717 1842 1.04566e+06 242633 207901 10385 34732 25465 8601 1784 62 197516 174435 11344 23081 6183 4609 5646 1722 163091 77808 85283 51812 15454
internal_count=1325483 279824 270766 28049 22600 2474 242717 1842 1045659 242633 207901 10385 34732 25465 8601 1784 62 197516 174435 11344 23081 6183 4609 5646 1722 163091 77808 85283 51812 15454
cat_boundaries=0 1 2
cat_threshold=32 3472
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=31
num_cat=3
split_feature=61 22 67 83 136 34 31 35 30 41 109 53 136 123 33 96 11 29 86 68 92 60 39 92 20 28 36 136 107 39
split_gain=3.9352 3.93241 6.92347 8.90075 8.47722 7.3377 7.28933 7.13752 12.4036 9.58537 10.1454 9.56688 10.8721 9.26668 7.07058 6.98978 6.58681 6.08719 6.81652 5.68307 7.24524 7.15745 5.96896 5.6296 6.08368 5.60959 5.60369 6.64205 5.68595 5.48198
threshold=0.86188000440597545 7.6449999809265146 1.5649999976158144 297.60260009765631 0 15.550000190734865 1013.4500122070314 15.150000095367433 1011.4500122070314 10.84999990463257 0.55383452773094188 2.0149999856948857 1 -0.43049471080303187 6.6499998569488534 -0.76961553096771229 5.2500000000000009 1015.2500000000001 0.8781174123287202 281.11828613281256 0.037647413089871413 0.52643096446990978 13.949999809265138 0.43115603923797613 6.2049999237060556 1003.9500122070314 11.250000000000002 2 -0.83686551451683033 13.34999990463257
decision_type=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 1 2 2
left_child=1 2 3 -1 5 16 -6 9 -9 13 -11 12 -10 14 15 -4 -5 18 -16 -3 21 22 -21 24 -20 -25 27 -19 -29 -17
right_child=-2 19 7 4 6 -7 -8 8 11 10 -12 -13 -14 -15 17 29 -18 26 23 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=6.805531709880163e-06 -0.00052337513141663731 3.9749866101502437e-06 0.00074872690137485509 6.0504837479738711e-05 -0.0017015846408261937 -0.0018101230411630949 0.0005996424036087102 0.00062664779574796842 -0.0045413190964743617 -0.00019451582063271494 0.0032176519226158416 -0.00059396036260415692 -0.0013740101761409043 -0.00045589937919512832 -8.6468638100925824e-06 0.0075524903569111615 0.0022899368144792881 0.0044765005019805609 0.00050471594831246554 -0.00064914020395443394 0.00019749483023134203 0.0019150555351998663 0.0012163050111277179 0.020495217754796614 0.0022145834900133359 -0.00050004955061602112 -0.00045148705833865892 0.0012828567737134908 -0.00052316921901573283 -0.001114744407283885
leaf_weight=510469 36090 250835 2072 4307 4628 1545 13419 14107 3459 4338 4376 36152 12542 140037 37367 854 14356 1002 9762 7650 95040 14001 9758 32 11137 5495 62884 8091 9446 232
leaf_count=510469 36090 250835 2072 4307 4628 1545 13419 14107 3459 4338 4376 36152 12542 140037 37367 854 14356 1002 9762 7650 95040 14001 9758 32 11137 5495 62884 8091 9446 232
internal_value=-8.42444e-06 5.98899e-06 -5.01698e-05 6.19327e-05 0.000797542 0.00150056 9.50699e-06 -0.000219448 -0.000688698 -0.000114804 0.00151901 -0.00104449 -0.0020624 -0.000164168 0.000111172 0.00245173 0.00177543 6.0272e-05 0.000426 0.000141756 0.000415072 0.00107343 0.000396529 0.0010406 0.0014159 -0.000378492 -0.000226267 0.000537675 0.000309896 0.00570093
internal_weight=1.32548e+06 1.28939e+06 912109 548724 38255 20208 18047 363385 66260 297125 8714 52153 16001 288411 148374 3158 18663 145216 63793 377284 126449 31409 17408 26426 20899 5527 81423 18539 17537 1086
internal_count=1325483 1289393 912109 548724 38255 20208 18047 363385 66260 297125 8714 52153 16001 288411 148374 3158 18663 145216 63793 377284 126449 31409 17408 26426 20899 5527 81423 18539 17537 1086
cat_boundaries=0 1 2 3
cat_threshold=854 4802 256
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=31
num_cat=1
split_feature=77 71 39 61 64 67 64 69 64 31 23 72 17 12 79 36 67 52 136 38 82 30 42 38 36 52 34 17 22 83
split_gain=3.88451 3.76439 3.67774 3.63566 3.61737 8.57091 8.91459 5.31101 5.03045 6.58615 5.99099 5.78557 7.15995 5.92513 5.42169 6.88484 5.10753 5.02289 4.95508 7.51469 4.79954 7.4389 5.02528 5.29369 4.76011 4.72686 4.64816 5.53937 4.97023 4.58665
threshold=50.114999771118171 324.63789367675787 7.0499999523162851 0.88340315222740184 29.974999427795414 14.324999809265138 12.494999885559084 218.82076263427737 6.4649999141693124 1021.0499877929689 7.3450000286102304 0.4990572482347489 7.4149999618530282 1.4249999523162844 12.574999809265138 20.349999427795414 10.324999809265138 1.9750000238418581 0 13.84999990463257 314.94584655761724 1016.0499877929689 11.050000190734865 14.550000190734865 10.84999990463257 0.46500000357627874 12.650000095367433 6.0650000572204599 5.3250000476837167 280.84399414062506
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 -2 4 5 8 -7 -6 11 10 17 14 -13 16 20 24 -14 -10 19 -12 -1 -22 26 -24 -16 -15 -23 28 -28 -21
right_child=2 -3 -4 -5 7 6 -8 -9 9 -11 18 12 13 25 15 -17 -18 -19 -20 29 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.4795835917460245e-05 0.011870968374847012 0.0006635442315473636 -0.0010964399278033884 -0.00063865237580395195 -0.0018311945983108873 -0.0010793966049373604 -0.0001471313023213651 0.00042346859572118709 0.00092238476875819734 -0.00050249122794703829 0.00063195761648275888 -0.0009444054195383594 -0.00028794504017081666 0.0019814092871389874 -0.001024896972279812 -0.0067601081494906212 -0.0022650766622685633 -5.6048636128008196e-05 0.00045516990327126888 0.00050306684834845251 -0.0020385577371199947 -0.0014993638861841357 0.0094805149267298584 -0.0076050893776118764 0.0013404271071819564 0.0001533994568257446 0.0072945433085920899 0.00029716439618403755 -0.0060021612948427602 0.0033008582838530104
leaf_weight=706281 55 20985 9349 22706 2712 35733 90808 70752 17361 20956 10038 31665 103434 3766 2462 289 3373 53656 23454 1897 7008 2877 258 55 15634 57993 531 2883 81 6431
leaf_count=706281 55 20985 9349 22706 2712 35733 90808 70752 17361 20956 10038 31665 103434 3766 2462 289 3373 53656 23454 1897 7008 2877 258 55 15634 57993 531 2883 81 6431
internal_value=-8.00376e-06 -7.68293e-07 -0.0010206 -1.15325e-05 -3.41381e-07 -2.12102e-05 -0.000410387 0.000340235 2.47126e-05 0.00031154 0.000462721 -1.61737e-05 -0.000254556 -0.000124968 4.84717e-05 0.000896343 -0.000350384 0.000183142 0.00093749 0.00155234 2.68207e-05 -0.000900331 0.000292891 0.00647825 0.00101862 0.00026487 -1.09412e-05 0.00121429 0.00553469 0.00266356
internal_weight=1.32548e+06 1.31608e+06 9404 1.29509e+06 1.27239e+06 1.19892e+06 126541 73464 1.07238e+06 133793 112837 938590 200231 168566 738359 18385 106807 71017 41820 18366 719974 13693 6685 313 18096 61759 6372 3495 612 8328
internal_count=1325483 1316079 9404 1295094 1272388 1198924 126541 73464 1072383 133793 112837 938590 200231 168566 738359 18385 106807 71017 41820 18366 719974 13693 6685 313 18096 61759 6372 3495 612 8328
cat_boundaries=0 1
cat_threshold=852
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=31
num_cat=1
split_feature=77 71 66 56 107 55 25 39 62 134 16 95 110 52 10 85 64 63 123 94 22 32 136 124 52 112 98 9 64 67
split_gain=3.50577 3.39736 3.41977 3.62678 3.37679 4.04649 3.45034 3.31916 3.22096 3.41416 3.1771 3.8372 3.0791 4.61606 4.02623 4.04519 4.01131 3.92145 3.49089 3.23366 3.22195 3.85619 3.0684 4.29468 4.56024 4.23719 3.42769 3.13266 3.02815 7.54804
threshold=50.114999771118171 324.63789367675787 2.7549999952316289 327.92558288574224 0.1663530692458153 0.42499999701976782 73.500000000000014 7.0499999523162851 0.8875698745250703 1022.5499877929689 19.524999618530277 -0.50979650020599354 0.85373502969741832 1.544999957084656 1.7500000000000002 0.91406062245368969 7.3849999904632577 0.33000712096691137 -0.8703225553035735 0.28743173182010656 7.6250000000000009 11.650000095367433 0 -0.96359375119209278 5.7149999141693124 -0.66259482502937306 -0.85464587807655323 2.6499999761581425 29.974999427795414 14.324999809265138
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 4 3 -3 8 -6 -7 -2 9 10 28 -12 16 14 -14 18 -4 -15 -16 22 -20 -22 -18 -24 26 -26 27 -25 29 -1
right_child=7 2 12 -5 5 6 -8 -9 -10 -11 11 -13 13 17 15 -17 19 -19 20 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=3.7413279792370441e-05 0.011277419989716939 0.0014771583461727369 -0.00062103895647422239 0.0072391275610106569 -0.0060047270272276078 0.013120613287372346 -0.0009322855609148425 -0.001041617932318865 -0.00063142398941198332 -0.0017297057866219945 -0.0051857506162172259 -0.00076324287165846244 -0.009316013484600592 -0.0036298051363465563 0.019646326294501446 -0.0053140824820656785 0.00083965632363267094 -0.00048246378238029258 0.001656032071335405 0.00066640459662125652 0.00083276919851248913 0.03078730188842331 0.015976903406758006 0.029708159174770116 0.00045997239879191616 0.011699002939210812 0.0013881110645054765 0.005925420328664284 0.00032584215674673366 -0.00037433543678153255
leaf_weight=1063295 55 4219 2744 292 403 44 5981 9349 20215 2831 553 4338 88 1343 28 199 989 3762 2460 3289 22 21 77 20 119 284 984 45 73117 124317
leaf_count=1063295 55 4219 2744 292 403 44 5981 9349 20215 2831 553 4338 88 1343 28 199 989 3762 2460 3289 22 21 77 20 119 284 984 45 73117 124317
internal_value=-7.6034e-06 -7.29706e-07 0.000630367 0.00185013 -1.09557e-05 -0.00115411 -0.000829659 -0.000969569 -5.2535e-06 4.72563e-06 8.60529e-06 -0.00126327 0.000296364 -0.00041378 0.0012106 0.00154992 0.000954353 -0.00131045 0.00208961 0.00169878 0.00189321 0.0154617 0.00304726 0.00444067 0.00385948 0.00838028 0.0021227 0.0132432 1.35395e-05 -5.6878e-06
internal_weight=1.32548e+06 1.31608e+06 20985 4511 1.29509e+06 6428 6025 9404 1.28867e+06 1.26845e+06 1.26562e+06 4891 16474 7923 2818 2730 8551 5105 2531 5807 2503 43 2518 1529 1452 403 1049 65 1.26073e+06 1.18761e+06
internal_count=1325483 1316079 20985 4511 1295094 6428 6025 9404 1288666 1268451 1265620 4891 16474 7923 2818 2730 8551 5105 2531 5807 2503 43 2518 1529 1452 403 1049 65 1260729 1187612
cat_boundaries=0 1
cat_threshold=1047
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=31
num_cat=2
split_feature=16 95 133 53 63 136 82 17 6 1 108 63 30 85 18 14 136 65 39 36 77 95 3 123 105 39 12 109 26 108
split_gain=3.27828 3.15704 3.10251 3.50376 2.91087 2.78421 5.87158 3.69388 3.11264 3.80415 5.08723 2.95155 3.16005 6.19411 12.6415 7.08864 6.90884 6.75678 6.86416 6.12616 17.9838 5.41541 6.9483 5.36143 6.24895 5.15878 5.15613 5.08253 4.75596 4.75533
threshold=19.524999618530277 0.022653861902654174 1022.5499877929689 9.1750001907348651 0.54995334148406994 0 298.24253845214849 7.4149999618530282 10.34999990463257 316.50000000000006 0.66484528779983532 0.83543437719345104 1012.8500061035157 0.85765424370765697 8.0099999904632586 1.0349999666213991 1 2.4150000810623173 11.750000000000002 16.849999427795414 2.3649998903274541 -0.62873291969299305 118.50000000000001 -0.43049471080303187 -0.7858993113040923 12.750000000000002 1.044999957084656 0.94869574904441845 26.500000000000004 0.0085429446771740931
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=2 4 5 -4 -2 6 -1 8 -8 10 -10 12 13 19 16 -16 17 18 -15 21 -21 22 -7 -17 -25 -24 -22 -19 -26 -14
right_child=1 -3 3 -5 -6 11 7 -9 9 -11 -12 -13 29 14 15 23 -18 27 -20 20 26 -23 25 24 28 -27 -28 -29 -30 -31
leaf_value=-5.0526840768854833e-06 -0.0052628278001405123 -0.00058598977451341497 -0.0040907432450344059 -0.00054589566186606002 6.3166879412366724e-05 -0.0019836291170419293 -0.0060470320613447166 -0.00092806007905892041 0.0095573004614641546 -0.0039229119461642193 -0.0019620154911692265 -0.00034899724324426856 -0.00035661180122218469 0.01018339080023177 -0.0017872790584579495 0.0017747304821772805 -0.0012955952753367008 -0.00084835856121143974 0.0015315138375195866 5.1508812573325523e-05 0.00067392659863734004 2.1879906911274921e-05 -0.0014656344564310936 0.0016593018278518324 0.010971372988761257 0.00067335061357379124 0.0029513046777230219 0.021319964616738546 -0.00026567920373435789 2.8168957492018769e-05
leaf_weight=30773 794 3928 934 2748 379 8042 674 11310 146 752 279 51491 88973 243 2027 21938 10618 4655 4051 42198 3565 172186 4391 8300 95 7873 8207 26 10669 823346
leaf_count=30773 794 3928 934 2748 379 8042 674 11310 146 752 279 51491 88973 243 2027 21938 10618 4655 4051 42198 3565 172186 4391 8300 95 7873 8207 26 10669 823346
internal_value=-6.25736e-07 -0.00126573 4.26126e-06 -0.0014451 -0.00354198 8.31385e-06 -0.000382979 -0.00126693 -0.00333753 -0.00178595 0.00199521 2.18222e-05 3.74551e-05 0.000175628 0.000619679 0.00109905 -0.000433096 0.000588084 0.00202113 6.28017e-05 0.000533583 -6.91937e-05 -0.000841459 0.00124174 0.000628407 -9.24912e-05 0.00226163 -0.000725228 -0.000166504 -9.3564e-06
internal_weight=1.32561e+06 5101 1.32051e+06 3682 1173 1.31683e+06 43934 13161 1851 1177 425 1.27289e+06 1.2214e+06 309084 62622 43029 19593 8975 4294 246462 53970 192492 20306 41002 19064 12264 11772 4681 10764 912319
internal_count=1325611 5101 1320510 3682 1173 1316828 43934 13161 1851 1177 425 1272894 1221403 309084 62622 43029 19593 8975 4294 246462 53970 192492 20306 41002 19064 12264 11772 4681 10764 912319
cat_boundaries=0 1 2
cat_threshold=4096 803
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=31
num_cat=0
split_feature=16 80 62 91 54 123 76 107 57 29 75 94 67 21 33 90 38 97 59 38 113 13 67 81 40 23 104 89 87 62
split_gain=2.95864 3.14436 5.68426 2.97849 7.13788 4.93408 4.82898 5.41815 5.00912 4.84251 3.82078 3.57257 3.36061 3.71404 3.33752 3.25501 3.63671 4.83179 3.21577 3.15075 3.14597 3.14546 3.20902 3.10944 3.07445 3.2271 3.39182 3.0658 3.28088 3.53359
threshold=19.524999618530277 240.61576080322268 0.4406768679618836 1.0000000180025095e-35 3.0849999189376835 -0.46173103153705591 6.9749999046325692 -0.66957592964172352 146.66658782958987 1017.7500000000001 0.69384336471557628 0.53122344613075267 4.9649999141693124 5.8550000190734872 15.550000190734865 0.36420729756355291 16.550000190734867 -0.3436367660760879 146.58257293701175 16.050000190734867 -0.92384436726570118 0.70499998331069957 2.054999947547913 79.336238861083999 0.35000000894069677 7.2449998855590829 -0.99082130193710316 0.15224836766719821 0.58769220113754284 0.34381058812141424
decision_type=2 2 2 2 2 2 2 2 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 6 20 10 15 9 23 21 18 -10 -14 -15 -8 17 19 -11 -17 -6 24 -23 -9 25 -5 -27 -7 -29 -30
right_child=1 2 -4 4 5 27 7 8 12 11 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-9.6051078584763841e-06 8.3185019044155973e-07 -0.0057508018573159299 -0.00072318265002573132 -0.0013316018413835275 -0.0013613854300206592 -0.00011375946526065579 0.00096865737545064447 0.0017069011707516277 0.0010211662002137499 0.016314906566572796 -0.0029391998455404484 -0.0035191247547460298 -0.0060315345591560564 4.8632682262425779e-05 -0.0098382024386140347 0.0040002786063481699 -0.0032747544703905828 0.022758330696095258 -0.0055759136848475624 0.022448090758795541 0.0023456826521101246 0.00068173910700615925 -0.0013308708571372989 -0.0077994886735383798 -0.004867572700207456 0.023366627123739041 0.00016351166284746593 -0.011047307837288828 -0.0034670363758876293 0.0049914890826654769
leaf_weight=1278256 2630 865 1606 842 617 6151 8356 102 2793 62 1815 101 394 1377 91 650 136 39 23 24 7902 5361 3141 549 731 28 36 40 148 745
leaf_count=1278256 2630 865 1606 842 617 6151 8356 102 2793 62 1815 101 394 1377 91 650 136 39 23 24 7902 5361 3141 549 731 28 36 40 148 745
internal_value=-5.94938e-07 -0.00120245 -0.00248315 4.0477e-06 0.000417069 0.00126639 -8.01735e-05 0.000526819 -0.000716057 -0.00427714 -0.000826448 0.00283788 -7.57501e-05 -0.00172112 -0.000564243 0.00126836 0.00421807 0.00564728 0.0103915 0.00465717 0.00207719 -0.000448241 -6.18045e-05 -0.00631001 -0.00245525 -0.000508893 0.0103149 0.000291348 0.00296211 0.00358963
internal_weight=1.32561e+06 5101 2471 1.32051e+06 42254 15603 26651 14697 5492 837 11954 186 4655 1862 1468 9205 849 713 85 674 8519 10139 8502 651 1637 906 64 7084 933 893
internal_count=1325611 5101 2471 1320510 42254 15603 26651 14697 5492 837 11954 186 4655 1862 1468 9205 849 713 85 674 8519 10139 8502 651 1637 906 64 7084 933 893
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=31
num_cat=0
split_feature=78 69 33 37 121 28 60 38 126 11 34 23 53 67 73 29 91 14 30 39 120 8 81 70 35 39 19 120 29 35
split_gain=2.75326 3.16557 3.93855 7.69764 5.62363 5.01261 4.2665 4.20052 3.85522 3.73365 3.49879 4.00402 3.95617 3.72408 3.45262 3.29916 3.62615 3.35151 3.2369 3.09628 3.98868 3.08469 3.08307 4.49264 4.43656 4.75755 5.11054 4.58088 4.0423 4.7895
threshold=50.114999771118171 321.37429809570318 12.650000095367433 13.550000190734865 0.21643137186765674 1017.0499877929689 0.34513381123542791 9.3499999046325701 0.96359375119209301 12.84999990463257 11.34999990463257 8.2650003433227557 0.58499997854232799 8.1149997711181658 0.8768616020679475 1021.1499938964845 -0.93745774030685414 1.2150000333786013 1016.3500061035157 11.050000190734865 -0.38266885280609125 9.2500000000000018 316.94610595703131 317.49688720703131 11.250000000000002 19.050000190734867 6.4600000381469735 -0.89490029215812672 1018.0499877929689 2.6499999761581425
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 5 8 9 14 -3 10 18 12 13 -12 -8 16 17 -14 -7 20 -2 -20 23 -1 28 -26 -27 -28 29 -24
right_child=19 2 3 -5 -6 6 7 -9 -10 -11 11 -13 15 -15 -16 -17 -18 -19 21 -21 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=2.7255249156242009e-06 0.0022102592147492553 0.00013381902951125068 0.0027420344459766349 0.00031284846022164065 -0.0024908739406738901 0.018925697449178967 0.0041269429049976365 0.00015681165048940559 -0.0024500328457035671 -0.00076975969092745811 0.01791143135865661 0.028326378034597095 -0.00294267357327044 0.00059356265978532897 0.019662812073842031 -0.003403647208508 0.0036811017568277962 0.020194090846214548 -0.0014284876405423696 -0.0015211414363920002 -0.0012831278686064474 0.0054016962656119874 0.0025600670521645046 0.00086606971956264169 -1.8293695283446796e-05 -0.0081326716938125553 0.0096073380650745499 -0.0019912467195775611 -0.00024918339607269259 -0.0019911993293538085
leaf_weight=1189260 1564 5519 4781 10259 2049 28 191 3987 1955 400 119 22 20 42 44 107 272 72 376 6093 1711 295 618 15262 59899 335 90 1573 9726 8942
leaf_count=1189260 1564 5519 4781 10259 2049 28 191 3987 1955 400 119 22 20 42 44 107 272 72 376 6093 1711 295 618 15262 59899 335 90 1573 9726 8942
internal_value=-5.65191e-07 5.51393e-06 0.000508642 0.00108505 -5.07346e-05 0.000321029 0.00140063 0.000539701 -0.000542048 0.00347414 0.0047288 0.00735743 0.0066275 0.0133937 0.00703579 0.00431463 0.00658346 0.0151644 0.0022694 -0.000854708 0.000385164 0.00157435 -6.43633e-06 1.36646e-05 -0.000304676 -9.83536e-05 -0.00249851 -0.00136354 -0.000966854 -0.00169699
internal_weight=1.32561e+06 1.31624e+06 30538 15040 15498 13449 5975 4222 7474 1753 1353 654 632 161 235 471 364 92 699 9368 3275 671 1.2857e+06 1.20452e+06 81183 61897 1998 1663 19286 9560
internal_count=1325611 1316243 30538 15040 15498 13449 5975 4222 7474 1753 1353 654 632 161 235 471 364 92 699 9368 3275 671 1285705 1204522 81183 61897 1998 1663 19286 9560
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=31
num_cat=3
split_feature=67 65 39 55 59 52 56 84 19 19 32 79 75 69 19 120 21 136 9 76 35 66 58 34 55 29 39 136 22 136
split_gain=2.74461 9.92889 4.6948 4.29078 6.53205 5.88063 6.23684 9.94396 5.82939 8.08291 7.80406 5.34703 6.37412 5.83201 5.25066 5.08165 5.06222 5.00139 12.1202 5.41922 7.51266 8.51392 7.27802 5.08429 7.49433 6.45535 6.19691 6.17367 5.09897 5.01376
threshold=10.324999809265138 10.944999694824221 6.7500000000000009 3.185000061988831 179.99937438964847 0.66500002145767223 221.43595886230472 0.85393527150154125 7.4149999618530282 9.5450000762939471 17.349999427795414 1.5349999666213991 0.68494167923927318 336.91096496582037 5.7200000286102304 -0.25037047266960138 6.8350000381469735 0 1.0000000180025095e-35 3.0849999189376835 11.650000095367433 1.1950000524520876 217.32395935058597 14.550000190734865 1.7450000047683718 1022.8500061035157 7.7500000000000009 1 4.8150000572204599 2
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 1 2 1
left_child=3 -2 -3 5 -5 6 -1 11 -6 10 15 -8 13 16 -9 -10 -13 18 -7 -20 22 -22 29 25 27 -19 -27 28 -25 -21
right_child=1 2 -4 4 8 17 7 14 9 -11 -12 12 -14 -15 -16 -17 -18 23 19 20 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=2.087350951181787e-05 -0.00074560137987657522 0.02211952591314912 4.0720026234614568e-06 0.001328672721980899 -0.00089752179411564193 0.0067869278577262302 -0.00069942038395762272 -0.0019670364833754782 0.001472566748539207 0.00011005092260150191 0.0049584040808307054 0.0026631180142100675 0.00048007011823882837 0.015213757896396733 0.00036673675337810951 -0.00016926356493572917 0.0094633443736095446 -0.00016424553353478364 -0.00068331434773940159 0.00088071693091187626 0.0020018412143758511 0.00018814376737499549 9.6323740848691685e-05 -0.0048579927166112601 -0.00025257809754062439 0.015503102278679001 -0.0023820745381848188 -0.0038450327569497194 -0.00099133053320441086 -0.0042297924900370001
leaf_weight=656899 54435 24 226602 13152 11850 666 1778 2798 13705 138858 1261 6887 3415 98 17385 7183 285 73062 19578 615 8517 26929 4631 931 14421 49 4175 3093 10126 2203
leaf_count=656899 54435 24 226602 13152 11850 666 1778 2798 13705 138858 1261 6887 3415 98 17385 7183 285 73062 19578 615 8517 26929 4631 931 14421 49 4175 3093 10126 2203
internal_value=-5.36931e-07 -0.000139234 6.41406e-06 3.67828e-05 0.000254497 -1.03866e-05 5.4396e-05 0.000728932 0.000172768 0.00025154 0.00113857 0.00183943 0.00226189 0.00309889 4.32022e-05 0.000907971 0.00293334 -0.000274716 7.7505e-05 5.9909e-06 0.000320601 0.000623941 -0.00112284 -0.000484761 -0.00105473 -0.00027412 -0.0021746 -0.00187224 -0.00131571 -0.00312636
internal_weight=1.32561e+06 281061 226626 1.04455e+06 186009 858541 689545 32646 172857 161007 22149 12463 10685 7270 20183 20888 7172 168996 63139 62473 42895 35446 7449 105857 28571 77286 4224 14150 11057 2818
internal_count=1325611 281061 226626 1044550 186009 858541 689545 32646 172857 161007 22149 12463 10685 7270 20183 20888 7172 168996 63139 62473 42895 35446 7449 105857 28571 77286 4224 14150 11057 2818
cat_boundaries=0 1 2 3
cat_threshold=562 3329 2
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=31
num_cat=1
split_feature=133 53 16 80 62 25 28 76 95 95 94 85 24 127 106 66 87 72 30 136 76 36 85 84 80 37 73 35 23 124
split_gain=2.71526 3.18227 2.70032 2.86199 5.02962 2.57986 4.11091 3.05732 4.49889 2.95763 3.27265 2.91368 3.62151 3.27778 3.23563 4.58813 3.47029 3.16146 2.71535 6.6478 8.49482 10.2959 8.91925 7.75807 7.44644 7.36583 6.569 6.39919 6.63557 6.25108
threshold=1022.5499877929689 9.1750001907348651 19.524999618530277 240.61576080322268 0.4406768679618836 346.50000000000006 1013.9500122070314 52.854999542236335 -0.37893074750900263 -0.97493273019790638 -0.034357514232397073 0.91592475771904003 340.50000000000006 0.8038262426853181 -0.21595011651515958 0.63499999046325695 0.87571212649345409 0.91754439473152172 1012.8500061035157 0 3.4450000524520878 16.849999427795414 0.85249063372612011 0.85932943224906932 296.34580993652349 20.650000572204593 0.46185234189033514 15.050000190734865 4.7449998855590829 -0.0087262028828264185
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=2 -2 5 -4 -5 7 9 18 -9 10 -7 12 -8 14 15 -14 -17 -15 19 24 -21 22 29 25 -1 -23 -26 -24 -29 -22
right_child=1 -3 3 4 -6 6 11 8 -10 -11 -12 -13 13 17 -16 16 -18 -19 -20 20 21 23 27 -25 26 -27 -28 28 -30 -31
leaf_value=-1.087570641126797e-05 -0.0038687800294112118 -0.00049926947101961469 -2.9187260402179125e-07 -0.0054433813584228909 -0.00070369521373862549 -0.00067282522718111674 0.00054039998422257573 -0.0042083493006426454 -0.00053099660084000052 -0.0015910085344462014 0.024098560633137825 -0.0040071181174921094 0.033216479558335697 0.002570195489837405 -0.0013956654143320131 0.0067378561097580537 0.028937047356739645 0.013983969264303134 -3.2920005482351874e-05 4.9338932069552715e-06 0.00077404408637335258 0.0032781632948228508 0.0010756116377909593 0.00062400680378873466 -0.0045390100928811277 -0.00056030207248035358 -0.00099916076830648139 -0.0061241033560314974 -0.00011591333883032498 -0.0005460517132776264
leaf_weight=35787 938 2770 2624 865 1586 30 1562 967 5945 1384 24 191 23 1640 56 147 20 63 976650 167806 12608 7808 40209 9351 1459 1488 12885 491 7174 31060
leaf_count=35787 938 2770 2624 865 1586 30 1562 967 5945 1384 24 191 23 1640 56 147 20 63 976650 167806 12608 7808 40209 9351 1459 1488 12885 491 7174 31060
internal_value=-5.12798e-07 -0.00135164 3.27719e-06 -0.00114785 -0.00237641 7.71359e-06 0.0011257 3.33262e-06 -0.00104546 -0.0011431 0.0103367 0.00200699 0.00233416 0.00377175 0.00916678 0.0122799 0.00939644 0.00299243 8.88859e-06 0.00013333 0.000228898 0.000569992 0.000351855 0.00164087 -0.000396598 0.00266374 -0.00135922 0.000823219 -0.000500782 -0.000164908
internal_weight=1.32561e+06 3708 1.3219e+06 5075 2451 1.31683e+06 5140 1.31169e+06 6912 1438 54 3702 3511 1949 246 190 167 1703 1.30478e+06 328126 277995 110189 91542 18647 50131 9296 14344 47874 7665 43668
internal_count=1325611 3708 1321903 5075 2451 1316828 5140 1311688 6912 1438 54 3702 3511 1949 246 190 167 1703 1304776 328126 277995 110189 91542 18647 50131 9296 14344 47874 7665 43668
cat_boundaries=0 1
cat_threshold=4240
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=31
num_cat=4
split_feature=85 136 30 121 92 19 22 19 4 89 60 35 136 52 6 31 41 54 53 110 53 11 67 23 69 136 35 136 79 67
split_gain=2.97674 3.87753 3.13574 3.06061 4.51466 6.65354 8.6647 7.67303 6.90168 6.14653 5.69818 5.2996 9.23385 7.2723 5.47879 6.3916 5.37727 5.01365 5.8776 4.69067 4.69668 4.6556 4.35901 11.6709 5.61889 4.59196 4.4129 4.19756 4.17884 5.20896
threshold=0.91592475771904003 0 1027.2500000000002 -0.55191597342491139 -0.23312067240476606 10.405000209808351 7.7850000858306894 14.039999961853029 8.9499998092651385 -0.86170479655265797 0.75967147946357738 15.150000095367433 1 1.735000014305115 6.3500001430511483 1017.8500061035157 12.050000190734865 0.61500000953674328 2.5749999284744267 -0.20786622911691663 2.0149999856948857 8.1500000953674334 1.7050000429153445 5.7650001049041757 336.91096496582037 2 10.650000095367433 3 4.4349999427795419 8.1149997711181658
decision_type=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 1 2 1 2 2
left_child=3 2 -2 4 5 6 11 9 28 -7 -11 14 13 -13 15 17 -16 -1 -19 -14 21 -21 -5 24 -24 -25 -27 -17 -9 -30
right_child=1 -3 -4 22 -6 7 -8 8 -10 10 -12 12 19 -15 16 27 -18 18 -20 20 -22 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=0.0025140164858359756 0.00031099365809326973 -0.0012401767103164521 0.017086070053379185 5.3933847784195582e-05 1.9866470606416123e-05 0.00048010528710523497 0.0032372957304241338 0.00035957818655536826 -0.0021485490316773231 -0.0011410978262927946 0.0025759290291932136 -0.008137768493352477 0.0030724859618960799 -0.001095809390791436 0.0013401232691447472 0.0015196188146725563 0.0079953595866636661 -0.00041484975248794355 0.0013758868871920288 -0.00019712924715124884 0.00092197966641938069 -0.0031075728122990564 -0.0011305591052026482 -0.00046269416865074456 0.0045303744183305154 -0.00040271992053882003 0.0001207061209126435 -0.0022885734820666686 0.0021669613908550955 -0.0017220437842335125
leaf_weight=3229 5495 10523 28 385655 458922 10639 3212 14818 2057 22319 1081 614 1273 910 20826 926 308 10332 8234 4998 5930 1895 34408 65781 444 51207 188487 3235 7791 968
leaf_count=3229 5495 10523 28 385655 458922 10639 3212 14818 2057 22319 1081 614 1273 910 20826 926 308 10332 8234 4998 5930 1895 34408 65781 444 51207 188487 3235 7791 968
internal_value=-8.84009e-07 -0.000677768 0.000395323 7.40388e-06 9.25608e-05 0.000358185 0.00070443 -2.43196e-05 0.000629029 -0.000516341 -0.000969384 0.000574697 -0.000223384 -0.00390729 0.000839425 0.000352771 0.00143711 0.000695599 0.00037934 0.000177549 -0.000109706 -0.000997258 -6.11594e-05 -0.000191582 -0.00105844 -9.26808e-05 8.88369e-06 -0.00144294 0.000871361 0.00173717
internal_weight=1.32654e+06 16046 5523 1.3105e+06 584517 125595 65922 59673 25634 34039 23400 62710 15620 1524 47090 25956 21134 21795 18566 14096 12823 6893 725982 340327 34852 305475 239694 4161 23577 8759
internal_count=1326545 16046 5523 1310499 584517 125595 65922 59673 25634 34039 23400 62710 15620 1524 47090 25956 21134 21795 18566 14096 12823 6893 725982 340327 34852 305475 239694 4161 23577 8759
cat_boundaries=0 1 2 3 4
cat_threshold=870 576 4099 1152
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=31
num_cat=0
split_feature=105 22 67 25 78 5 67 114 53 27 31 86 79 0 79 85 68 102 52 64 73 78 84 103 8 42 7 111 79 67
split_gain=2.76442 4.47387 3.42468 3.20118 6.73901 4.53616 5.68467 4.0647 3.76655 3.55088 3.50563 3.14331 3.2961 3.09117 4.20608 3.2927 3.09056 3.0788 5.51569 8.91169 6.57244 5.72801 5.09627 4.77161 4.17754 4.0702 4.2477 4.0024 4.76682 4.40484
threshold=0.17472042143344882 4.0250000953674325 0.91500002145767223 174.50000000000003 1.4650000333786013 3.7500000000000004 3.9450000524520878 -0.98321744799613942 0.30500000715255743 152.50000000000003 1013.3500061035157 0.73071822524070751 2.0049999952316289 166.50000000000003 5.7349998950958261 0.87371677160263073 164.27188110351565 0.15415468811988833 0.66500002145767223 1.3450000286102297 0.56512656807899486 0.53499999642372142 0.85332497954368602 -0.51849395036697377 11.650000095367433 17.550000190734867 6.7500000000000009 -0.20656935870647428 3.1250000000000004 0.79500001668930065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 4 -1 7 13 -6 -8 -9 16 12 -3 -7 -15 -16 -10 18 19 20 21 -5 27 -19 -20 26 -24 29 -29 -23
right_child=1 2 -4 17 5 6 8 9 10 -11 -12 -13 -14 14 15 -17 -18 23 24 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.9283320416409824e-05 -0.0081162757107636589 0.0042599533994931178 -0.0010990821515744935 -0.0058986953512949088 -0.0025771431750554134 -0.00081053195808536622 0.0047615947185995731 0.0085433386764759128 0.010215447809587429 0.0025746849624763944 -0.0031737714683059701 -0.00010064971308900952 0.01877269563981547 0.0010333678548664169 0.0062772298739266832 5.2798985098471822e-05 -0.0001472346538982227 0.0016695100293358117 -0.00020863220421983117 0.0016634447061734858 -0.0012375751023919765 0.0066436682903425123 0.00062040459425526096 1.9752937861730168e-05 -0.0010398123402611491 -0.01545111307512141 -0.0027182809387448371 -0.00057517119446843287 0.0023770330939371486 0.00067057318659499287
leaf_weight=20934 214 158 6158 330 365 917 235 263 81 4744 1617 304 52 1895 912 277 644 4401 167790 10030 8318 749 3308 1067781 16614 45 1338 2447 3099 525
leaf_count=20934 214 158 6158 330 365 917 235 263 81 4744 1617 304 52 1895 912 277 644 4401 167790 10030 8318 749 3308 1067781 16614 45 1338 2447 3099 525
internal_value=-8.4074e-07 -0.00100005 -0.000771806 4.37317e-06 0.000491513 0.00143888 0.000558536 0.00251686 -0.00127295 0.0028882 -0.00187846 0.00314913 0.00785358 0.00173817 0.00249601 0.00482713 0.00101053 -8.07585e-06 -0.000180952 0.00044555 -0.000160407 0.000596276 0.000782476 2.65247e-05 -0.000283518 -0.00048605 -0.000341102 0.00165501 0.00107446 0.00418223
internal_weight=1.32654e+06 6886 6672 1.31966e+06 32884 11950 6578 5372 2577 5007 2342 514 210 4001 3084 1189 725 1.28678e+06 214593 30189 20159 11841 11511 1.07218e+06 184404 4691 4646 6820 5546 1274
internal_count=1326545 6886 6672 1319659 32884 11950 6578 5372 2577 5007 2342 514 210 4001 3084 1189 725 1286775 214593 30189 20159 11841 11511 1072182 184404 4691 4646 6820 5546 1274
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=31
num_cat=4
split_feature=85 136 30 31 122 92 123 52 136 56 43 93 136 35 19 27 17 37 34 60 103 21 92 31 39 121 136 134 127 71
split_gain=2.68989 3.51102 2.83573 2.84539 2.71592 4.78516 6.21263 5.96237 7.47496 8.65367 6.94285 6.112 6.01197 6.03474 5.96213 5.32475 5.18552 4.85516 4.33869 4.6171 4.33844 4.26737 4.212 7.51016 6.05757 5.71653 5.53315 5.09646 4.80596 5.68693
threshold=0.91592475771904003 0 1027.549987792969 1013.4500122070314 -0.53727915883064259 -0.18926937133073804 -0.46173103153705591 2.0949999094009404 1 173.89295959472659 10.949999809265138 -0.56151577830314625 2 14.750000000000002 10.405000209808351 269.50000000000006 5.1300001144409189 11.949999809265138 9.6500000953674334 0.50029560923576366 -0.73790371417999256 7.3750000000000009 -0.58372008800506581 1023.2500000000001 20.750000000000004 0.35019405186176306 3 1018.9500122070314 -0.95878320932388295 290.96324157714849
decision_type=2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=4 2 3 -2 5 6 7 11 10 -10 14 12 16 -14 -9 -16 -1 -11 19 -19 -12 -20 23 24 25 27 -27 28 29 -6
right_child=1 -3 -4 -5 22 -7 -8 8 9 17 20 -13 13 -15 15 -17 -18 18 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0057115045135051916 0.0016902983066963266 -0.0011794133746927692 0.019170717360975687 -0.00062674305799961414 -0.00019620154141517746 1.0021024062009646e-05 -0.00029478121837897347 0.00084309857012494966 0.0035894785208210609 -0.00022533438326240415 -0.0070157193940279909 0.00075183680463108927 -0.00054145493914142708 -0.0030132238990017678 -1.9308734323441503e-05 -0.0021343023697263084 0.00014190301317297026 0.0069827200647554549 0.00080420953585898843 -0.00051501797067590889 0.0054635551826450373 0.0021442307180625387 -8.5402434357137135e-06 -0.0035974740081530358 0.0022722935004139393 -0.00037758861359619994 -0.0020864872115086051 -0.004066227456494812 -0.00023556565463363341 0.0030183930197969517
leaf_weight=438 2223 10523 20 3280 2973 467035 29180 10747 3547 6602 76 16433 8086 3555 8704 4522 9112 646 22202 301 833 8112 605955 1753 2244 10798 8450 831 74803 2561
leaf_count=438 2223 10523 20 3280 2973 467035 29180 10747 3547 6602 76 16433 8086 3555 8704 4522 9112 646 22202 301 833 8112 605955 1753 2244 10798 8450 831 74803 2561
internal_value=-7.98703e-07 -0.000644243 0.000376872 0.000309252 7.07976e-06 8.53918e-05 0.000349869 0.000530889 0.000816214 0.00122765 0.00013094 2.8157e-05 -0.000533036 -0.00129519 -3.16439e-05 -0.00074243 0.000396931 0.00100671 0.00126691 0.0045996 0.00442018 0.0011628 -5.90796e-05 -0.000352382 -0.000296969 -0.000354385 -0.00112909 -0.000170674 -0.000130379 0.00129143
internal_weight=1.32654e+06 16046 5523 5503 1.3105e+06 600131 133096 103916 66292 41410 24882 37624 21191 11641 23973 13226 9550 37863 31261 947 909 30314 710368 104413 102660 100416 19248 81168 80337 5534
internal_count=1326545 16046 5523 5503 1310499 600131 133096 103916 66292 41410 24882 37624 21191 11641 23973 13226 9550 37863 31261 947 909 30314 710368 104413 102660 100416 19248 81168 80337 5534
cat_boundaries=0 1 2 3 4
cat_threshold=870 7428 421 420
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=31
num_cat=5
split_feature=16 56 62 22 95 71 73 35 136 41 28 19 136 37 122 29 43 12 14 136 61 136 136 8 33 82 69 39 22 23
split_gain=2.55592 4.46625 5.08469 2.69362 6.11605 7.66155 6.06934 9.08579 7.65518 8.92378 6.26409 6.7064 6.05076 6.10498 5.93045 5.57222 5.45041 5.41514 6.17651 5.38456 5.62836 5.32157 5.11809 9.4146 7.93768 5.47493 5.24537 5.09544 4.98072 4.90692
threshold=18.219999313354496 215.80698394775393 0.46506376564502722 7.6449999809265146 -0.32768774032592768 317.46450805664068 0.57177037000656139 15.250000000000002 0 8.0500001907348651 1013.6499938964845 11.775000095367433 1 13.34999990463257 0.18222858756780627 1020.0499877929689 11.250000000000002 1.075000047683716 1.7050000429153445 2 0.40103544294834143 3 4 1.0000000180025095e-35 12.84999990463257 324.38383483886724 343.69076538085943 18.44999980926514 5.6250000000000009 5.6250000000000009
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 12 -1 14 9 17 28 -12 13 -5 16 -14 22 -9 27 -16 -21 -7 -8 24 -24 -26 -25 -19 -10 -28
right_child=1 2 -4 4 -6 21 7 8 10 -11 11 -13 15 -15 19 -17 -18 18 -20 20 -22 -23 23 26 25 -27 29 -29 -30 -31
leaf_value=5.5589241303959798e-05 0.00012774693906659663 -0.0029554644194656086 -0.00055980113076170047 -0.0020526620173233127 4.9438105198907409e-05 -7.2113938736053117e-05 -0.00033725293244642488 0.00047951085079302045 -0.0020022377074790762 -0.00059035882784681413 -0.0024586857134228802 -0.00060274688321889053 0.001402981276428769 0.0003078477974074815 -0.00012955904895766129 -0.0012754530933875477 0.001707314464002711 0.0093837555562037295 0.00077075796201825147 -0.002881073009968598 -0.00080933219812732722 0.0057059880135279647 0.00030895266345334655 9.9300463923987511e-05 0.0068817310451383508 0.022866293081571745 0.03311691062524915 -0.0010645337512535746 -4.42050596733358e-05 0.0060312643234033646
leaf_weight=589562 12098 3168 7362 3312 355744 596 89887 1143 4178 5311 12634 7918 18912 15836 20032 2164 4532 727 510 4390 12946 1232 588 136273 582 59 20 139 14588 102
leaf_count=589562 12098 3168 7362 3312 355744 596 89887 1143 4178 5311 12634 7918 18912 15836 20032 2164 4532 727 510 4390 12946 1232 588 136273 582 59 20 139 14588 102
internal_value=-7.60141e-07 -0.000527607 -0.00128055 8.38268e-06 0.000116844 0.000687075 -3.9233e-05 -0.000215831 -0.000856155 0.000571402 -0.0011403 -0.00174365 0.000543202 -0.000100394 -0.000103771 0.00112744 -9.63199e-06 0.0030231 0.00513598 -0.000688347 -0.00133319 0.00385292 -4.38334e-05 0.000147823 0.00450443 0.00835301 0.000108578 0.00770672 -0.000480135 0.0104715
internal_weight=1.32654e+06 22628 10530 1.30392e+06 397796 42052 906121 316559 47148 7830 39318 20552 40224 19148 269411 21076 232043 2519 1376 37368 17336 1828 227511 137624 1229 641 136395 866 18766 122
internal_count=1326545 22628 10530 1303917 397796 42052 906121 316559 47148 7830 39318 20552 40224 19148 269411 21076 232043 2519 1376 37368 17336 1828 227511 137624 1229 641 136395 866 18766 122
cat_boundaries=0 1 2 3 4 5
cat_threshold=48 1330 2468 1170 5393
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=31
num_cat=4
split_feature=60 22 60 56 52 123 113 35 136 22 88 64 55 136 38 136 55 66 0 111 13 31 56 52 95 36 80 136 19 23
split_gain=2.70086 3.05255 5.77508 8.06267 5.67507 5.65819 7.5688 6.51597 10.7246 6.89091 6.33804 6.14523 5.78154 5.2014 4.98193 6.04508 5.4864 4.97161 4.92769 7.00994 4.86904 4.82653 6.14244 4.67674 4.34982 4.0816 11.3451 9.93067 6.83329 5.36299
threshold=0.88729369640350353 7.6449999809265146 0.30558481812477117 207.44412231445315 0.10500000044703485 0.13052122294902804 0.2503704726696015 15.250000000000002 0 6.3250000476837167 0.022196399047970775 0.66500002145767223 4.8849999904632577 1 19.050000190734867 2 1.5249999761581423 0.75499999523162853 29.500000000000004 0.76027464866638195 1.0950000286102297 1016.6499938964845 203.74458312988284 4.0650000572204599 -0.99358195066452015 14.250000000000002 280.17343139648443 3 10.960000038146974 7.3849999904632577
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 3 -1 -4 6 7 10 9 14 -6 20 -11 -12 15 -9 17 -17 19 -13 -10 -7 -23 -5 -25 -3 -27 28 29 -28
right_child=-2 25 4 23 5 21 -8 8 11 12 13 18 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=8.8034308448330268e-07 -0.00056753051558361823 2.5215696155368966e-06 0.0013057288007233862 0.00084410232440545465 -0.00010717474301111056 -0.00028038226442995675 0.0020045751219574825 -0.0012801547698957361 0.0011167221934577016 0.00045916873108651189 -0.00057611474329258348 0.0027092475946677644 -0.0017588398535254319 0.0016992187198789973 -0.0056839856679979928 0.0019588412721959765 -0.0026487848413273016 -0.0092465415742911117 -0.00043456125544395107 -0.0037462770132662402 0.0064273695095385976 -0.0037882488965576312 -0.00096876368007467397 0.0051858268540848681 -0.00092921866114201678 2.9523758656873146e-06 0.00010737563592718657 1.3168787461969533e-05 0.0010129214112246569 0.0032244672720058883
leaf_weight=488672 20689 248509 6216 44317 235442 32106 4080 9481 1768 6588 3504 2591 5303 8849 943 117 2408 643 30007 502 571 2120 21749 306 5859 91468 1704 18828 23950 7255
leaf_count=488672 20689 248509 6216 44317 235442 32106 4080 9481 1768 6588 3504 2591 5303 8849 943 117 2408 643 30007 502 571 2120 21749 306 5859 91468 1704 18828 23950 7255
internal_value=-7.20187e-07 8.25993e-06 -4.17817e-05 6.30262e-05 -0.000192474 -0.000217727 -0.000134877 -0.000163152 -0.000626426 -0.00140849 -4.92525e-05 -6.36536e-05 -0.000529991 0.00105472 -0.00217809 -0.00191672 -0.00380573 -0.0075215 -0.000238696 0.0016615 0.00241316 -0.000680709 -0.00121919 0.000664606 -0.000625698 0.000125042 0.000337656 0.000929393 0.00145314 0.0026316
internal_weight=1.32654e+06 1.30586e+06 914142 539154 374988 368772 312797 308717 60922 25483 247795 35439 11891 12353 13592 12649 3168 760 33100 3093 2339 55975 23869 50482 6165 391714 143205 51737 32909 8959
internal_count=1326545 1305856 914142 539154 374988 368772 312797 308717 60922 25483 247795 35439 11891 12353 13592 12649 3168 760 33100 3093 2339 55975 23869 50482 6165 391714 143205 51737 32909 8959
cat_boundaries=0 1 2 3 4
cat_threshold=2881 7440 2305 963
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=31
num_cat=2
split_feature=63 22 136 35 86 13 95 54 19 125 67 68 36 136 30 54 108 33 109 132 52 61 115 127 131 1 52 75 108 60
split_gain=2.96602 3.13167 5.75258 6.59761 8.44794 7.2133 7.48762 7.12195 4.98839 4.80399 4.86735 4.66565 7.70905 8.21096 7.27741 6.28428 6.65996 5.17293 5.0458 4.67763 4.74231 4.20324 4.11994 4.59031 4.05826 4.26236 7.79232 4.37876 5.08759 3.98457
threshold=0.88810145854949962 7.5450000762939462 0 15.34999990463257 0.83764302730560314 0.86500000953674328 0.043233605101704604 1.6749999523162844 6.4600000381469735 0.96811076998710643 2.6049998998641972 280.82289123535162 14.250000000000002 1 1019.1499938964845 17.425000190734867 0.15667259693145755 18.349999427795414 0.39286908507347112 1014.8500061035157 4.305000066757203 0.17396969348192218 -0.64942333102226246 0.8038262426853181 152.50000000000003 4.5000000000000009 0.58499997854232799 0.54095977544784557 -0.97624200582504261 0.497836783528328
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 3 5 -5 6 -1 -6 -9 -7 -11 -3 18 -14 15 16 -15 29 21 -18 -21 -13 -10 -24 25 26 -4 -28 -29 -16
right_child=-2 11 24 4 7 9 -8 8 22 10 -12 12 13 14 17 -17 19 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0046865538124569485 -0.00060713706112097655 -8.317460868560632e-06 3.7216830061144348e-05 -0.00020935214764366465 -0.0030227046568984165 -3.1163569839054428e-05 8.6678495072664707e-05 -0.0036845988528864701 -0.0012611554666204288 3.7638655928917404e-05 -0.0022234393067674541 -0.01816846157113711 1.0512631253852052e-05 -0.00091083432893328687 -0.0027560587859760078 0.00068484678984516521 0.0028503906286643801 0.025276989545673135 -0.00020422751742025394 -0.0079375880587184318 0.001036090195372989 0.00055468110975982537 0.00092848090267666657 -0.0024560688613120413 -0.0017629372204737298 2.7646808850702409e-05 0.0043008652762924499 0.023052286377383602 0.0012995858351619396 0.00036987961973666497
leaf_weight=1737 20258 271417 13931 39751 5208 242548 1559 1547 12587 4444 5125 30 19106 1461 1241 9465 13800 20 60242 190 654 36687 5287 1236 3086 540088 1651 27 6037 5710
leaf_count=1737 20258 271417 13931 39751 5208 242548 1559 1547 12587 4444 5125 30 19106 1461 1241 9465 13800 20 60242 190 654 36687 5287 1236 3086 540088 1651 27 6037 5710
internal_value=-6.77135e-06 2.54213e-06 -5.07747e-05 -0.000219778 -0.000666991 -0.000104897 -0.00242883 -0.00137032 -0.000953723 -7.45151e-05 -0.00117336 0.00011499 0.000340201 0.000833629 0.0013165 0.00170732 0.00230823 -0.000115151 7.73673e-05 0.00262939 -0.000984051 0.000539383 -0.000732652 0.000287165 4.52853e-05 5.52199e-05 0.000743195 0.00201798 0.00139644 -0.000188211
internal_weight=1.32613e+06 1.30587e+06 885849 321029 65616 255413 3296 25865 20657 252117 9569 420023 148606 51647 32541 25570 16105 6971 96959 14644 844 36717 19110 6523 564820 561734 21646 7715 6064 6951
internal_count=1326130 1305872 885849 321029 65616 255413 3296 25865 20657 252117 9569 420023 148606 51647 32541 25570 16105 6971 96959 14644 844 36717 19110 6523 564820 561734 21646 7715 6064 6951
cat_boundaries=0 1 2
cat_threshold=5889 7216
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=31
num_cat=3
split_feature=122 92 31 36 119 52 72 37 136 124 6 28 11 110 136 86 28 95 136 12 8 13 41 58 75 84 113 65 21 79
split_gain=2.83575 6.03603 7.38814 5.64876 6.67854 7.14628 6.68562 5.48306 5.48114 7.93931 6.10137 4.87798 4.74272 8.69829 5.49459 4.9857 4.69635 4.32511 5.88913 7.28725 5.76078 5.70831 7.54596 6.04054 4.99253 4.71422 4.69859 5.22341 4.42894 5.8206
threshold=-0.52247866988182057 -0.60771813988685597 1024.049987792969 18.050000190734867 0.44618082046508795 5.9749999046325692 0.85576799511909496 14.650000095367433 0 1.0000000180025095e-35 0.35000000894069677 1019.7500000000001 1.1500000357627871 0.73024094104766857 1 0.87513756752014171 1012.5499877929689 -0.23284777998924253 2 1.4049999713897707 16.650000572204593 0.81499999761581432 9.7500000000000018 178.37760925292972 0.32518449425697332 0.85393527150154125 -0.62249094247817982 25.994999885559086 7.3550000190734872 20.654999732971195
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 4 -2 8 -7 -4 9 11 16 -6 13 -5 -14 -16 -10 18 19 25 21 22 -20 -23 -25 -1 -21 -28 29 -26
right_child=1 -3 7 12 5 6 -8 -9 10 -11 -12 -13 14 -15 15 -17 -18 -19 20 26 -22 23 -24 24 28 -27 27 -29 -30 -31
leaf_value=-0.0012031912303446105 -0.00095654055416227474 -1.5136179059212782e-05 -0.0025611805574401354 0.0041197516539657189 0.0029769140576659144 0.00070939136169257105 0.0049617548146147243 -0.010827217357370338 -0.0021238346941623415 -0.0016376495052155102 -0.00083042462997481815 -0.007330826800874192 -0.00335221133675351 -0.0061561520435235786 0.0011161933143580916 -0.0037406757623895804 0.0016498272367721511 5.963377708624317e-07 0.00042698093423552139 -0.00083639716512569253 -0.0032965707665312486 0.0015008237006971766 -0.0021657874878699907 0.0024626873257227108 1.6345253950420148e-05 -0.0046051935526300004 0.0015882762934541165 -0.0084260850991886953 0.0010433826522486618 0.0013334082220903252
leaf_weight=3531 43415 599122 902 1773 3234 5058 1131 258 1006 1636 30419 119 946 233 6156 578 4569 486342 7199 5574 1028 15151 4599 2919 64403 1431 4605 134 19014 9645
leaf_count=3531 43415 599122 902 1773 3234 5058 1131 258 1006 1636 30419 119 946 233 6156 578 4569 486342 7199 5574 1028 15151 4599 2919 64403 1431 4605 134 19014 9645
internal_value=-6.43278e-06 -7.5525e-05 -0.000432216 -0.000386319 -0.000509033 -9.71674e-05 0.00148648 -0.00439966 -0.000336321 0.0012154 -0.000551583 0.00261109 0.000761346 0.00292619 0.000195893 0.000698276 0.000968876 7.09407e-05 0.000316654 -0.000609464 0.000430791 0.000461996 -0.000583711 0.000573011 0.000426552 -0.0021843 0.000147662 0.00130511 0.000362686 0.000187897
internal_weight=1.32613e+06 700555 101433 100273 90587 47172 6189 1160 40983 4989 35994 3353 9686 2006 7680 6734 5575 625575 139233 15275 123958 122930 11798 111132 95981 4962 10313 4739 93062 74048
internal_count=1326130 700555 101433 100273 90587 47172 6189 1160 40983 4989 35994 3353 9686 2006 7680 6734 5575 625575 139233 15275 123958 122930 11798 111132 95981 4962 10313 4739 93062 74048
cat_boundaries=0 1 2 3
cat_threshold=68 3074 1040
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=31
num_cat=3
split_feature=3 136 95 84 38 1 37 9 94 31 94 136 111 52 23 87 129 24 7 36 33 52 22 34 59 124 64 56 21 136
split_gain=2.74252 6.19795 4.79758 7.20417 7.46927 4.70086 7.67476 6.7493 4.94231 4.69958 4.67402 4.73038 5.597 5.78726 4.56193 5.27635 4.77332 4.03068 3.91578 6.3061 5.99422 5.24828 5.13558 5.19956 4.76589 3.86259 3.83307 3.82677 3.7779 3.72767
threshold=126.50000000000001 0 -0.6739307940006255 0.86499127745628368 18.050000190734867 12.500000000000002 20.050000190734867 3.9500000476837163 0.8579259216785432 1009.4500122070314 -0.56094580888748158 1 0.52819883823394786 1.1250000000000002 7.3849999904632577 0.77138912677764904 306.50000000000006 292.50000000000006 1.0000000180025095e-35 15.150000095367433 11.84999990463257 2.1350001096725468 7.1649999618530282 15.650000095367433 189.45753479003909 -0.82409480214118946 15.394999980926515 196.21394348144534 7.0150001049041757 2
decision_type=2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=1 5 3 4 14 6 7 -1 -9 -8 11 12 13 -7 18 -16 28 -6 19 20 -3 22 23 24 -21 -14 -18 -20 -17 -2
right_child=29 2 -4 -5 17 10 9 8 -10 -11 -12 -13 25 -15 15 16 26 -19 27 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010885789725116493 -7.9028538410597223e-05 -0.010017391009377721 -0.00020471867803798893 0.00025610241470316712 0.00064004606165932881 0.012253092549829585 0.029414261846492692 0.0024934091308673584 1.8568122740620765e-06 0.0053444963671059617 2.1729732750283804e-05 -0.0032817967741932382 -0.009479142183791785 0.0013017968752312482 -0.0023202519162867897 -0.0039712985668675762 0.0032737236196240267 0.0078164864853593023 -0.0040929942368837201 -0.0036321282414171624 0.0017312087310851869 -0.0050018285560238622 0.025727502083671944 -0.0049261783970407881 0.013296220082545948 -0.0010605493471196395 0.015344264925542203 -0.0020261820676104624 0.00065111426990089921 0.00011212859137744607
leaf_weight=25785 442233 115 136852 9828 2175 145 21 6184 2935 591 71659 2211 152 718 2538 526 451 215 3182 68 1941 1090 21 212 107 1315 77 7562 2769 602452
leaf_count=25785 442233 115 136852 9828 2175 145 21 6184 2935 591 71659 2211 152 718 2538 526 451 215 3182 68 1941 1090 21 212 107 1315 77 7562 2769 602452
internal_value=-6.1124e-06 -0.000144644 -0.000334993 -0.000877366 -0.00136067 0.000144569 0.000619661 0.000522335 0.00169149 0.00617042 -7.68478e-05 -0.00163245 -5.30186e-05 0.00314182 -0.00166682 -0.00055287 0.000620453 0.00128563 -0.0021624 -0.000723714 0.00107406 -0.00319116 0.00164617 0.000339434 0.00671835 -0.00193282 0.00503401 -0.0026383 -8.67884e-05 3.12088e-05
internal_weight=1.32613e+06 281445 169729 32877 23049 111716 35516 34904 9119 612 76200 4541 2330 863 20659 6361 3823 2390 14298 3554 2056 1498 408 387 175 1467 528 10744 3295 1.04468e+06
internal_count=1326130 281445 169729 32877 23049 111716 35516 34904 9119 612 76200 4541 2330 863 20659 6361 3823 2390 14298 3554 2056 1498 408 387 175 1467 528 10744 3295 1044685
cat_boundaries=0 1 2 3
cat_threshold=3164 20 7233
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=31
num_cat=1
split_feature=77 68 32 107 136 0 56 36 87 52 126 63 31 64 29 34 5 69 7 34 124 95 7 28 30 87 67 127 32 91
split_gain=2.69473 3.13334 3.9868 3.47907 4.31499 3.72198 4.87569 3.90907 3.79702 3.82757 4.55946 4.93126 3.94565 3.82743 3.76885 6.72615 4.38148 3.67597 4.34952 3.58381 5.72623 6.41145 3.88087 3.77481 4.40969 6.72675 4.68622 3.53559 3.50971 3.11842
threshold=50.114999771118171 321.20043945312506 3.7500000000000004 -0.52404490113258351 0 311.50000000000006 340.64154052734381 12.750000000000002 0.90992113947868358 1.4450000524520876 0.87878364324569713 0.33225283026695257 1021.6499938964845 25.335000038146976 1016.6499938964845 12.34999990463257 7.9500000476837167 317.10975646972662 1.5500000119209292 11.250000000000002 0.98624804615974437 0.14465489983558658 1.7500000000000002 1014.0499877929689 1017.4500122070314 0.8100048601627351 1.9049999713897707 0.94828754663467418 13.84999990463257 0.01972152199596167
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 -3 4 -4 7 8 28 9 12 -11 -12 17 -14 16 -16 27 -7 -19 -6 -21 23 -23 -22 25 -25 -27 -8 -5 -9
right_child=-2 2 3 5 19 6 14 29 -10 10 11 -13 13 -15 15 -17 -18 18 -20 20 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-1.1815955319385415e-05 -0.00085046076713557635 0.0063712999550808854 -0.00097582816821989785 -0.00027767693991463102 -0.00012477130983529924 -0.0025389999145789279 0.023007405258934289 -0.0022633801685100945 -0.0039762634288562871 0.0015733416604163223 -0.0051978614952587834 -0.00027545458093741906 0.0066719636795302328 0.029689810531479972 0.0047907100307629522 0.022830272291142206 -0.0021948309389437991 0.022874481438730773 0.0022611168485115259 0.0013095329117177215 -0.00014084742517408096 0.0153788071403161 0.00022492635895305374 0.034852051979396496 0.0076710630488644425 0.032136138845235106 0.0041890973846117653 0.0035697492502319316 0.015225956928161151 -0.0084764028565510949
leaf_weight=1285521 9376 286 2721 2725 3992 444 34 1831 533 1515 777 1474 129 21 252 65 278 26 1626 11342 66 47 418 48 164 20 60 75 37 227
leaf_count=1285521 9376 286 2721 2725 3992 444 34 1831 533 1515 777 1474 129 21 252 65 278 26 1626 11342 66 47 418 48 164 20 60 75 37 227
internal_value=-5.80801e-06 2.06376e-07 0.000495034 0.000440728 0.000864615 -0.000222304 0.000493684 -0.00129911 6.8399e-05 0.000426983 -0.000547304 -0.00197457 0.00206063 0.00989446 0.00444751 0.00848967 0.00113649 0.0015 0.00258554 0.00117444 0.00160175 0.00562886 0.00175661 0.0106585 0.0130994 0.0200544 0.0111759 0.00963287 -6.99889e-05 -0.00294868
internal_weight=1.32613e+06 1.31675e+06 31233 30947 18878 12069 7249 4820 6545 6012 3766 2251 2246 150 704 317 387 2096 1652 16157 12165 823 465 358 292 128 80 109 2762 2058
internal_count=1326130 1316754 31233 30947 18878 12069 7249 4820 6545 6012 3766 2251 2246 150 704 317 387 2096 1652 16157 12165 823 465 358 292 128 80 109 2762 2058
cat_boundaries=0 1
cat_threshold=4099
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=31
num_cat=5
split_feature=63 91 71 22 67 31 136 33 2 56 76 27 52 37 136 33 31 19 28 56 10 98 34 70 112 136 136 30 136 41
split_gain=2.66025 2.92429 4.02426 2.79196 5.39437 8.35282 11.0041 9.85678 7.48112 5.70541 5.68286 8.23807 7.95186 7.98911 12.961 7.33302 9.95788 6.92952 6.11923 6.08145 5.62943 7.52516 5.38017 5.25344 9.30471 7.10017 5.18065 5.08324 5.20498 5.33853
threshold=0.88810145854949962 -0.31829451024532313 188.87122344970706 7.5450000762939462 2.8750000000000004 1012.8500061035157 0 15.250000000000002 2.5000000000000004 254.88542938232425 14.184999942779543 244.50000000000003 4.4849998950958261 13.150000095367433 1 12.750000000000002 1017.8500061035157 11.775000095367433 1023.5499877929689 215.80698394775393 1.9499999880790713 0.11140370368957521 20.050000190734867 284.39527893066412 -0.3172925859689712 2 3 1024.850036621094 4 13.449999809265138
decision_type=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 1 1 2 1 2
left_child=3 -2 -3 4 23 6 22 10 -8 20 17 -12 13 14 15 16 19 27 -18 -13 21 26 -6 -1 25 -25 -9 28 -7 -30
right_child=1 2 -4 -5 5 7 8 9 -10 -11 11 12 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-7.7152942960840385e-06 -0.0006773223702195686 -0.014911722068985304 0.003892899357089215 0.00010947631268484733 0.0011417786400285414 0.00016412148765963615 -0.00093610288619439702 -0.0024627195111058494 0.00029111390616558323 -0.00051618092641254139 -0.0022407564747752183 -0.00153185255208212 -0.00033083043506344279 -0.00056483105241205138 0.00014324177027608655 0.0053307226205873276 0.0046795567162252394 4.1495692715681496e-05 -0.0010350756576878463 0.0016953541138200294 -0.0024061844679228814 0.02002676055231627 -0.0043848905962737003 0.001139192933060029 0.0027358803199114168 -0.00013717740514399118 0.002132072414964319 -0.0026551081468510732 -0.00099778292369082761 0.0073568684484447049
leaf_weight=550358 19677 30 551 420023 25827 13134 21008 1220 30372 13056 3709 2128 38332 9341 15082 1747 3298 36346 546 4649 11993 47 448 16891 4336 30664 1214 3579 46332 192
leaf_count=550358 19677 30 551 420023 25827 13134 21008 1220 30372 13056 3709 2128 38332 9341 15082 1747 3298 36346 546 4649 11993 47 448 16891 4336 30664 1214 3579 46332 192
internal_value=-5.51798e-06 -0.000574096 0.00292192 3.30238e-06 -4.70397e-05 -0.000226842 0.000215058 -0.000393468 -0.000210623 -0.00127406 -0.00025759 5.95707e-05 0.000173143 0.000698226 0.00112803 0.00232693 0.00183504 -0.000508661 0.00386785 0.000682001 -0.00195769 0.000210306 0.00104715 3.76295e-05 0.000518558 0.000316386 -0.000172345 -0.000824868 -0.000715068 -0.000963097
internal_weight=1.32613e+06 20258 581 1.30587e+06 885849 283600 77655 205945 51380 27530 178415 78832 75123 36791 27450 12368 10621 99583 3844 6777 14474 2481 26275 602249 51891 47555 2434 63237 59658 46524
internal_count=1326130 20258 581 1305872 885849 283600 77655 205945 51380 27530 178415 78832 75123 36791 27450 12368 10621 99583 3844 6777 14474 2481 26275 602249 51891 47555 2434 63237 59658 46524
cat_boundaries=0 1 2 3 4 5
cat_threshold=3174 834 630 2305 2208
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=31
num_cat=4
split_feature=77 95 136 16 56 59 116 61 80 95 30 136 87 23 82 136 80 39 28 20 52 37 59 28 103 101 42 39 88 136
split_gain=2.51574 2.95174 2.68117 2.45446 3.67459 4.1626 4.18095 2.81341 2.5392 2.73321 2.50191 7.50441 11.2624 9.62276 8.68766 6.21447 6.95261 10.8053 11.1896 10.0855 8.24405 9.51936 6.25135 6.24453 5.63118 5.61787 6.0662 5.53878 5.71038 5.16143
threshold=50.114999771118171 -0.32768774032592768 0 18.219999313354496 220.67987823486331 238.55044555664065 -0.89490029215812672 0.42327497899532324 311.78359985351568 -0.99092018604278553 1013.8500061035157 1 0.84178397059440624 4.7950000762939462 298.89955139160162 2 267.26606750488287 12.34999990463257 1018.1499938964845 5.7249999046325692 0.78499999642372142 9.8499999046325701 252.07839202880862 1017.3500061035157 0.90875717997550975 0.15059611201286319 5.8500001430511483 20.250000000000004 -0.82298704981803883 3
decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=3 -2 -3 10 8 -6 -7 -8 -5 -10 11 14 -13 -14 -1 16 -12 20 22 -20 21 -18 -19 -22 -15 26 29 28 -28 -17
right_child=1 2 -4 4 5 6 7 -9 9 -11 15 12 13 24 -16 25 17 18 19 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.4166232038979987e-06 -0.0028847224327892013 -0.0018250897965933358 0.00017561229233783977 -3.3716168562833058e-05 -0.0035835043331459838 0.0068151334715939099 -0.0029863437668648813 -0.00052945751435327308 0.018714062613435091 0.0029325994289118346 -9.440631469546213e-06 4.9336179437213538e-05 -0.001471185290599327 0.00076315762042646377 -0.0012585664111130995 0.00077158534274594142 -0.00045828224807225725 -0.00065468972288728927 0.0077982075341317307 0.0024964405621502859 -0.0010431133432080315 0.0029243215511233567 0.0020159012353705113 0.00038200905039815851 0.0062852082866278391 -1.8381751791028196e-05 -0.00060380301321834859 0.0014716416501473096 -0.0023114691339699927 -0.00035926709244125824
leaf_weight=46775 1438 2380 5594 11862 1546 178 1390 7205 30 321 90026 269643 4953 92224 19207 11413 3323 4607 1055 5990 10890 5560 4179 26131 464 589419 10501 1836 9171 86527
leaf_count=46775 1438 2380 5594 11862 1546 178 1390 7205 30 321 90026 269643 4953 92224 19207 11413 3323 4607 1055 5990 10890 5560 4179 26131 464 589419 10501 1836 9171 86527
internal_value=1.49204e-05 -0.000799624 -0.000423606 2.07442e-05 -0.000496623 -0.00119127 -0.00076971 -0.00092679 9.03009e-05 0.00428144 2.97536e-05 0.000127745 0.000215942 0.000676058 -0.000363176 -1.9578e-05 0.000270792 0.000679488 0.00180589 0.00329039 0.000291023 0.00165894 0.000615558 -3.72012e-05 0.000790801 -8.17458e-05 -0.000394424 -0.00115478 -0.00139991 -0.000227446
internal_weight=1.32584e+06 9412 7974 1.31643e+06 22532 10319 8773 8595 12213 351 1.29389e+06 433266 367284 97641 65982 860628 151761 61735 15831 7045 45904 8883 8786 37021 92688 708867 119448 21508 19672 97940
internal_count=1325838 9412 7974 1316426 22532 10319 8773 8595 12213 351 1293894 433266 367284 97641 65982 860628 151761 61735 15831 7045 45904 8883 8786 37021 92688 708867 119448 21508 19672 97940
cat_boundaries=0 1 2 3 4
cat_threshold=1537 4240 144 36
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=31
num_cat=3
split_feature=37 71 97 90 78 79 132 30 136 87 23 82 136 107 120 36 103 101 42 39 14 31 91 136 64 83 125 67 76 33
split_gain=2.42285 3.59357 3.0925 2.64361 2.61837 2.31264 2.30971 2.53035 6.79849 10.8181 9.11757 8.62091 5.33399 6.17355 7.32589 5.94803 5.26277 5.2536 5.87915 5.56318 5.25051 4.98187 6.15111 5.86117 4.87662 4.86506 7.4625 7.09603 6.49665 8.79413
threshold=6.8500001430511483 315.03417968750006 -0.77458903193473805 -0.67279469966888417 50.114999771118171 21.945000648498539 1022.8500061035157 1013.8500061035157 0 0.84178397059440624 4.7950000762939462 298.89955139160162 1 -0.73722270131111134 0.13052122294902804 9.8499999046325701 0.90875717997550975 0.15562026947736743 5.8500001430511483 20.250000000000004 0.76499998569488536 1019.3500061035157 -0.81004604697227467 2 64.444999694824233 299.19552612304693 0.9238443672657014 1.9049999713897707 16.685000419616703 5.6499998569488534
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 7 8 11 -10 -11 -2 13 14 15 -9 24 18 21 20 -20 23 -23 -14 -12 -19 27 -27 -29 -30
right_child=4 2 -4 -5 -6 -7 -8 12 9 10 16 -13 17 -15 -16 -17 -18 25 19 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.020704868965997145 1.7214710183865385e-05 0.030461034842807318 0.0050564924278296529 -0.0034954089389759705 -0.0008204291178225807 0.0033074603597116146 -0.001289112243073768 -0.0001853856628791092 4.2492039836253273e-05 -0.0014230443860604256 0.00069132072694124509 -0.0012448710346816124 0.0011843664913428345 4.1377573356632422e-05 1.1677423386257331e-07 0.0017067645318933093 0.0060804323083520385 6.1059762748944598e-05 -0.0029479202577204246 0.0014941967713544893 -0.00095185563233166493 -0.0004111199909108094 -0.0023048553422297864 -0.00018039480906122666 0.0033532236013513288 0.0011185047362911927 -0.0011742740426980345 -0.00049074447601040415 0.0046457825536078195 0.00015953614595487516
leaf_weight=26 46954 23 25 105 9352 72 3365 5268 271681 5001 90295 19008 8881 110213 18865 19630 464 447479 4154 1859 15923 18766 5558 68299 1754 10464 19688 82734 1124 38808
leaf_count=26 46954 23 25 105 9352 72 3365 5268 271681 5001 90295 19008 8881 110213 18865 19630 464 447479 4154 1859 15923 18766 5558 68299 1754 10464 19688 82734 1124 38808
internal_value=1.41739e-05 0.00492614 0.0172295 0.00201697 1.32439e-05 0.0079231 1.91672e-05 2.25204e-05 0.000121104 0.000204638 0.000656409 -0.000346423 -2.63557e-05 0.000240864 0.000743308 0.00130642 0.000768818 -8.32092e-05 -0.000380284 -0.00112255 -0.00136485 -0.000219872 -0.000843836 -2.32235e-05 0.000742043 -2.21228e-05 -0.000265696 -0.000131331 -0.000237948 0.000285814
internal_weight=1.32584e+06 251 48 203 1.32559e+06 98 1.31624e+06 1.31287e+06 435157 369195 97514 65962 877713 153976 43763 24898 92513 723737 123440 21936 20077 101504 24324 77180 92049 600297 152818 133130 122666 39932
internal_count=1325838 251 48 203 1325587 98 1316235 1312870 435157 369195 97514 65962 877713 153976 43763 24898 92513 723737 123440 21936 20077 101504 24324 77180 92049 600297 152818 133130 122666 39932
cat_boundaries=0 1 2 3
cat_threshold=4240 144 36
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=31
num_cat=1
split_feature=121 83 32 35 40 31 75 67 52 25 15 32 52 78 72 123 43 52 105 22 11 89 136 34 102 36 77 87 30 114
split_gain=2.35097 4.1499 6.58468 8.89476 5.38306 6.09382 8.25599 7.7948 6.81185 4.2738 5.16088 4.2811 4.41666 4.25038 4.24366 4.21788 4.02078 4.1941 3.92271 3.90406 3.77358 3.74465 5.20069 6.10813 4.00038 4.51843 3.82274 5.33273 3.74034 3.72544
threshold=-0.55191597342491139 313.05500793457037 14.550000190734865 11.84999990463257 10.650000095367433 1016.8500061035157 0.38386465609073644 0.79500001668930065 2.495000004768372 339.50000000000006 0.89499998092651378 13.050000190734865 1.575000047683716 25.435000419616703 0.81618171930313121 -0.43049471080303187 12.150000095367433 6.7049999237060556 -0.35586313903331751 6.0450000762939462 5.2500000000000009 0.15224836766719821 0 8.2500000000000018 -0.99226155877113331 13.650000095367433 2.245000004768372 0.87688729166984569 1017.3500061035157 -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 1 2 2 2 2 2 2 2
left_child=21 -2 3 -3 9 7 8 -6 29 -5 -11 12 18 -13 -15 -8 17 -9 -12 -20 -14 -1 24 28 -23 -26 -27 -28 -24 -7
right_child=1 2 -4 4 5 6 15 16 -10 10 11 13 20 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=6.9202346427120896e-05 1.9738439635037263e-07 -0.00074202008977039373 -0.0012413350800139264 4.6981142476128812e-05 -0.010036455640128178 0.040667654214692969 -0.0041188482547664202 0.0027554679159063223 -0.0029383019964223274 0.015996012325900106 0.0095548974276340997 0.001668785218825504 0.0033294691606973481 0.013264497837009817 0.0027659732587951222 0.0055122374954864207 -0.0008836746936107683 0.012902263780805943 -0.0021292565690002492 0.0045171741698704611 -0.0048337319522462393 -0.0095924402511445815 0.0027536652348309505 -9.7795622380540247e-05 0.00077210476656490966 -0.0008261476208886228 0.006501347787437022 0.0011154072935997043 0.016262073584107889 0.017651536216187567
leaf_weight=581498 634518 36216 17092 39091 152 21 142 592 37 65 161 561 192 211 177 570 673 123 459 426 539 70 119 7346 2139 362 1405 683 90 108
leaf_count=581498 634518 36216 17092 39091 152 21 142 592 37 65 161 561 192 211 177 570 673 123 459 426 539 70 119 7346 2139 362 1405 683 90 108
internal_value=1.34656e-05 -4.64918e-05 -0.000350003 -0.000160791 0.000314374 0.00260824 0.00593254 0.000712962 0.0159739 0.000181941 0.0020722 0.0017402 0.000292179 0.00445161 0.00847522 0.00359143 0.00189013 0.004501 0.00237603 0.00107004 -0.00268964 8.74011e-05 0.00095383 0.00014182 0.00226541 0.00245123 0.0039172 0.00473957 0.00857068 0.0213983
internal_weight=1.32584e+06 732126 97608 80516 44300 2418 878 1540 166 41882 2791 2726 1777 949 388 712 1388 715 1046 885 731 593712 12214 7555 4659 4589 2450 2088 209 129
internal_count=1325838 732126 97608 80516 44300 2418 878 1540 166 41882 2791 2726 1777 949 388 712 1388 715 1046 885 731 593712 12214 7555 4659 4589 2450 2088 209 129
cat_boundaries=0 1
cat_threshold=2753
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=31
num_cat=5
split_feature=61 132 22 67 135 23 76 42 5 31 136 31 37 69 112 107 63 136 111 136 54 136 36 92 25 136 39 39 83 35
split_gain=2.32459 2.49129 2.28225 3.9691 6.44993 6.27189 6.87951 9.45667 7.32651 6.58883 7.5595 8.41475 6.51056 6.22394 6.32367 5.5176 6.98996 5.52141 6.12722 5.36673 5.03629 5.7485 9.36184 4.95399 4.93188 4.93178 5.39828 4.84391 4.80635 4.7205
threshold=0.88818663358688366 1022.7500000000001 7.5450000762939462 2.7549999952316289 1015.2500000000001 5.8250000476837167 14.465000152587892 11.250000000000002 1.7500000000000002 1012.8500061035157 0 1003.1499938964845 11.250000000000002 296.09284973144537 -0.41467745602130884 -0.58219209313392628 0.33887189626693731 1 0.44511319696903234 2 3.685000061988831 3 8.6500000953674334 0.83656829595565807 339.50000000000006 4 16.650000572204593 6.7500000000000009 297.37576293945318 14.550000190734865
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 1 2 2 2 1 2 2 2 2
left_child=1 2 3 4 13 -5 9 15 -9 10 11 -7 -13 -1 -15 16 17 18 -8 23 21 22 -11 -17 28 -6 -27 -21 -23 -24
right_child=-2 -3 -4 5 25 6 7 8 -10 20 -12 12 -14 14 -16 19 -18 -19 -20 27 -22 24 29 -25 -26 26 -28 -29 -30 -31
leaf_value=2.7365520193089789e-06 -0.00051756338118805667 -0.0014746748159711097 0.00012075254278996972 -0.00068495886328800266 0.0053907584276798471 0.019475366377874333 -0.0015763890817543686 0.020623460500792137 0.0033600918771780671 0.029096497967839242 -2.2865570903321663e-05 -0.012658612967722797 0.0019822017132140497 0.00044083714033969301 0.0024913414320490599 -0.0024344856443561328 0.00015938817061710616 -0.00017654756668420376 0.0024175014728234903 0.016965818890769566 -0.0001525571339991093 0.00013750876737054306 -0.0010655764701743003 0.00064048930557409635 0.0046395852664057012 0.00032872890287556492 0.011680991263422478 -3.653663248181708e-05 -0.0011297689749711673 -0.002765253348855576
leaf_weight=562711 20344 2778 416677 49604 928 68 1072 64 1548 25 27203 77 5477 27128 4365 5181 61935 4072 9217 42 54202 15234 15315 1753 477 1851 111 16105 14703 5571
leaf_count=562711 20344 2778 416677 49604 928 68 1072 64 1548 25 27203 77 5477 27128 4365 5181 61935 4072 9217 42 54202 15234 15315 1753 477 1851 111 16105 14703 5571
internal_value=1.27923e-05 2.10571e-05 2.42467e-05 -2.11371e-05 5.24795e-05 -0.000173263 -6.72129e-05 0.000246546 0.00404549 -0.000296239 0.000322434 0.00198972 0.00177922 4.10189e-05 0.000725042 0.000184923 0.00038984 0.00138372 0.00199944 -0.000492446 -0.000488682 -0.000843648 -0.00148163 -0.00165471 -0.000404388 0.00240886 0.000966058 7.68348e-06 -0.000484891 -0.00151894
internal_weight=1.32584e+06 1.30549e+06 1.30272e+06 886039 597094 288945 239341 100989 1612 138352 32825 5622 5554 594204 31493 99377 76296 14361 10289 23081 105527 51325 20911 6934 30414 2890 1962 16147 29937 20886
internal_count=1325838 1305494 1302716 886039 597094 288945 239341 100989 1612 138352 32825 5622 5554 594204 31493 99377 76296 14361 10289 23081 105527 51325 20911 6934 30414 2890 1962 16147 29937 20886
cat_boundaries=0 1 2 3 4 5
cat_threshold=2082 723 2067 5698 512
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=31
num_cat=2
split_feature=77 37 71 14 97 18 57 60 87 67 23 122 88 116 5 93 22 95 136 109 4 20 132 29 94 15 71 42 136 42
split_gain=2.24448 2.28305 3.36841 2.64711 2.48453 2.18322 5.55047 5.34747 4.6402 5.57382 3.64366 2.7289 2.68546 2.80012 2.41051 2.35307 2.27509 5.84642 8.41588 8.52768 5.86866 5.26735 5.09502 4.91386 4.7657 5.64747 4.55378 4.37594 3.84186 6.5538
threshold=63.82500076293946 6.8500001430511483 315.03417968750006 3.3149999380111699 -0.77458903193473805 16.335000038146976 243.67244720458987 0.46953181922435766 0.87631812691688549 8.0050001144409197 8.3850002288818377 1.0000000180025095e-35 1.0000000180025095e-35 -0.76037701964378346 11.84999990463257 -0.71344009041786183 7.5450000762939462 -0.16654882580041883 0 0.18328141421079638 4.3500001430511483 7.2049999237060556 1016.7500000000001 1020.0499877929689 -0.77060076594352711 1.9049999713897707 317.46450805664068 20.44999980926514 1 9.7500000000000018
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 1 2
left_child=1 2 3 -1 -4 16 8 -8 9 12 14 15 -7 -14 -10 -11 -3 18 19 -18 21 -21 23 -23 25 -25 27 -20 29 -28
right_child=-2 5 4 -5 -6 6 7 -9 10 11 -12 -13 13 -15 -16 -17 17 -19 26 20 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0001032396048665215 -0.0015615048982954613 -1.6717824537914819e-05 0.028703680326757228 0.019293792725075039 0.0052006916280581874 2.8176585915811175e-05 -0.0025621290604715473 -0.00053911473609304192 0.0034279670279351603 -0.0066611578377912019 -0.0085138081725952882 0.0005768542598125659 0.0048045316387648118 -0.0013111441755159336 -0.0096563170599337257 -0.0017159432406472098 -5.9889814250954973e-05 5.2625766734111448e-05 -0.00024156668914645588 -0.0010142334131293766 0.00030279403355252307 0.0030763922366276609 -0.0049790824522761099 -0.0086718937820824231 0.0015221025269170716 0.01585089475131379 0.0028926404030381963 0.0093699627878739179 -0.0012286742601009802 0.015824155172083045
leaf_weight=177 2262 858856 23 20 22 39031 3837 21972 1585 563 70 353 586 275 36 420 8607 342774 24315 1062 4596 11428 215 242 717 26 1056 119 485 108
leaf_count=177 2262 858856 23 20 22 39031 3837 21972 1585 563 70 353 586 275 36 420 8607 342774 24315 1062 4596 11428 215 242 717 26 1056 119 485 108
internal_value=1.21547e-05 1.48441e-05 0.00487086 0.00205152 0.0172133 1.39561e-05 -0.000260436 -0.000839874 8.8005e-05 -1.72855e-05 0.00265508 -0.00319409 8.91069e-05 0.00285121 0.00313738 -0.00454825 2.89874e-05 0.000128177 0.000617019 0.00123742 0.00184873 0.00236773 0.00265215 0.00278433 -0.00060419 -0.00629282 -2.31183e-05 -0.000194756 0.00251998 0.00405761
internal_weight=1.32584e+06 1.32358e+06 242 197 45 1.32333e+06 68728 25809 42919 41228 1691 1336 39892 861 1621 983 1.25461e+06 395750 52976 26893 18286 13690 12628 12413 985 268 26083 24434 1649 1164
internal_count=1325838 1323576 242 197 45 1323334 68728 25809 42919 41228 1691 1336 39892 861 1621 983 1254606 395750 52976 26893 18286 13690 12628 12413 985 268 26083 24434 1649 1164
cat_boundaries=0 1 2
cat_threshold=4805 258
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=31
num_cat=0
split_feature=24 79 16 52 11 28 32 58 92 19 52 39 52 103 127 76 121 9 31 122 28 135 67 5 21 115 88 92 85 31
split_gain=3.04734 5.60609 6.35989 5.03525 4.67384 4.08438 3.96146 3.93739 3.87883 8.29427 7.44396 5.6669 5.33047 5.94711 5.8695 5.22586 5.63433 5.11326 5.08801 5.28447 4.64803 4.63881 6.62322 4.54671 4.3778 4.35079 4.30824 4.16932 4.81035 5.40768
threshold=187.50000000000003 1.235000014305115 14.550000190734865 28.845000267028812 6.6499998569488534 1025.350036621094 21.750000000000004 270.00006103515631 -0.60771813988685597 10.405000209808351 5.7950000762939462 12.150000095367433 3.3449999094009404 0.32782229781150823 -0.50751903653144825 4.6649999618530282 -0.061046212911605828 13.550000190734865 1014.4500122070314 0.36648726463317877 1020.1499938964845 1018.8500061035157 2.8149999380111699 3.4500000476837163 5.1449999809265146 0.078456107527017607 -0.040288671851158135 -0.23312067240476606 0.90060594677925121 1031.6499633789065
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -4 7 -3 9 10 18 -12 13 24 -15 16 23 25 21 -20 26 -2 -23 -14 -11 -17 -13 -10 -29 -30
right_child=8 2 3 -5 -6 -7 -8 -9 27 12 11 20 15 14 -16 17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-5.6468582203418934e-05 0.00030481342128240108 0.00040412524366679288 0.0018083842894245324 -0.0067378352868921881 -0.0010372441891363141 -0.011266042785330986 0.0093496203565694123 0.0045407215586116363 0.00037413311599667214 0.00075173187030170814 -0.0013031526437429163 0.0014340594755243787 0.00064192058263220749 0.00049700002237340819 -0.0027540749570209924 0.00021342657041125633 -0.0019850854947214432 -0.0037650460773769653 -0.00029986814010751821 -0.0021569189198112678 -0.0069277471539874874 0.0034585836750920863 -0.01029882801221255 -0.0011512615066591899 -0.0010159812122442088 0.0029586652384365249 0.0042938555168485519 1.0870419059508414e-05 -0.00067860032742973742 0.018712552475173855
leaf_weight=38550 48572 7655 13467 177 5345 60 135 622 76987 4326 1754 7338 7078 1691 7756 19759 7037 758 38511 4254 150 138 239 7062 18398 1557 1605 976521 27976 36
leaf_count=38550 48572 7655 13467 177 5345 60 135 622 76987 4326 1754 7338 7078 1691 7756 19759 7037 758 38511 4254 150 138 239 7062 18398 1557 1605 976521 27976 36
internal_value=1.27731e-06 0.000332431 0.000878373 0.00164076 0.000118924 0.00175039 0.000853555 0.000714982 -1.60786e-05 -0.000232375 6.03288e-05 0.00129897 -0.000630401 -0.00111778 -0.00217214 -0.000267876 -0.000829 0.000270446 -8.61645e-05 -0.000484596 0.0018009 0.000261931 -0.00526296 -0.000253656 -0.000679459 0.000413949 0.00194731 1.95167e-05 -7.66095e-06 -0.00065368
internal_weight=1.32551e+06 66011 27461 13704 13757 13527 8412 8277 1.2595e+06 177983 102561 10847 75422 32171 9447 43251 21177 22074 91714 42765 9093 48949 377 14140 22724 21316 8943 1.08152e+06 1.00453e+06 28012
internal_count=1325514 66011 27461 13704 13757 13527 8412 8277 1259503 177983 102561 10847 75422 32171 9447 43251 21177 22074 91714 42765 9093 48949 377 14140 22724 21316 8943 1081520 1004533 28012
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=31
num_cat=1
split_feature=24 79 52 18 32 75 35 37 100 136 92 19 52 39 52 30 21 22 122 36 99 120 84 1 35 135 23 38 132 28
split_gain=2.75023 5.0595 4.88319 4.20191 3.95084 3.82386 3.71143 3.99293 3.53146 3.81141 3.50064 7.48558 6.71817 5.11438 4.81075 5.13083 4.99071 4.76215 4.70956 4.61801 4.55466 5.04301 5.62261 4.34341 5.31517 5.50809 4.57696 5.18709 6.90429 4.72887
threshold=187.50000000000003 1.235000014305115 28.845000267028812 15.405000209808351 21.849999427795414 0.54829001426696788 13.550000190734865 22.94999980926514 -0.183118961751461 0 -0.60771813988685597 10.405000209808351 5.7950000762939462 12.150000095367433 3.3449999094009404 1022.2500000000001 5.1449999809265146 7.9649999141693124 0.18222858756780627 15.949999809265138 -0.91009169816970814 -0.49240480363368982 0.83107540011405956 328.50000000000006 15.150000095367433 1018.7500000000001 6.7850000858306894 14.84999990463257 1014.9500122070314 1014.6499938964845
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 5 3 4 8 -1 -5 -8 9 -3 11 12 17 -14 16 20 -13 18 23 -19 21 -16 -23 24 26 -26 29 28 -28 -2
right_child=10 2 -4 6 -6 -7 7 -9 -10 -11 -12 14 13 -15 15 -17 -18 19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=2.0812877017489017e-05 0.0011569368307328754 0.00075840635502125002 -0.0040766321746826878 0.00032463271978693751 0.0082586952957776402 -0.0033841184084559156 0.0031561277467536094 -0.014860909746118612 0.0013169887443910647 -0.0010098238465954411 1.8540870700057696e-05 0.00036228275989569944 -0.0012379949771746516 0.0017108571635940104 2.2104588350914172e-05 -0.0041501705061546858 -0.0013342106297076174 0.00045696472499079778 -0.0011112520881444387 0.0051013643217227515 0.00025968271535497638 -0.0025920794450277652 0.00011928055882620857 -0.00085135157363494919 -0.00061414753993426689 -0.013305921555323483 -0.00080294952464984067 0.0014226233125135363 -0.008633252039441321 6.2075896351988284e-05
leaf_weight=37707 21431 7080 497 1925 167 843 3835 31 8591 5335 1081520 5164 1754 9093 9174 829 27007 1457 10946 846 24738 5609 2901 12683 14309 86 8637 2758 291 18270
leaf_count=37707 21431 7080 497 1925 167 843 3835 31 8591 5335 1081520 5164 1754 9093 9174 829 27007 1457 10946 846 24738 5609 2901 12683 14309 86 8637 2758 291 18270
internal_value=1.21345e-06 0.00031581 0.000834454 0.000924975 0.000598547 -5.36452e-05 0.00211846 0.00301166 0.000537648 -1.64377e-06 -1.52747e-05 -0.000220756 5.73124e-05 0.00123402 -0.000598881 -0.000254482 -0.00106189 -8.18563e-05 -0.00013968 0.00216307 -0.000178354 -0.000791119 -0.0016678 -4.14395e-06 0.000159201 -0.000689972 0.000397079 -0.000472682 -0.00105817 0.000653093
internal_weight=1.32551e+06 66011 27461 26964 21173 38550 5791 3866 21006 12415 1.2595e+06 177983 102561 10847 75422 43251 32171 91714 89411 2303 42422 17684 8510 78465 65782 14395 51387 11686 8928 39701
internal_count=1325514 66011 27461 26964 21173 38550 5791 3866 21006 12415 1259503 177983 102561 10847 75422 43251 32171 91714 89411 2303 42422 17684 8510 78465 65782 14395 51387 11686 8928 39701
cat_boundaries=0 1
cat_threshold=99
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=31
num_cat=2
split_feature=84 127 136 36 93 20 30 120 32 7 16 107 13 36 72 13 136 40 127 30 76 84 6 19 3 41 84 88 94 67
split_gain=2.47937 2.5175 4.44068 5.54412 4.91906 4.8716 4.93159 4.76615 5.28504 4.05277 4.17203 3.23897 4.91815 7.46788 7.46599 7.73802 5.30948 7.15192 5.15156 4.9107 4.89173 5.54483 5.52555 6.28631 5.5168 5.35725 4.86121 4.53798 4.21082 4.12609
threshold=0.92681768536567699 0.76037701964378368 0 8.8499999046325701 -0.81544163823127735 5.8450000286102304 1017.6499938964845 -0.46173103153705591 8.3499999046325701 8.4499998092651385 8.0099999904632586 -0.72313994169235218 0.76499998569488536 16.44999980926514 0.60026052594184887 1.3650000095367434 1 8.7500000000000018 0.19936034083366397 1002.9500122070314 5.1649999618530282 0.80653899908065807 5.8500001430511483 9.5450000762939471 293.50000000000006 12.550000190734865 0.69047847390174877 0.12972998619079593 -0.90219658613204945 4.8849999904632577
decision_type=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 2 2
left_child=1 11 3 5 7 -3 -7 8 9 -5 -11 12 16 -14 20 -16 17 -1 -17 -20 -15 22 23 26 25 -23 -22 -13 -18 -25
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 -12 27 13 14 15 18 28 -19 19 -21 21 24 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0017473426846656972 -0.0010974383142724586 -0.0023132880425799896 -1.700443073749562e-05 0.0026452668213795944 -0.00032606752691078874 0.0050440383663577643 0.02192494343912256 -0.0042849572152332269 -0.0013336180550938296 0.036658469866961245 0.0078787907688392285 -8.70223673596627e-06 0.0001084007346590052 0.00081391531187582607 -0.00087734612176329366 0.0016488157703510458 -0.0023155146750406231 0.02463772023362773 0.016905753083604699 -0.0002404725585660757 0.024195391745180699 0.003499644395569108 0.00087912640878033135 0.0085974710006540538 2.3469262619392834e-05 -3.8238063885823141e-05 0.0095995879910201823 -0.0015253809393195304 -0.00043891035205040596 0.00051537677387177971
leaf_weight=1363 5116 101 345373 156 71868 116 69 1405 6185 20 34 544436 272173 18358 10964 8916 3960 35 42 7266 74 4323 524 302 3162 1422 249 4977 12194 331
leaf_count=1363 5116 101 345373 156 71868 116 69 1405 6185 20 34 544436 272173 18358 10964 8916 3960 35 42 7266 74 4323 524 302 3162 1422 249 4977 12194 331
internal_value=1.15268e-06 5.40927e-06 -9.47451e-05 -0.000430501 -0.000455502 0.00651849 0.0113402 -0.00164809 -0.00106876 0.00673195 0.0185379 5.30014e-05 0.000172916 0.000216537 0.000742737 0.000148756 -0.000642523 0.00230394 0.000842185 -0.000141931 0.00130454 0.00217168 0.00500571 0.00726755 0.00170077 0.00262395 0.0129435 -2.24415e-05 -0.000898386 0.00437129
internal_weight=1.32551e+06 1.3204e+06 425327 79954 79668 286 185 7800 6395 210 54 895071 345658 328106 55933 27188 17552 1398 16224 7308 28745 10387 1480 956 8907 5745 323 549413 16154 633
internal_count=1325514 1320398 425327 79954 79668 286 185 7800 6395 210 54 895071 345658 328106 55933 27188 17552 1398 16224 7308 28745 10387 1480 956 8907 5745 323 549413 16154 633
cat_boundaries=0 1 2
cat_threshold=5186 4246
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=31
num_cat=0
split_feature=24 89 23 53 77 16 4 34 67 65 94 32 37 65 92 19 53 120 34 19 84 72 31 29 4 124 83 10 31 52
split_gain=2.48102 4.75541 4.37561 4.14576 3.94667 4.61024 5.57174 4.89587 4.52442 3.99177 3.66718 3.63592 3.41677 3.22987 3.21304 6.67281 6.94464 6.5312 5.43196 5.04661 6.3469 5.38567 5.27817 5.05405 4.4489 5.91718 4.57348 4.56458 5.76003 7.04774
threshold=187.50000000000003 0.26681134104728704 4.0350000858306894 29.695000648498539 1.935000002384186 15.405000209808351 4.7500000000000009 13.34999990463257 2.8149999380111699 1.7649999856948855 0.0048471274785697469 21.650000572204593 22.94999980926514 14.50500011444092 -0.65329369902610768 10.405000209808351 2.7050000429153447 1.0000000180025095e-35 15.34999990463257 7.4149999618530282 0.62396642565727245 0.51485669612884533 1013.7500000000001 1017.3500061035157 0.15000000223517421 -0.095842104405164705 292.22436523437506 7.3500001430511483 1014.4500122070314 0.78499999642372142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 11 8 -7 -8 -11 -6 -9 -10 15 16 17 18 24 -18 22 -22 -21 -23 25 -2 -27 28 -26 -30
right_child=14 2 -4 -5 5 7 9 12 13 10 -12 -13 -14 -15 -16 -17 19 -19 -20 20 21 23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-3.8429163909098968e-05 0.017105883434970878 -0.011867194278882101 0.0027957916489314534 -0.0047162039592657376 0.0011161785319771542 0.0026817906029990091 0.0012662587145209053 0.0030724004507012232 -0.0026577107444958128 -0.0021287156536569634 0.0006815462424449388 0.0093919823474802634 -0.013863386820691329 0.0066200377844164481 1.6724208764965314e-05 -0.0005867002797231239 -0.0006882591867897063 -0.0014418160771096974 -0.0011189528713664893 0.0157748465354626 0.0026879473734664205 0.00081587345993960154 0.00053834597105252568 -0.0012639455403540218 0.00041992941399278031 -0.0069564998811601029 0.0026480023513744916 0.0006872544237926455 0.0009313133184840613 -0.0020288231139328878
leaf_weight=41190 67 52 2359 423 7856 927 2039 4087 1168 4009 1634 135 30 102 1091886 70934 6391 10086 9529 130 3340 23730 101 3331 10371 133 1821 17304 2732 7617
leaf_count=41190 67 52 2359 423 7856 927 2039 4087 1168 4009 1634 135 30 102 1091886 70934 6391 10086 9529 130 3340 23730 101 3331 10371 133 1821 17304 2732 7617
internal_value=1.09504e-06 0.000299897 0.00247954 0.00021727 0.000250302 0.000791204 0.000331662 0.00193191 2.59707e-05 -0.000629845 -0.00131497 0.00125599 0.00294899 -0.00191257 -1.45653e-05 -0.000218391 5.18295e-05 -0.000281992 -4.60215e-05 0.000589759 0.000856403 0.000793665 0.009113 0.000559864 0.00020929 0.00249525 0.00199427 8.77904e-05 -0.000412843 -0.00124739
internal_weight=1.32551e+06 66011 2411 63600 63177 21987 15673 6314 2197 7682 5643 7991 4117 1270 1.2595e+06 167617 96683 59660 49574 37023 30632 30401 231 27061 40045 2021 1954 38024 20720 10349
internal_count=1325514 66011 2411 63600 63177 21987 15673 6314 2197 7682 5643 7991 4117 1270 1259503 167617 96683 59660 49574 37023 30632 30401 231 27061 40045 2021 1954 38024 20720 10349
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=31
num_cat=1
split_feature=127 136 65 79 62 29 125 85 37 110 37 110 52 86 26 40 113 62 23 36 31 92 15 98 15 34 73 101 55 118
split_gain=2.30756 5.66059 5.55099 5.24454 6.83792 5.05032 4.57807 3.68035 3.20972 3.67797 3.0297 2.9597 4.25801 4.11067 4.24515 3.59894 3.14101 3.76973 3.95969 4.40615 3.9673 3.31937 3.10984 3.02964 4.32311 3.25436 2.94421 2.92635 2.84598 2.83788
threshold=0.83385404944419872 0 0.67500001192092907 24.054999351501468 0.55228614807128917 1005.8500061035157 0.9238443672657014 0.91592475771904003 20.44999980926514 -0.16425187140703199 9.8499999046325701 0.72736319899559032 1.3049999475479128 0.53829842805862438 178.50000000000003 6.9500000476837167 -0.55191597342491139 0.25805038213729864 5.8650000095367441 13.750000000000002 1017.4500122070314 -0.94443809986114491 2.3850001096725468 -0.92845943570137013 0.70499998331069957 12.650000095367433 0.42926435172557836 -0.46946585178375239 0.10500000044703485 0.98321744799613964
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 7 27 4 6 -5 8 11 -4 -10 -9 12 13 -2 15 -15 21 18 -18 20 -20 22 -14 24 25 -13 -19 -3 -7 -23
right_child=1 2 3 5 -6 28 -8 10 9 -11 -12 23 16 14 -16 -17 17 26 19 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.7557801102937018e-05 0.019537339115049693 0.0026636006321672017 -0.00089769661693035795 0.013552786866785028 -0.00028188366045658566 0.0083183801109227556 -0.0025033900110527901 -0.0094988280746808942 0.0018768818433126137 -0.0055302831409115389 -0.0017730480241498097 -0.00051494452171027669 -0.003901260928185202 0.0050885834758553437 0.0014614244199865601 0.031042373569851574 -0.002611067936356579 -0.002794604789316694 0.014262955901878222 0.0011189674779486199 0.04301224011440008 0.0001758953683712622 0.0062679316680205157 5.7813638165431649e-05 -0.0013636732515550712 0.02679421146749519 0.0027668892004526018 -1.8366685834321321e-05 0.00020460648284677439 0.019020126918330788
leaf_weight=1014628 32 1034 31026 72 39670 109 5881 148 217 736 890 20 798 34 6770 22 35 295 28 26 21 19173 83 122787 4777 24 1231 62187 12740 20
leaf_count=1014628 32 1034 31026 72 39670 109 5881 148 217 736 890 20 798 34 6770 22 35 295 28 26 21 19173 83 122787 4777 24 1231 62187 12740 20
internal_value=1.04029e-06 -0.000118141 -0.000333927 -0.000585184 -0.000740613 0.000347434 -0.00122127 9.2799e-05 -0.000985489 -0.00384366 -0.0028746 0.000112527 0.000572557 0.00165864 0.00157483 0.0152847 0.000229472 0.00233616 0.0112757 0.0177562 0.0265841 5.778e-05 -0.00294321 9.53904e-06 -0.00121998 0.014381 0.00169176 2.54978e-05 0.000273437 0.000195532
internal_weight=1.32551e+06 310886 153672 90451 77530 12921 37860 157214 31979 953 1038 156176 28568 6858 6826 56 21710 1636 110 75 49 20074 881 127608 4821 44 1526 63221 12849 19193
internal_count=1325514 310886 153672 90451 77530 12921 37860 157214 31979 953 1038 156176 28568 6858 6826 56 21710 1636 110 75 49 20074 881 127608 4821 44 1526 63221 12849 19193
cat_boundaries=0 1
cat_threshold=2456
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=31
num_cat=3
split_feature=67 64 55 69 12 17 6 117 136 33 30 33 61 53 68 31 99 115 32 78 136 67 99 53 31 106 89 136 52 17
split_gain=2.54447 11.1908 5.6494 5.68653 6.2553 5.90808 6.9479 5.92411 5.73657 8.15801 4.94165 4.64841 4.48826 4.22687 4.08663 4.53404 5.06383 4.58313 4.00331 3.95667 3.93783 3.88769 3.84857 4.44942 3.84736 3.78728 3.73753 5.32968 3.73441 7.07289
threshold=8.3550000190734881 8.805000305175783 3.0049999952316289 278.50808715820318 2.5649999380111699 14.550000190734865 6.2500000000000009 -0.55191597342491139 0 17.250000000000004 1017.9500122070314 13.750000000000002 0.34480653703212744 0.034999999217689044 330.43556213378912 1016.9500122070314 -0.77096131443977345 -0.59480014443397511 6.8500001430511483 0.53499999642372142 1 12.855000019073488 -0.30696399509906763 3.3249999284744267 1007.3500061035157 0.080630075186491026 0.064214784651994719 2 2.7849999666213994 10.405000209808351
decision_type=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 1 2 2
left_child=2 21 12 26 5 6 8 11 9 24 -8 18 14 -14 25 -16 -17 -18 -7 -15 -20 -2 -10 -24 -5 -1 -4 -28 -3 -30
right_child=1 28 3 4 -6 7 10 -9 22 -11 -12 -13 13 19 15 16 17 -19 20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=2.6271358777856213e-05 -0.00041378070919421088 0.00049960974124325019 -0.00010380451177708379 -0.0011896848706441018 -0.00061801512421207506 0.0059078941590519803 -0.00019375206443168584 -0.00047034882958562246 0.00090235077598823797 0.012401466238250967 0.00168981645919432 0.0020505409790506422 0.0022613572561895993 -0.0019441535283867151 0.00032224941292730426 -0.0012687428315932101 0.0154403091427089 0.0049443148325428428 0.0022014083177225785 -0.00028055263873419899 -0.0011754813536757943 -0.0012342110258271796 0.02654416887710492 0.0043400723497373063 0.0023792206197560772 -0.0032014077880420117 0.0024930984276373474 -0.0010397698052112905 -0.00067078033280489047 6.8711241625772735e-05
leaf_weight=711483 36084 34437 72511 808 9845 267 14388 16592 20963 197 4594 5501 1593 3686 1607 275 124 645 1119 117777 3663 24072 30 91 11545 910 3236 1587 39108 186700
leaf_count=711483 36084 34437 72511 808 9845 267 14388 16592 20963 197 4594 5501 1593 3686 1607 275 124 645 1119 117777 3663 24072 30 91 11545 910 3236 1587 39108 186700
internal_value=-4.76914e-06 -0.000127466 3.4346e-05 0.00029996 0.000571068 0.000717843 0.00102692 0.000118681 0.00145856 0.00230493 0.000262107 0.00104505 -1.85604e-05 -0.000297478 2.94401e-05 0.00198892 0.00455438 0.00663678 -5.04546e-05 -0.000331037 -0.000383135 -0.000742084 0.000953221 0.00984522 0.00214578 2.21484e-05 -1.41579e-05 0.00133363 1.46038e-05 -5.93623e-05
internal_weight=1.32544e+06 320401 1.00504e+06 166937 89603 79758 52616 27142 33634 12550 18982 10550 838100 123056 715044 2651 1044 769 5049 121463 4782 60156 21084 121 12353 712393 77334 4823 260245 225808
internal_count=1325438 320401 1005037 166937 89603 79758 52616 27142 33634 12550 18982 10550 838100 123056 715044 2651 1044 769 5049 121463 4782 60156 21084 121 12353 712393 77334 4823 260245 225808
cat_boundaries=0 1 2 3
cat_threshold=594 4208 2595
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=31
num_cat=4
split_feature=84 136 67 64 55 8 35 3 81 16 24 30 32 37 136 54 126 136 33 136 104 59 55 29 122 24 67 29 38 30
split_gain=2.45178 2.9485 2.40037 10.0978 5.07096 5.1198 6.45586 6.24772 5.64202 7.95229 8.54781 4.86762 6.85072 4.61111 4.93433 4.28229 4.27478 4.95619 5.57338 4.18934 4.05445 5.89246 3.98587 3.95712 3.93663 4.80494 3.93328 4.09633 3.88228 4.9116
threshold=0.92681768536567699 0 8.3550000190734881 8.805000305175783 3.0049999952316289 6.9500000476837167 3.6499999761581425 292.50000000000006 276.80102539062506 14.550000190734865 196.50000000000003 1017.6499938964845 12.250000000000002 18.550000190734867 1 19.835000038146976 -0.59480014443397511 2 18.349999427795414 3 0.069743972271680846 205.1338806152344 5.8949999809265146 1021.2500000000001 -0.41467745602130884 245.50000000000003 2.8750000000000004 1014.0499877929689 12.449999809265138 1019.2500000000001
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 15 8 7 -7 -6 16 23 12 20 19 -15 -1 17 -10 28 26 -8 -22 -20 -11 25 -12 27 -14 29 -19
right_child=1 -3 3 -5 5 6 11 -9 9 10 24 -13 13 14 -16 -17 -18 18 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.0234170179233023e-06 0.0017478966279491151 -0.0015936858345881315 -0.00070501870924025709 1.5398176977947126e-05 -2.7166485151201958e-05 -0.0020025307046772781 -0.0018311837158188052 0.006842423901408501 -0.00011154485632148483 0.001789404679465384 0.0014666074184580106 0.0005784279850390454 -0.0057645142200052936 -0.0091722155160648862 -0.001438143903524296 -0.0020222055028855917 0.0010254946580396838 0.0085485263808874525 0.0071721322365596689 0.00032487079526873389 0.018721567082025534 0.00094208249926610503 0.032325222675821615 -0.005949219989110909 -0.00094325396530138398 -0.00063070028948786694 -1.239556259523044e-05 -0.0011779238371527297 0.0024673683734902207 -0.002491919560449534
leaf_weight=832173 770 4378 59861 259499 34134 291 9091 636 1256 7333 5184 16960 789 219 2234 2642 35552 578 36 26339 53 386 28 169 12230 5771 2611 1271 2842 122
leaf_count=832173 770 4378 59861 259499 34134 291 9091 636 1256 7333 5184 16960 789 219 2234 2642 35552 578 36 26339 53 386 28 169 12230 5771 2611 1271 2842 122
internal_value=-4.52975e-06 -0.00109358 -2.83397e-07 -0.000119637 3.7798e-05 0.00029009 -7.4861e-05 0.00406585 0.00050122 0.000754886 0.000148057 -0.000138885 -0.000421853 -8.50288e-05 -0.00217188 -1.24042e-05 0.00121566 0.00260621 0.00354331 8.00488e-05 -0.00160455 0.00308858 0.0181766 0.00161507 -0.000326628 0.000361764 -0.00129838 -0.00293463 0.0032889 0.00662433
internal_weight=1.32544e+06 5148 1.32029e+06 319360 1.00093e+06 166115 60880 927 105235 71101 30687 59953 42993 33463 2453 834815 40414 4862 3606 31010 9530 439 64 7502 23185 10955 4671 2060 3542 700
internal_count=1325438 5148 1320290 319360 1000930 166115 60880 927 105235 71101 30687 59953 42993 33463 2453 834815 40414 4862 3606 31010 9530 439 64 7502 23185 10955 4671 2060 3542 700
cat_boundaries=0 1 2 3 4
cat_threshold=834 256 3248 86
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=31
num_cat=0
split_feature=84 83 31 30 98 14 67 64 55 69 12 17 6 117 34 23 82 54 3 52 54 28 105 4 25 31 72 88 127 57
split_gain=2.21265 2.44075 3.69507 3.95519 2.63774 2.175 2.16618 9.11327 4.57554 5.05033 5.52051 5.22146 5.76149 5.0504 3.99916 5.6729 3.99638 4.40602 3.91532 3.96494 3.86476 3.85419 3.77943 3.52802 3.77077 3.69382 3.6906 3.54422 3.49529 5.47383
threshold=0.92681768536567699 312.63513183593756 1022.7500000000001 1010.5499877929689 -0.73747840523719776 1.7250000238418581 8.3550000190734881 8.805000305175783 3.0049999952316289 278.50808715820318 2.5649999380111699 14.550000190734865 6.2500000000000009 -0.49240480363368982 5.8500001430511483 6.3250000476837167 276.93365478515631 6.1349999904632577 159.50000000000003 18.214999198913578 19.835000038146976 1019.8500061035157 0.33889241516590124 4.2500000000000009 186.50000000000003 1023.2500000000001 0.75633269548416149 0.29309326410293585 -0.92384436726570118 232.33766174316409
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 -5 8 28 20 23 11 12 16 18 15 -14 -11 -18 19 -13 22 -19 -1 24 25 26 27 -10 -8 -30
right_child=1 2 4 5 -6 -7 7 -9 9 10 -12 13 14 -15 -16 -17 17 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.3920790675394943e-06 -0.0015991887201453746 0.0081297207899303347 0.026442869269521909 0.0048725214506779519 0.0018566614296287301 -0.0018590005704290473 0.00063747427715259673 1.4628268903287572e-05 0.0015029288023897119 -1.259477443772371e-06 -0.00059201961014073378 -0.0010695725315599703 0.012590502227163493 -0.00045135069157414289 0.0001749146213189132 -0.0024590539460439447 0.0010420212165246582 0.0027386831909590923 0.0015239536261442831 0.0067754358411303648 -0.001921095221430741 0.0005335235015318235 -0.0026278121616100706 -0.00039432970762104977 9.1113873329599291e-05 -0.01135226407038447 -0.0035058698160648945 0.0063160422301275637 -0.0014294531607067782 -0.00039852280552769154
leaf_weight=830801 4070 145 24 143 20 746 4711 259499 5338 4672 9730 2771 153 16242 18531 106 16518 9795 7881 171 2642 2484 1372 34729 36185 56 341 412 20484 34666
leaf_count=830801 4070 145 24 143 20 746 4711 259499 5338 4672 9730 2771 153 16242 18531 106 16518 9795 7881 171 2642 2484 1372 34729 36185 56 341 412 20484 34666
internal_value=-4.30712e-06 -0.00103888 0.00107656 0.000472694 0.0152673 -0.000776202 -2.73164e-07 -0.000113655 3.59029e-05 0.000275554 0.000532012 0.000669888 0.000961823 0.000106198 0.000261151 0.00643122 0.00135519 0.00157526 0.000942908 -0.000613591 -1.1784e-05 0.00229259 -5.72225e-06 -2.08161e-05 0.000285613 0.00143055 0.00154808 0.0018478 -0.000669768 -0.000781434
internal_weight=1.32544e+06 5148 1078 1034 44 889 1.32029e+06 319360 1.00093e+06 166115 89054 79324 52259 27065 18790 259 33469 28797 10823 2942 834815 12279 832173 77061 42332 6147 6091 5750 59861 55150
internal_count=1325438 5148 1078 1034 44 889 1320290 319360 1000930 166115 89054 79324 52259 27065 18790 259 33469 28797 10823 2942 834815 12279 832173 77061 42332 6147 6091 5750 59861 55150
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=31
num_cat=2
split_feature=63 71 91 55 64 58 54 39 20 36 19 56 82 54 34 28 118 39 124 71 83 65 34 136 82 52 11 75 136 79
split_gain=2.0581 2.17819 2.94657 3.2427 2.1512 4.21699 5.79919 10.728 3.45974 6.12489 4.43368 4.08202 3.84238 3.58239 5.72926 5.0885 6.40001 4.52479 3.59926 3.89434 3.46204 6.0015 3.76938 3.40001 3.39511 3.13703 3.3301 3.02214 3.97897 3.62499
threshold=0.89305365085601818 183.6177673339844 -0.35088092088699335 6.3450000286102304 29.974999427795414 148.25415039062503 42.254999160766609 10.84999990463257 6.9849998950958261 9.6500000953674334 9.5450000762939471 334.98197937011724 308.95425415039068 23.195000648498539 12.050000190734865 1012.9500122070314 0.35019405186176306 18.650000572204593 -0.94260558485984791 311.29489135742193 319.82859802246099 58.975000381469734 14.150000095367433 0 321.85664367675787 0.92500001192092907 7.6499998569488534 0.74865114688873302 1 6.7750000953674325
decision_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 1 2
left_child=4 -2 -3 -4 27 6 -6 -8 9 11 12 23 -10 14 -12 16 -16 18 19 -18 21 -20 -23 24 -7 -17 -27 -1 -29 -30
right_child=1 2 3 -5 5 8 7 -9 10 -11 13 -13 -14 -15 15 25 17 -19 20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=2.5053245098955392e-05 -0.017027871143072842 -0.00062904399048407489 -0.0049065640440676371 0.0051095899159499091 -0.0013006166731669244 0.0057473345909698379 -0.0336110079754144 0.00029219070981655802 6.4838499574023905e-05 0.00079420039273586499 2.7257143307690415e-05 0.021620626490200974 -0.0020948092262465731 7.3042913346240445e-05 -0.00055625722136118415 0.020633339341729881 0.0049895239812100221 0.018665743332777946 0.0032095846192859729 0.020489043407636048 -0.00054116589124230958 0.013707109003955005 0.0025304863908661344 0.00093979965934781859 0.018208390787716897 0.0017649032265133341 -0.00037577391587317448 -0.00043674537001760417 0.00034898147132176384 -0.00018109719170359665
leaf_weight=981749 20 17374 100 421 2389 413 40 56 4658 7734 10795 36 3692 44363 929 20 105 53 2026 66 446 245 109 404 63 4048 3296 89547 46882 103359
leaf_count=981749 20 17374 100 421 2389 413 40 56 4658 7734 10795 36 3692 44363 929 20 105 53 2026 66 446 245 109 404 63 4048 3296 89547 46882 103359
internal_value=-4.09177e-06 -0.000536371 -0.00051794 0.0031871 3.20125e-06 0.000244928 -0.00178481 -0.0138341 0.000305333 0.00125209 0.000195924 0.00511812 -0.000890062 0.000332282 0.00085178 0.00163647 0.00307716 0.00418386 0.00392776 0.0109718 0.00350153 0.00425911 0.0102657 0.00444302 0.0072444 0.000858018 0.000804164 -1.38143e-05 -0.000172947 -1.56876e-05
internal_weight=1.32544e+06 17915 17895 521 1.30752e+06 85986 2485 96 83501 8650 74851 916 8350 66501 22138 11343 3979 3050 2997 171 2826 2380 354 880 476 7364 7344 1.22154e+06 239788 150241
internal_count=1325438 17915 17895 521 1307523 85986 2485 96 83501 8650 74851 916 8350 66501 22138 11343 3979 3050 2997 171 2826 2380 354 880 476 7364 7344 1221537 239788 150241
cat_boundaries=0 1 2
cat_threshold=70 7171
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=31
num_cat=1
split_feature=84 136 121 83 33 42 31 67 21 76 126 95 97 113 63 8 32 69 30 95 42 97 36 10 67 102 59 105 67 29
split_gain=1.96416 2.58353 1.97669 3.39506 5.48956 6.58481 7.64667 8.1956 6.31068 7.01417 5.15463 4.97585 4.61204 5.72815 4.78296 4.50362 4.48058 4.55725 4.00279 3.49522 3.48383 4.27649 3.47881 6.9057 6.43285 5.46477 5.57069 4.65455 6.93505 5.69376
threshold=0.92681768536567699 0 -0.53727915883064259 312.42558288574224 14.550000190734865 11.250000000000002 1014.8500061035157 2.8750000000000004 5.0850000381469735 8.8450002670288104 0.98897820711135875 -0.97978997230529774 -0.50932103395462025 -0.58068084716796864 0.25899139046669012 1.8499999642372134 12.449999809265138 320.12919616699224 1016.2500000000001 -0.78546997904777516 11.949999809265138 -0.44457505643367762 17.849999427795414 1.0000000180025095e-35 59.344999313354499 0.15415468811988833 222.94960784912112 -0.67288088798522938 11.244999885559084 1009.6499938964845
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=2 -2 -1 22 5 16 7 -7 9 10 -8 -10 13 -9 -15 18 19 -18 -13 -5 -17 -22 25 27 -25 26 -4 28 29 -24
right_child=1 -3 3 4 -6 6 8 12 11 -11 -12 15 -14 14 -16 20 17 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=6.6329726224663421e-05 -0.0016062308309752597 0.0010104274409819852 -0.00095508687573946929 -0.0018304426366432568 -0.0011346234896856887 -0.0072598026127060761 -0.010978941952523131 0.00070502991932638306 0.015735024046582457 0.031691576817797294 0.020818880362436176 0.032571626661102408 -0.0055950225526056087 0.03193026130589155 0.0086292543169596073 0.0052271207884504378 -6.2476132081317024e-05 0.0014615310010686793 0.0069305976896753751 -0.0003957440964901522 -0.00194592908707837 0.012879873634126314 0.028878918970720126 0.00025860056700799459 0.024234256783217594 2.690351254988451e-05 -0.00013471961744789511 -0.0024215501949268123 -0.00088531757473253505 0.0052774250422177203
leaf_weight=606049 3911 1237 29650 4707 17389 332 26 300 84 45 25 23 136 26 144 528 25548 6071 45 43265 490 54 26 34211 28 480213 68504 334 547 1490
leaf_count=606049 3911 1237 29650 4707 17389 332 26 300 84 45 25 23 136 26 144 528 25548 6071 45 43265 490 54 26 34211 28 480213 68504 334 547 1490
internal_value=-3.88699e-06 -0.000978638 -8.6296e-08 -5.64417e-05 -0.000327817 -0.00015641 0.00250618 -0.000945489 0.00495897 0.0173035 0.00460823 0.00399076 0.00251384 0.00486023 0.0121929 0.0031254 -0.000231948 0.000230141 0.0156033 -0.000536516 0.00233389 -0.00047425 -1.26521e-05 0.00045984 0.000278207 -4.25815e-05 -0.000382533 0.0030543 0.00394084 0.0056822
internal_weight=1.32544e+06 5148 1.32029e+06 714241 99238 81849 2258 938 1320 96 51 1224 606 470 170 1140 79591 31619 68 47972 1072 544 615003 36636 34239 578367 98154 2397 2063 1516
internal_count=1325438 5148 1320290 714241 99238 81849 2258 938 1320 96 51 1224 606 470 170 1140 79591 31619 68 47972 1072 544 615003 36636 34239 578367 98154 2397 2063 1516
cat_boundaries=0 1
cat_threshold=3249
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=31
num_cat=4
split_feature=36 84 67 67 63 135 95 35 21 136 123 23 23 60 52 89 12 23 31 23 136 38 5 75 13 0 136 38 63 136
split_gain=3.18222 4.24825 2.30074 2.77403 2.25731 2.6909 3.47917 2.59575 2.81006 3.20814 3.43234 2.55409 2.52598 2.5062 8.00139 6.06752 5.28343 7.88125 8.75438 4.74602 4.62437 9.11976 4.76263 4.60519 9.71641 5.925 7.04182 7.10625 6.81709 5.65565
threshold=6.9500000476837167 0.85166704654693615 1.9049999713897707 1.3550000190734866 0.82842615246772777 1021.3500061035157 -0.88053292036056507 15.750000000000002 6.2750000953674325 0 0.11319890245795251 9.4149999618530291 10.065000057220461 0.44940736889839178 8.805000305175783 -0.33982968330383295 3.1450001001358037 7.9049999713897714 1016.9500122070314 7.4649999141693124 1 13.84999990463257 4.4500000476837167 0.68278241157531749 1.3149999976158144 303.50000000000006 2 17.750000000000004 0.32804518938064581 3
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 1 2 2 1
left_child=1 -1 3 -3 5 13 -7 -6 -9 10 12 -12 -10 14 23 -16 -17 -18 -19 -15 21 -21 -23 -2 29 -26 27 28 -27 -25
right_child=4 2 -4 -5 7 6 -8 8 9 -11 11 -13 -14 19 15 16 17 18 -20 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0043526332255413467 3.7031285023294576e-05 0.0089563345438555663 0.0056656150150552606 0.030956957136969207 -0.00038682528190381202 -0.012208998488652445 -0.0012264589725025957 -0.004334992206738315 0.0034191497729598066 0.0001859837734823278 0.0046616008617128279 0.01582484751556288 -0.0025098322173315018 -3.0766865549657138e-05 -0.0016154329558494196 0.0011394177654417154 -0.0010457948375875578 -0.033753943861358694 0.00045557350968010728 0.00027007978035906524 9.8969855901583434e-05 0.0021496058744573227 0.00055787741507451504 1.4920552793342196e-05 -0.00054535498869632269 0.0020443532436603571 -0.0004446951589298163 -0.0059387302906730053 0.00036389698016584308 -0.0018665141812803524
leaf_weight=82 790407 38 144 23 55868 74 2827 236 847 2346 129 85 228 194636 13121 3673 229 45 32 46219 85282 12439 7553 5627 39690 8531 20245 390 20628 13814
leaf_count=82 790407 38 144 23 55868 74 2827 236 847 2346 129 85 228 194636 13121 3673 229 45 32 46219 85282 12439 7553 5627 39690 8531 20245 390 20628 13814
internal_value=1.41675e-06 0.0052658 0.00911317 0.0172517 2.76635e-07 1.44551e-05 -0.00150661 -0.000300069 0.000952042 0.0012953 0.00328733 0.0090956 0.00216165 1.79501e-05 -2.53432e-05 -0.00109677 0.000613532 -0.00569881 -0.019537 0.000132576 0.000342437 0.000655916 0.00154825 -4.97091e-06 -0.000309757 -8.9644e-05 0.000273596 0.000765612 0.000855545 -0.0013229
internal_weight=1.32549e+06 287 205 61 1.3252e+06 1.26546e+06 2901 59739 3871 3635 1289 214 1075 1.26256e+06 916432 17100 3979 306 77 346129 151493 66211 19992 899332 108925 89484 49794 29549 29159 19441
internal_count=1325488 287 205 61 1325201 1265462 2901 59739 3871 3635 1289 214 1075 1262561 916432 17100 3979 306 77 346129 151493 66211 19992 899332 108925 89484 49794 29549 29159 19441
cat_boundaries=0 1 2 3 4
cat_threshold=832 912 994 180
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=31
num_cat=2
split_feature=36 84 102 107 131 62 38 63 35 21 136 123 23 93 80 23 60 52 57 58 30 88 33 12 23 31 22 20 136 55
split_gain=2.87195 3.83405 2.19759 2.5745 2.17729 2.21606 2.25324 2.07946 2.32984 2.53354 2.93234 3.08207 2.44476 2.37391 2.97288 2.27159 2.13409 7.19406 5.46731 4.71529 7.35135 5.86179 5.07117 4.67515 7.32918 8.22117 4.6344 6.18816 5.88831 4.87438
threshold=6.9500000476837167 0.85166704654693615 0.19555817544460299 -0.58219209313392628 343.50000000000006 0.4496267586946488 16.750000000000004 0.82842615246772777 15.750000000000002 6.2750000953674325 0 0.35019405186176306 10.065000057220461 -0.86965125799179066 291.17927551269537 9.4949998855590838 0.44940736889839178 8.805000305175783 201.28523254394534 227.91285705566409 1018.4500122070314 -0.020802277140319344 14.550000190734865 3.1450001001358037 7.9049999713897714 1016.9500122070314 9.6649999618530291 7.305000066757203 1 0.74500000476837169
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 1 2
left_child=1 -1 -3 -4 7 6 -6 16 -9 13 11 12 -11 14 -10 -13 17 -2 23 20 21 26 -23 -19 -25 -26 27 29 -29 -18
right_child=4 2 3 -5 5 -7 -8 8 9 10 -12 15 -14 -15 -16 -17 19 18 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.004135001528576562 -3.7865675721109084e-06 0.023981283578489509 -0.0033353749662637711 0.010323258152873126 -0.004624606457151504 -0.00065194075888944125 0.010698286801576615 -0.0003692726071771429 -0.022654280653505617 0.0034050045347484023 0.00016979815351563559 0.0047325141756180498 -0.0023859083404228014 -0.00059481554132697614 -0.0028962917160242799 0.01650749613558326 0.001068149178560181 0.0010605012046446033 -0.0015341027510200392 0.00022566039383643921 -0.0015171783045744164 0.0022462871996972262 -0.0001449689305615741 -0.00086087004117969726 -0.032874730237844312 0.00043279487872496249 -0.0035899914321938621 0.0017173113306825595 -7.3146624540794075e-05 -0.00066422295315785485
leaf_weight=82 898967 21 46 138 595 2389 25 55307 33 878 2344 103 230 158 45 68 4532 3710 13086 264204 9478 4889 4057 222 44 32 995 7234 12549 39027
leaf_count=82 898967 21 46 138 595 2389 25 55307 33 878 2344 103 230 158 45 68 4532 3710 13086 264204 9478 4889 4057 222 44 32 995 7234 12549 39027
internal_value=1.34515e-06 0.00500251 0.00865751 0.0069086 2.62044e-07 -0.00134319 -0.00400675 3.31944e-06 -0.000286394 0.000901424 0.0012284 0.00314259 0.00220292 -0.00411824 -0.0112554 0.00941496 1.68909e-05 -2.31082e-05 -0.00103923 0.000122497 -0.000206838 -3.73662e-05 0.00116186 0.000576524 -0.00544883 -0.0188505 -0.000204117 -0.00015093 0.000582397 -0.000483982
internal_weight=1.32549e+06 287 205 184 1.3252e+06 3009 620 1.32219e+06 59166 3859 3623 1279 1108 236 78 171 1.26303e+06 916061 17094 346965 82761 73283 8946 4008 298 76 64337 63342 19783 43559
internal_count=1325488 287 205 184 1325201 3009 620 1322192 59166 3859 3623 1279 1108 236 78 171 1263026 916061 17094 346965 82761 73283 8946 4008 298 76 64337 63342 19783 43559
cat_boundaries=0 1 2
cat_threshold=832 4672
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=31
num_cat=1
split_feature=36 84 90 67 91 131 62 37 90 62 136 64 4 122 31 35 53 56 20 126 113 3 32 69 62 20 82 126 13 88
split_gain=2.59194 3.46023 2.08994 2.3018 2.063 1.96501 1.99999 1.9553 1.87737 5.78404 4.0935 3.58288 3.5551 4.25247 3.3942 3.43883 3.34981 3.45506 3.48246 3.11925 3.0691 2.87411 2.86096 2.85644 3.09253 2.69975 2.58248 2.57475 2.54291 4.08102
threshold=6.9500000476837167 0.85166704654693615 -0.9107876420021056 2.054999947547913 -0.87027299404144276 343.50000000000006 0.4496267586946488 16.94999980926514 0.14160320907831195 0.36051414906978613 0 6.0850000381469735 3.8500000238418584 -0.41467745602130884 1018.9500122070314 12.650000095367433 1.4750000238418581 276.93302917480474 6.9449999332427987 0.96359375119209301 -0.25037047266960138 358.50000000000006 9.3499999046325701 319.53692626953131 0.33092616498470312 7.5050001144409189 336.65339660644537 0.04361772537231446 0.70499998331069957 -0.72804933786392201
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 4 3 -3 -1 8 7 -7 -2 12 11 -11 14 22 23 20 17 18 -15 -20 -16 26 -14 -10 25 -25 -19 -18 29 -12
right_child=5 2 -4 -5 -6 6 -8 -9 9 10 28 -13 13 16 15 -17 27 21 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0091688963690433993 -5.5987795254955675e-06 0.029782571202376859 0.0048233674845744113 0.0093250830329700621 -0.0087305389426182971 -0.0043321583139106093 -0.00061934371853952699 0.011189921288972809 0.0015069017219910053 0.0035367111564358709 0.0065613084217558994 0.00036849965030730567 0.0052161213767249141 -0.0025707173676048608 -0.00012447949349674402 -0.005392600311288227 -0.0016937490991972754 0.0037858999065301172 -0.00055120962858200078 0.018453427619839969 0.017057562122187977 0.016281123477965592 -0.00017109072496515718 -0.0022498779385606259 0.0072656845050939438 -0.01327564117127622 -0.0033554385990105769 -0.0057354943504335423 0.00076227586764339309 -0.0069010368936384724
leaf_weight=22 1294258 20 141 44 60 599 2389 21 5439 2885 73 1292 256 1544 362 425 751 401 50 38 28 35 6604 419 74 64 185 829 5934 246
leaf_count=22 1294258 20 141 44 60 599 2389 21 5439 2885 73 1292 256 1544 362 425 751 401 50 38 28 35 6604 419 74 64 185 829 5934 246
internal_value=1.27858e-06 0.00475238 0.00822463 0.015718 -0.00392825 2.49627e-07 -0.00127603 -0.00380641 3.15415e-06 0.000408701 0.00134076 0.00255064 -0.000146682 -0.000715382 0.000746154 -0.00228136 -0.00204931 -0.000811491 -0.00201931 0.00765534 0.0011091 0.00236269 2.99481e-05 0.00115766 -0.00225257 -0.00371085 0.00153138 -0.00381439 0.000527649 -0.00382031
internal_weight=1.32549e+06 287 205 64 82 1.3252e+06 3009 620 1.32219e+06 27934 10430 4177 17504 10693 6811 815 3833 2253 1632 88 390 621 6860 5996 557 483 586 1580 6253 319
internal_count=1325488 287 205 64 82 1325201 3009 620 1322192 27934 10430 4177 17504 10693 6811 815 3833 2253 1632 88 390 621 6860 5996 557 483 586 1580 6253 319
cat_boundaries=0 1
cat_threshold=519
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=31
num_cat=2
split_feature=36 84 9 29 82 73 26 73 67 12 76 65 7 31 107 73 97 108 61 20 53 136 56 4 136 30 67 19 77 93
split_gain=2.33922 3.12285 2.06447 2.0818 3.07879 3.03398 1.99759 1.97071 1.93016 8.51938 3.89213 4.59402 5.4111 4.75395 4.69766 4.97299 4.53364 4.27136 4.21891 4.15853 3.96475 3.78517 3.73315 3.64243 3.52274 3.83704 3.47607 5.1235 4.82173 7.79991
threshold=6.9500000476837167 0.85166704654693615 19.550000190734867 1013.5499877929689 333.38531494140631 0.49551440775394445 317.50000000000006 0.42926435172557836 12.34500026702881 1.4450000524520876 32.835000991821296 4.9449999332427987 9.7500000000000018 1021.8500061035157 -0.84225749969482411 0.74942806363105785 -0.083405259996652589 0.92093658447265636 0.31509123742580419 6.5250000953674325 1.735000014305115 0 239.3102951049805 14.949999809265138 1 1008.1499938964845 2.9250000715255742 7.4149999618530282 5.5350000858306894 -0.45923724770545954
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 1 2 2 2 2 2
left_child=1 6 3 -3 5 7 -1 -5 10 22 11 26 13 14 15 20 24 -12 -16 -19 21 -13 -10 -21 25 -17 28 -28 -2 -30
right_child=8 2 -4 4 -6 -7 -8 -9 9 -11 17 12 -14 -15 18 16 -18 19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0071057857014238841 -7.1480933309631327e-06 -0.0047026683265964193 0.022284824814546897 0.0055605887763456189 0.025514275499660038 -0.00020389172859722749 -0.0093513479703688073 0.026723969933068886 -0.0029170749955313249 -7.0396246282547275e-05 -0.00099225638302795935 0.0047017869206711091 -0.00060739886719691615 -0.00038915972051384816 0.0011621533865077856 -0.0016707323412187549 -0.0089250908651057094 0.0028448559908898908 3.9695979608779767e-05 -0.0038343977187436638 0.0011106281775903179 0.0012565970649300688 -0.00079013011145723656 0.018026499832049011 4.0059800806241852e-05 0.0012939740845343628 -0.0014426035078151502 -0.00017131231401349366 0.00089298697644329148 -0.00014732462014723459
leaf_weight=28 730290 36 22 22 23 80 54 22 3559 239892 15301 1608 15260 17541 9794 1187 129 1425 57636 403 21313 1621 4908 20 20419 13547 8710 87971 39623 33044
leaf_count=28 730290 36 22 22 23 80 54 22 3559 239892 15301 1608 15260 17541 9794 1187 129 1425 57636 403 21313 1621 4908 20 20419 13547 8710 87971 39623 33044
internal_value=1.21465e-06 0.00451476 0.0078134 0.00607367 0.00871277 0.00559636 -0.00373184 0.0161423 2.37145e-07 -0.000125413 2.92165e-05 4.13091e-05 0.000288126 0.000382506 0.000488874 0.0008114 0.000431193 -0.00071802 0.000202729 0.00155259 0.00135799 0.00299071 -0.00168417 -0.00280079 0.000465528 0.00105442 -2.60232e-06 -0.000285843 3.15016e-05 0.000419924
internal_weight=1.32549e+06 287 205 183 147 124 82 44 1.3252e+06 248359 1.07684e+06 1.05969e+06 160055 144795 127254 59824 35282 17149 67430 1848 24542 3229 8467 423 35153 14734 899638 96681 802957 72667
internal_count=1325488 287 205 183 147 124 82 44 1325201 248359 1076842 1059693 160055 144795 127254 59824 35282 17149 67430 1848 24542 3229 8467 423 35153 14734 899638 96681 802957 72667
cat_boundaries=0 1 2
cat_threshold=2992 624
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=31
num_cat=0
split_feature=36 84 9 29 82 73 91 19 66 83 35 82 37 97 64 74 106 71 84 63 92 1 110 31 9 98 34 60 27 75
split_gain=2.11115 2.81838 1.86318 1.87882 2.77861 2.73817 1.84524 1.82163 6.27101 3.507 3.48039 9.19778 3.47083 3.29947 3.20656 4.95888 3.58657 3.11089 3.10594 5.33745 4.10132 5.70479 3.83054 3.60398 3.37619 3.31018 3.36137 5.04014 3.3218 3.52299
threshold=6.9500000476837167 0.85166704654693615 19.550000190734867 1013.5499877929689 333.38531494140631 0.49551440775394445 -0.87027299404144276 6.9049999713897714 1.3949999809265139 331.00788879394537 15.750000000000002 291.10520935058599 17.94999980926514 -0.98193797469139088 0.45499999821186071 0.33328415453433996 -0.41858652234077448 314.69682312011724 0.89050507545471203 0.24174802005290988 -0.92787680029869068 280.50000000000006 -0.036046462133526795 1007.7500000000001 7.7500000000000009 0.11140370368957521 13.449999809265138 0.30800862610340124 253.50000000000003 0.52614739537239086
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 -1 8 9 18 12 -12 -10 -14 15 16 -11 -17 22 20 21 -20 23 -2 -21 26 27 -25 -29 -30
right_child=7 2 -4 4 -6 -7 -8 -9 10 14 11 -13 13 -15 -16 17 -18 -19 19 24 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.0088413955707272347 0.0093966150290065425 -0.0044675348585264552 0.021170583989640529 0.01533516563702671 0.024238561952243682 -0.00019369723537238315 -0.0080870158993639057 1.8651717012748865e-05 -0.00063680225254675966 0.0092264106681675846 0.00072715243149762811 -0.0039259693322120873 0.025054686180859181 0.0034489117423767476 0.001192447421808189 0.01690247111130928 -0.0075865871520547929 0.0042465114561386448 0.022893313137870849 -0.001695370772952886 -0.0047367309563878506 -0.0039998505369056849 -3.8562682436213599e-05 -0.0074967505973763775 0.00095634007891695681 -0.0051539002201925633 0.0019169274058991579 0.0061843962920597982 -0.006022579164991093 0.0043135808734903044
leaf_weight=22 135 36 22 44 23 80 60 1206069 23264 53 1735 2738 24 67 1329 117 79 83 33 2376 1194 49 78079 250 2426 202 4354 201 207 137
leaf_count=22 135 36 22 44 23 80 60 1206069 23264 53 1735 2738 24 67 1329 117 79 83 33 2376 1194 49 78079 250 2426 202 4354 201 207 137
internal_value=1.15618e-06 0.00428902 0.00742273 0.00576998 0.00827713 0.00531654 -0.00354525 2.27551e-07 -0.000186295 1.39771e-05 -0.000843391 -0.0021211 -0.00059868 0.00914714 0.00229047 0.00668587 -0.000835914 0.0116502 -2.82042e-05 -0.00111949 -0.00399386 0.00682301 5.11696e-05 0.00132828 -0.00035571 0.00112472 0.00137104 -0.00161866 0.00107771 -0.00190614
internal_weight=1.32549e+06 287 205 183 147 124 82 1.3252e+06 119132 91304 27828 4473 23355 91 1661 332 132 200 89643 6078 1276 82 83565 5486 4802 5351 5149 795 545 344
internal_count=1325488 287 205 183 147 124 82 1325201 119132 91304 27828 4473 23355 91 1661 332 132 200 89643 6078 1276 82 83565 5486 4802 5351 5149 795 545 344
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=31
num_cat=1
split_feature=17 64 81 34 15 30 71 136 13 12 123 71 42 33 126 53 27 5 14 104 123 68 54 120 37 76 69 7 119 21
split_gain=2.2135 8.30736 5.1629 4.9917 3.84535 4.39929 3.30493 3.3023 4.3557 3.69355 3.40953 3.16041 4.64676 3.79692 3.5916 3.82249 3.5661 3.35407 4.29374 3.13069 2.9925 2.9791 3.46117 2.99759 2.93152 3.29917 4.81297 3.12604 3.09167 3.33169
threshold=6.9049999713897714 1.7649999856948855 333.50097656250006 18.150000572204593 0.99500000476837169 1016.8500061035157 275.93055725097662 0 1.6950000524520876 1.0249999761581423 0.04361772537231446 268.26089477539068 10.650000095367433 12.550000190734865 0.078456107527017607 2.054999947547913 196.50000000000003 5.5499999523162851 1.7250000238418581 -0.68245157599449147 -0.95368063449859608 325.56858825683599 0.33500000834465032 -0.21643137186765668 17.750000000000004 12.204999923706056 295.14607238769537 9.2500000000000018 -0.9366365075111388 5.3250000476837167
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 7 5 -4 -7 8 9 -3 21 -1 14 17 16 -16 -13 -14 -19 -18 -5 24 23 -23 28 27 -27 -26 -9 -30
right_child=-2 3 4 20 -6 6 -8 10 -10 -11 -12 12 13 -15 15 -17 19 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=7.0505816838478953e-05 2.1163641247381573e-05 0.012238825818425732 -0.0033408552253841547 0.0033380852672659483 0.0019542562612153373 0.0075378627053162622 0.023916413499550385 0.0043107830307001866 -0.00091239170078317696 -0.0034525609712901563 -0.0024303782114892137 0.0076858567577049453 -0.00056863726155521974 0.0020364969395962836 -0.0021566543718069785 0.00030573455890779114 0.00062805233091800538 0.039014430805331186 0.0077435156138127917 -0.0020909949431098247 -0.0060699560603730699 0.005245846405844478 0.0021790998200918862 0.027337767888924908 -0.0012703068350674585 0.010695473810706103 -0.0030666507516328373 0.016994756117463112 -0.0017649340132071378 0.00018615923990202796
leaf_weight=80749 1205937 38 46 96 1459 70 55 331 6405 2865 1750 150 24 636 6515 2079 3783 21 23 1470 707 34 283 28 372 222 89 25 3693 5369
leaf_count=80749 1205937 38 46 96 1459 70 55 331 6405 2865 1750 150 24 636 6515 2079 3783 21 23 1470 707 34 283 28 372 222 89 25 3693 5369
internal_value=8.32357e-07 -0.000204535 -4.60514e-06 -0.00107463 0.00278566 0.00987938 0.0147444 -0.000930097 -0.0016388 -0.00324716 -0.000387549 -5.22546e-05 -0.000726547 0.00323717 -0.000925909 -0.00156097 8.42195e-05 0.014467 0.0226683 -0.000132846 -0.00494521 -4.56886e-05 0.00452319 0.0152228 -0.000201739 0.00290082 0.00675712 -0.000120114 -0.000435595 -0.000608962
internal_weight=1.32532e+06 119387 97080 22307 1630 171 125 21504 9308 2903 12196 95450 14701 704 13997 8594 5403 68 44 5253 803 10446 345 62 10101 708 311 397 9393 9062
internal_count=1325324 119387 97080 22307 1630 171 125 21504 9308 2903 12196 95450 14701 704 13997 8594 5403 68 44 5253 803 10446 345 62 10101 708 311 397 9393 9062
cat_boundaries=0 1
cat_threshold=4930
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=31
num_cat=1
split_feature=88 34 123 39 19 69 53 39 99 92 30 8 117 54 36 59 35 4 91 30 79 91 68 37 118 78 96 20 64 136
split_gain=2.07458 3.08536 2.30926 2.78146 2.34897 2.10852 3.28065 2.46412 3.45344 3.56029 3.15011 4.47265 3.9968 3.49396 2.89373 2.74274 2.72072 2.62477 3.0454 3.19896 2.61222 2.36086 2.34177 3.48939 2.29464 2.46095 2.35538 2.2916 2.90572 2.29901
threshold=0.63782295584678661 22.050000190734867 -0.35019405186176294 7.7500000000000009 4.4500000476837167 318.54127502441412 3.0849999189376835 15.84999990463257 -0.99651163816452015 0.73134475946426403 1016.7500000000001 10.050000190734865 0.55191597342491161 0.94499999284744274 12.150000095367433 298.34590148925787 12.84999990463257 4.0499999523162851 -0.87027299404144276 1011.7500000000001 2.8950001001358037 -0.42403890192508692 293.70848083496099 16.849999427795414 -0.8338540494441985 2.0149999856948857 -0.98365560173988331 7.0050001144409189 5.9949998855590829 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=-1 2 3 -2 -5 7 -7 10 -9 17 20 15 13 -13 -15 -12 -17 18 19 -10 -6 -22 24 -24 -20 -26 -27 28 29 -19
right_child=1 -3 -4 4 5 6 -8 8 9 -11 11 12 -14 14 -16 16 -18 27 22 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=5.5625792029049544e-06 0.017722765144638039 -0.019104802705671477 -0.0017667056479595197 0.015181447960436346 -0.0089848959951087937 0.0006975873513799289 0.010614740140563636 -0.0068263145105928683 0.024495641657267697 0.021972615263340149 -0.0027771683963591287 0.0022284206967534766 0.0025375148634143394 0.038344763698322432 0.013390101005251592 0.00010710924991643896 0.019083276931196453 -0.0067166882016358107 0.0068318617721976399 0.0062878128719677656 -0.0036454978529200863 0.00034082799681379495 0.027746410221776124 -0.00074790502813729381 -0.010701103816571614 0.010943556965693185 -0.0017060460401926718 -0.014979245762030283 0.0096069556058329692 0.00083782306974808048
leaf_weight=1317657 22 23 3280 25 151 366 108 121 32 22 504 28 186 21 26 51 30 134 116 98 957 607 21 22 58 46 184 27 68 333
leaf_count=1317657 22 23 3280 25 151 366 108 121 32 22 504 28 186 21 26 51 30 134 116 98 957 607 21 22 58 46 184 27 68 333
internal_value=7.90739e-07 -0.000819302 -0.000764283 -1.08572e-05 -0.00010071 -0.00018921 0.00295719 -0.00057729 0.00121219 0.00204997 -0.00147308 0.00102367 0.0064665 0.0162104 0.0245401 -0.00140467 0.00713532 0.00166516 0.00403399 0.0107697 -0.00270471 -0.00209838 0.00207504 0.0131679 0.000894364 -0.00149713 0.000823875 -0.000766898 -4.96389e-05 -0.00145574
internal_weight=1.32532e+06 7667 7644 4364 4342 4317 474 3843 1282 1161 2561 846 261 75 47 585 81 1139 577 130 1715 1564 447 43 404 288 230 562 535 467
internal_count=1325324 7667 7644 4364 4342 4317 474 3843 1282 1161 2561 846 261 75 47 585 81 1139 577 130 1715 1564 447 43 404 288 230 562 535 467
cat_boundaries=0 1
cat_threshold=4354
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=31
num_cat=1
split_feature=17 64 81 34 136 73 52 79 33 65 28 87 108 30 126 42 23 82 78 35 89 97 73 62 39 6 88 83 32 82
split_gain=1.99232 7.48388 4.69241 4.50794 3.04844 5.21003 4.40328 3.83902 4.41631 5.3518 5.1146 3.30903 5.26874 5.92371 4.23658 4.13598 3.47325 3.17737 3.25124 4.43245 3.99998 3.52637 4.31736 3.12704 3.21417 3.11269 3.07206 3.05189 3.02713 3.15959
threshold=6.9049999713897714 1.7649999856948855 332.23399353027349 18.150000572204593 0 0.3117570579051972 1.2749999761581423 21.695000648498539 14.050000190734865 0.75499999523162853 1008.2500000000001 0.86276391148567211 -0.23364961147308347 1014.9500122070314 0.078456107527017607 12.050000190734865 4.9549999237060556 276.93365478515631 3.5649999380111699 15.150000095367433 -0.83524966239929188 -0.89537471532821644 0.3117570579051972 0.21097891777753833 17.44999980926514 7.4500000476837167 0.16186803579330447 262.66081237792974 15.449999809265138 324.91210937500006
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 4 -3 5 -1 11 8 10 -10 -8 12 13 16 17 -16 25 18 -13 20 -20 22 -21 -7 -25 -6 -18 -17 29 -11
right_child=-2 3 -4 -5 6 23 7 -9 9 28 -12 14 -14 -15 15 27 26 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.3527333911587429e-05 2.0037785520399891e-05 -0.00088258244224195901 0.0024553755999632779 -0.0046981784954648539 0.0053488770464194405 -0.0048529789869912734 0.0093689575330245141 0.0064474151674153496 0.0053451777174064333 0.0027408412717880985 -0.00087004434107574224 -0.003134745390863081 4.4618688013243584e-05 -0.0026497975659705783 -0.0026358705222586333 -0.0078208177192007292 0.011975032977572868 0.0028917185909999193 0.0010873573651070691 0.017377316824307567 -0.0051374964498630592 0.0066583984757884662 0.00024797051855528148 -0.0010935359386156386 -0.0064955095972663917 -0.0039505414141862956 -0.0018993658608103051 0.0084784946615092827 -0.0005584483187936033 0.017945707360276075
leaf_weight=13773 1205937 21504 1901 803 379 697 128 353 1017 671 2587 916 59104 285 3413 36 264 814 491 38 544 327 1151 6275 288 118 47 142 1285 36
leaf_count=13773 1205937 21504 1901 803 379 697 128 353 1017 671 2587 916 59104 285 3413 36 264 814 491 38 544 327 1151 6275 288 118 47 142 1285 36
internal_value=7.48984e-07 -0.000194089 -4.32602e-06 -0.00101994 -5.34534e-05 -0.000584588 9.72793e-05 0.00138686 0.00107477 0.00239401 -0.000387322 -1.78364e-05 0.00010823 0.00354804 -0.000981867 -0.00224835 0.00573416 8.04894e-05 -0.000579545 0.000337963 -0.00218445 0.00206006 0.000795418 -0.00166876 -0.00133059 0.00314097 0.00987826 0.005182 0.000887321 0.00351506
internal_weight=1.32532e+06 119387 97080 22307 95179 21033 74146 6077 5724 3009 2715 68069 60197 1093 7872 3591 808 4281 3467 2551 1035 1516 1189 7260 6563 497 311 178 1992 707
internal_count=1325324 119387 97080 22307 95179 21033 74146 6077 5724 3009 2715 68069 60197 1093 7872 3591 808 4281 3467 2551 1035 1516 1189 7260 6563 497 311 178 1992 707
cat_boundaries=0 1
cat_threshold=4481
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=31
num_cat=1
split_feature=123 94 136 102 88 126 39 109 27 31 25 26 67 59 110 31 61 40 71 6 81 81 18 57 96 81 0 57 75 76
split_gain=1.94864 6.86066 8.11634 3.33389 3.30859 3.04878 3.58925 3.75826 2.9754 2.92646 3.84974 3.4129 3.70848 4.4567 4.2566 3.44981 3.09687 3.08962 3.71297 3.21866 3.40157 2.91538 2.84568 2.83873 2.49134 2.57363 2.43219 2.391 2.3811 2.36259
threshold=0.56638467311859142 -0.63061535358428944 0 0.88772600889205944 0.098525479435920729 -0.38266885280609125 12.550000190734865 0.42607285082340246 313.50000000000006 1015.2500000000001 198.50000000000003 171.50000000000003 5.305000066757203 210.30839538574222 0.8484727442264558 1013.5499877929689 0.75468391180038463 1.0000000180025095e-35 298.56455993652349 0.55000001192092907 309.79060363769537 307.31695556640631 6.9049999713897714 218.9751892089844 -0.96723973751068104 293.47918701171881 151.50000000000003 189.39933013916018 0.7622210979461671 0.99500000476837169
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 9 -3 6 22 -8 -9 11 24 -2 14 15 -13 16 -14 19 -19 -12 -21 -7 -4 26 25 27 -17 -11 -20 -26
right_child=1 4 5 -5 -6 21 7 8 -10 10 17 12 13 -15 -16 23 -18 18 28 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=2.2817697020148083e-05 0.0042732338324033966 -3.1272618588523681e-05 0.01331991561706744 -0.011657756279964815 -0.0028908298065044719 -0.0030248523029843474 -0.0036757906653072008 -0.001373480212257056 0.0058576294275733765 0.014899358817854445 0.0077813217406636562 -0.00083572916714984465 0.0017866958879879512 -6.9523340812735487e-05 0.018075022987710933 0.022368910074666411 0.017345413161840822 -0.0035034503124355093 0.011318727364964984 0.0010014224253201429 -0.0036913163342472653 -0.0072339340426492487 0.00097082631548200916 -0.0037908067566324744 0.00051030219191652881 -0.013983815689140972 0.0092571481965327013 -0.00017515118451338712 -0.0031674844516522208 -0.0072397671600396623
leaf_weight=1169803 555 138268 51 64 1019 2650 1575 481 202 37 143 3670 371 802 30 56 35 1084 74 1926 483 487 547 26 122 23 96 91 46 507
leaf_count=1169803 555 138268 51 64 1019 2650 1575 481 202 37 143 3670 371 802 30 56 35 1084 74 1926 483 487 547 26 122 23 96 91 46 507
internal_value=7.11535e-07 -0.000165567 -0.00113832 -0.000281362 -5.21927e-05 -0.0025979 -0.00142031 -0.00233249 0.00076515 -0.000210095 -0.00115562 0.000550213 0.000143945 0.00234991 -0.000682399 0.0056725 0.00312796 -0.000491825 -0.00257962 0.000493167 6.05371e-05 -0.00367829 0.00202401 0.0114763 -0.00435205 0.0014153 0.0140878 0.00418232 0.00576568 -0.00573657
internal_weight=1.32532e+06 155521 16234 10241 139287 5993 2856 2258 683 10177 4536 5641 5086 1386 3700 584 406 3756 1204 2552 2409 3137 598 178 780 151 152 128 120 629
internal_count=1325324 155521 16234 10241 139287 5993 2856 2258 683 10177 4536 5641 5086 1386 3700 584 406 3756 1204 2552 2409 3137 598 178 780 151 152 128 120 629
cat_boundaries=0 1
cat_threshold=436
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=31
num_cat=5
split_feature=60 64 67 13 67 12 136 136 12 29 34 106 9 76 36 136 35 136 9 108 15 110 74 136 98 57 127 98 106 43
split_gain=1.86217 2.4256 6.72989 5.87423 4.52536 6.63394 5.39721 4.24455 4.22097 9.78572 5.04883 4.97249 4.06308 3.6043 3.59445 6.84545 6.46949 8.91682 4.7902 4.69914 7.02076 5.08299 4.61542 4.4567 4.37319 4.31576 3.82616 3.78412 5.63165 4.1815
threshold=0.88729369640350353 5.7249999046325692 10.324999809265138 1.6349999904632571 6.7950000762939462 2.5649999380111699 0 1 1.2050000429153445 1017.2500000000001 12.750000000000002 -0.85444116592407215 1.0000000180025095e-35 15.34500026702881 11.050000190734865 2 12.34999990463257 3 0.45000000298023229 0.20840496569871905 2.7250000238418584 0.7896656095981599 0.8048464059829713 4 -0.86174228787422169 154.535514831543 -0.63605400919914235 -0.66046467423439015 -0.49174962937831873 11.34999990463257
decision_type=2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -5 9 -3 11 -11 13 -10 15 19 17 25 -17 -6 21 22 -21 -18 -20 -16 -27 -25 29 -29
right_child=-2 4 3 7 14 -7 -8 -9 12 10 -12 -13 -14 -15 16 18 23 -19 24 20 -22 -23 -24 27 -26 26 -28 28 -30 -31
leaf_value=-1.678649784487337e-05 -0.00046875998124372052 -0.00071886427271850061 -0.0021944690295828697 0.0018612850551844918 -0.0043425067826121282 -0.0004505544613033275 0.00048647630332946252 -0.00077362841142414849 0.012764501645594735 0.036791368434205655 0.0079213491936578704 0.012298953740012854 0.0013912063820453577 -0.00035521987348697566 -0.0032840988247945036 0.0074530399241686295 -0.00010466349605820376 -0.0007392751329597636 0.00065815895763047009 -1.6435685907575733e-05 0.0012479460590343822 0.013641987700397387 0.0073259052851225737 0.00028046163375408233 -0.00033186804168181585 0.0013038417178534115 5.646404605126574e-05 0.0019981785607388592 3.9287019727658389e-05 0.0080606319758586321
leaf_weight=919471 20794 214 6586 1889 220 14852 42341 7827 148 40 115 43 10446 81 828 231 81960 59757 26077 328 1748 195 616 65257 19492 8223 24358 5837 5051 299
leaf_count=919471 20794 214 6586 1889 220 14852 42341 7827 148 40 115 43 10446 81 828 231 81960 59757 26077 328 1748 195 616 65257 19492 8223 24358 5837 5051 299
internal_value=6.75958e-07 8.15869e-06 -3.46407e-05 -0.00104166 0.000116768 0.000484207 0.000744054 -0.000260225 0.00172574 0.00669327 0.0147044 0.0241025 0.00153564 0.0081239 3.32718e-05 0.000425487 -4.29777e-05 -0.000373598 0.000271026 0.00269285 0.0032383 0.00629285 0.00477475 0.000151478 0.000234678 0.000280607 0.000371285 0.00042606 0.00127576 0.00229359
internal_weight=1.32532e+06 1.30453e+06 935773 16302 368757 68280 53428 9716 11087 412 198 83 10675 229 300477 48907 251570 93166 45800 3107 2887 1139 944 158404 45569 33409 32581 76444 11187 6136
internal_count=1325324 1304530 935773 16302 368757 68280 53428 9716 11087 412 198 83 10675 229 300477 48907 251570 93166 45800 3107 2887 1139 944 158404 45569 33409 32581 76444 11187 6136
cat_boundaries=0 1 2 3 4 5
cat_threshold=514 544 2816 2225 5187
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=31
num_cat=1
split_feature=16 80 62 116 32 7 136 8 32 12 57 32 3 76 12 98 14 82 53 58 96 36 107 35 30 95 39 0 37 79
split_gain=2.02252 2.45715 4.06257 3.00543 2.83022 2.07541 3.90104 9.89986 6.4704 6.55994 5.81473 9.79484 7.17059 5.47551 4.51866 4.27215 4.22077 4.12358 4.05418 3.98761 3.96891 3.95797 3.86886 3.69682 3.54329 8.0528 3.6104 3.52329 3.43585 4.13864
threshold=19.524999618530277 246.53864288330081 0.52779820561409008 -0.89490029215812672 16.94999980926514 4.8500001430511483 0 1.0000000180025095e-35 12.750000000000002 1.0349999666213991 228.89321899414065 10.949999809265138 136.50000000000003 18.285000801086429 1.4750000238418581 -0.6897064447402953 3.0949999094009404 325.41035461425787 1.1549999713897707 186.62625885009768 1.0000000180025095e-35 14.150000095367433 -0.6326315402984618 12.750000000000002 1019.9500122070314 -0.5351058542728423 19.150000572204593 188.50000000000003 12.949999809265138 8.4349999427795428
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=5 -2 4 -4 -3 6 7 8 13 -10 -9 -12 20 14 19 -11 -14 24 -19 -1 27 -17 -16 -15 -8 26 -26 28 -13 -30
right_child=1 2 3 -5 -6 -7 17 10 9 15 11 12 16 23 22 21 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.015185979059546929 5.3262258236261333e-05 -0.0032410005857541192 0.009531034269816524 -0.00068980926528019136 -0.010574613326547931 -6.6068537157887769e-05 6.6308794283623183e-05 -3.0969097494552675e-05 -0.0050764425901838372 0.0048928512116518906 -0.00017302081020087727 -0.001036434502272585 0.0019068976647374381 -0.0069760107813635844 0.010143112715022615 0.015818846636389477 -0.00036135899797967795 -0.006575019362876789 -0.0010521168038140937 0.0024721184213969695 0.016922720542384518 0.0055884751376267076 -0.0031369782653764308 0.0060593387132871959 -0.0023687263547035944 -0.0001668635295376225 0.013747785972165211 0.0012569284438183645 0.0016726080849620878 -0.0010829312199081374
leaf_weight=49 2650 1124 77 1091 149 650672 417375 90858 126 829 26012 6062 19943 289 241 213 2286 359 4465 92 36 170 71 67 4863 82488 35 6341 3712 2153
leaf_count=49 2650 1124 77 1091 149 650672 417375 90858 126 829 26012 6062 19943 289 241 213 2286 359 4465 92 36 170 71 67 4863 82488 35 6341 3712 2153
internal_value=-6.32214e-06 -0.00100099 -0.00214551 -1.60037e-05 -0.00409937 -2.48532e-06 5.93435e-05 0.000275091 0.00364741 0.00578176 0.000229109 0.00058421 0.00107016 0.000117423 0.00376399 0.00691058 0.00167363 -8.21178e-06 -0.00146313 -0.00366438 0.000337287 0.011278 0.00712104 -0.00452273 5.6927e-06 -0.000283823 -0.00225356 0.000304603 -0.000201702 0.000661069
internal_weight=1.3249e+06 5091 2441 1168 1273 1.31981e+06 669135 159550 2147 1338 157403 66545 40533 809 453 1212 22229 509585 4824 141 18304 383 312 356 504761 87386 4898 18268 11927 5865
internal_count=1324898 5091 2441 1168 1273 1319807 669135 159550 2147 1338 157403 66545 40533 809 453 1212 22229 509585 4824 141 18304 383 312 356 504761 87386 4898 18268 11927 5865
cat_boundaries=0 1
cat_threshold=656
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=31
num_cat=0
split_feature=131 36 35 63 93 71 17 107 7 37 96 84 36 86 55 3 75 39 36 30 40 91 114 26 117 0 95 78 35 91
split_gain=1.98936 2.4401 2.86433 2.25132 2.23493 1.93433 3.39817 3.84474 3.32213 3.37148 3.4841 3.72464 2.66707 4.01768 3.61718 3.4005 3.4924 2.79524 4.44092 3.7967 2.77297 2.76015 3.72702 2.65475 2.64508 3.38999 5.88521 2.61748 3.71802 4.54527
threshold=336.50000000000006 16.650000572204593 15.550000190734865 0.3686662912368775 0.085099004209041609 325.71261596679693 8.0099999904632586 -0.45621834695339197 0.45000000298023229 13.750000000000002 -0.60637423396110524 0.88661545515060436 13.250000000000002 0.90237563848495495 0.54500001668930065 177.50000000000003 0.77620080113410961 12.150000095367433 11.050000190734865 1011.7500000000001 10.84999990463257 -0.96145352721214283 -0.38266885280609125 331.50000000000006 0.94828754663467418 306.50000000000006 0.6235424578189851 26.134999275207523 13.150000095367433 -0.23524971306324002
decision_type=2 2 2 2 2 2 2 2 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 -3 -1 8 -8 9 -7 23 -12 13 14 21 -14 24 18 20 -19 -16 22 -9 -11 -17 -26 -27 28 -23 -30
right_child=1 4 -4 -5 -6 6 7 12 -10 10 11 -13 15 -15 17 16 -18 19 -20 -21 -22 27 -24 -25 25 26 -28 -29 29 -31
leaf_value=-8.970591593267911e-06 -0.0033207359325187003 0.0022906124035496482 -0.0062132369689139972 -0.00046660699572270811 0.017107116816372708 -0.0071482734324401428 0.00087485860066806569 0.031221517068999158 0.0021061275830576666 -0.0064577308908145836 0.026528280181810263 1.3904492327667499e-05 -0.0067878339242525209 -0.0037591131757105782 8.1080690170047377e-05 0.0003106330448469843 -0.0038676081959995844 0.0096295714790799805 -0.0038275151802238077 0.00076686592214191831 0.014287370166608266 -0.003323786323050817 0.0020872885766236682 0.011658487382989663 -0.0021671411755960434 -0.0010094176756129379 0.034282886505954797 0.006230489001385316 0.030132339112460618 -0.0035769693460315465
leaf_weight=1299619 796 208 259 5234 29 204 7756 21 4138 91 26 27 378 709 1849 332 527 140 964 883 35 215 23 26 32 21 27 289 20 20
leaf_count=1299619 796 208 259 5234 29 204 7756 21 4138 91 26 27 378 709 1849 332 527 140 964 883 35 215 23 26 32 21 27 289 20 20
internal_value=-6.00604e-06 -0.000876831 -0.00106452 -0.000843371 0.0041036 -1.69541e-06 0.000502489 0.000123635 0.00169825 -0.00281463 0.00238575 0.013021 -0.000774822 -0.000262948 0.000292958 -0.00278345 -0.00117147 -0.000262068 -0.00106733 0.00197975 0.000344998 0.00394688 0.0159923 -0.0024319 0.00227724 0.0104386 0.0188425 0.00297262 -0.000719634 0.0132777
internal_weight=1.3249e+06 6526 6289 6030 237 1.31837e+06 18753 14241 4512 374 170 53 6485 5168 4459 1317 939 3871 2848 1023 1884 588 44 117 412 80 48 544 255 40
internal_count=1324898 6526 6289 6030 237 1318372 18753 14241 4512 374 170 53 6485 5168 4459 1317 939 3871 2848 1023 1884 588 44 117 412 80 48 544 255 40
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=31
num_cat=3
split_feature=77 136 60 75 12 83 24 69 29 80 71 93 16 80 62 66 32 62 127 52 56 61 110 66 136 30 8 117 136 4
split_gain=1.93002 2.39287 2.62877 2.4975 2.33936 2.04606 1.97684 2.34038 2.17058 1.97072 2.42982 2.38453 1.83422 2.21333 3.75244 2.1907 2.16703 1.84141 1.96983 5.47104 8.31997 6.61023 4.54328 4.47254 3.98282 3.71963 3.75315 3.86441 3.62368 3.35508
threshold=50.114999771118171 0 0.44264085590839392 0.84305161237716686 3.8850001096725468 338.93183898925787 338.50000000000006 309.15061950683599 1011.7500000000001 322.19697570800787 307.42701721191412 0.62017670273780834 19.524999618530277 246.53864288330081 0.43219953775405889 1.4750000238418581 16.94999980926514 0.8875698745250703 0.86159634590148937 0.99500000476837169 325.50918579101568 0.44909428060054785 -0.070027858018875108 1.3149999976158144 1 1017.1499938964845 9.8499999046325701 0.99535831809043895 2 11.050000190734865
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 1 2 2 2 1 2
left_child=12 -2 3 -3 5 9 -4 -8 -9 10 -5 -12 17 -14 16 -16 -15 18 -1 20 -20 23 -22 28 -25 -26 27 -27 -21 -23
right_child=1 2 6 4 -6 -7 7 8 -10 -11 11 -13 13 14 15 -17 -18 -19 19 21 22 29 -24 24 25 26 -28 -29 -30 -31
leaf_value=4.1426472626764493e-05 -0.0020120640861157261 -0.0020795184595721683 0.00033845129206519384 0.0012234820651115272 -0.0027101383075858348 0.01927288447547218 0.02186633162200451 -0.011680198041722179 0.005969689157662085 -0.0028566611988935621 0.020689091935960784 0.0018937708357245559 5.2946550821069458e-05 -0.0036511440326598629 0.010668954729945177 -0.00090434210283074764 -0.010708597550365085 -0.00046785096511127298 4.3848060346992321e-05 0.0055626412743416502 0.026919516832346009 -0.00019032317320105799 0.0034944719065556091 -0.00071294405240704124 -0.0027404944593192215 -0.0017357483101812139 0.0015119459429716806 0.013869389821775258 4.5049442032529424e-05 0.0011870734677912201
leaf_weight=1032045 2583 2300 3942 87 156 23 20 20 135 78 45 27 2648 724 42 1546 128 20434 149637 304 21 64201 1444 19687 6084 4844 1201 40 5704 4748
leaf_count=1032045 2583 2300 3942 87 156 23 20 20 135 78 45 27 2648 724 42 1546 128 20434 149637 304 21 64201 1444 19687 6084 4844 1201 40 5704 4748
internal_value=-5.70574e-06 -0.000719001 -0.000226922 -0.0014347 0.00213043 0.00503477 0.000569299 0.00576932 0.00369228 0.00365301 0.00684644 0.0136408 -6.0009e-07 -0.000948102 -0.00203449 -0.000598247 -0.00471142 3.07887e-06 1.05388e-05 -0.000113058 8.0559e-05 -0.000386957 0.00383026 -0.000917739 -0.00115373 -0.00186473 -0.000992168 -0.00160794 0.000333569 -9.54722e-05
internal_weight=1.3249e+06 9416 6833 2716 416 260 4117 175 155 237 159 72 1.31548e+06 5088 2440 1588 852 1.31039e+06 1.28996e+06 257915 151102 106813 1465 37864 31856 12169 6085 4884 6008 68949
internal_count=1324898 9416 6833 2716 416 260 4117 175 155 237 159 72 1315482 5088 2440 1588 852 1310394 1289960 257915 151102 106813 1465 37864 31856 12169 6085 4884 6008 68949
cat_boundaries=0 1 2 3
cat_threshold=1538 2977 2114
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=31
num_cat=2
split_feature=37 86 96 107 79 67 77 136 39 24 67 26 64 89 61 113 16 116 95 87 66 136 117 65 30 100 8 11 102 23
split_gain=1.8459 3.5791 2.8145 3.805 3.63191 1.89412 1.86352 2.34696 2.29966 2.42125 2.6428 2.54441 2.37058 2.27024 1.78164 1.74451 1.70004 2.87075 5.22152 2.87212 3.65399 3.37078 2.85835 2.56266 2.20303 1.94733 1.86509 1.84208 1.81603 1.67002
threshold=6.8500001430511483 0.85144689679145824 -0.65500691533088673 -0.45621834695339197 50.104999542236335 1.9049999713897707 50.114999771118171 0 8.7500000000000018 344.50000000000006 6.7950000762939462 342.50000000000006 26.07499980926514 -0.36203823983669275 0.22541238367557528 -0.58068084716796864 18.219999313354496 -0.80382624268531788 -0.40534941852092737 0.81174251437187206 4.0050001144409189 1 -0.52247866988182057 8.0050001144409197 1012.1499938964845 0.53931263089180004 5.1499998569488534 1.4499999880790713 0.80336165428161632 5.5050001144409189
decision_type=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 2 2
left_child=1 -1 3 5 -5 -3 16 29 12 13 -11 -12 -9 14 15 -10 -2 19 22 23 21 26 -19 -18 -23 -22 -21 -26 -24 -8
right_child=6 2 -4 4 -6 -7 7 8 9 10 11 -13 -14 -15 -16 -17 17 18 -20 20 25 24 28 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.004517989071380151 6.3009826119315626e-06 0.017765278961509468 -0.0071261751310278971 0.0096534370439171433 0.039425231032073502 0.0017322234355378896 -0.0043615496982957599 -0.00058006365955072016 0.00096216166583711613 0.020360546845656177 0.010531390516553074 -0.0021942847223091191 0.01656004301770482 -0.0036467301722709782 2.0651242510636995e-05 0.017815422777286066 0.00036359006863205231 -0.00023914041202227249 -0.00038166837274951554 0.0041839136663698951 -0.0036564716053331587 -0.0042553904565499614 -0.0046821652995207592 -0.0083059649699984972 0.013605467398436025 0.0035245430624511625 0.01543885160381684 0.0030788903305439758 0.0073735499521717434 -0.0011454337248454755
leaf_weight=76 1292778 25 24 21 20 70 441 38 34 26 68 93 43 438 3406 28 2017 598 17559 52 205 81 1311 89 52 175 126 207 32 4765
leaf_count=76 1292778 25 24 21 20 70 441 38 34 26 68 93 43 438 3406 28 2017 598 17559 52 205 81 1311 89 52 175 126 207 32 4765
internal_value=-5.41936e-06 0.00441618 0.00865991 0.0114457 0.0241763 0.00595145 -6.20711e-06 -0.000708458 0.000175931 1.12524e-05 0.0055692 0.00318053 0.00851901 -0.000254835 0.000173553 0.00857331 -1.19897e-06 -0.000432045 -0.000653697 0.00100677 0.00337439 0.00610615 -0.00311457 -2.78714e-06 0.00285751 -0.000349425 0.0115046 0.00519233 -0.00439491 -0.00141515
internal_weight=1.3249e+06 236 160 136 41 95 1.32466e+06 9380 4174 4093 187 161 81 3906 3468 62 1.31528e+06 22504 19500 3004 898 518 1941 2106 340 380 178 259 1343 5206
internal_count=1324898 236 160 136 41 95 1324662 9380 4174 4093 187 161 81 3906 3468 62 1315282 22504 19500 3004 898 518 1941 2106 340 380 178 259 1343 5206
cat_boundaries=0 1 2
cat_threshold=1667 514
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=31
num_cat=0
split_feature=131 38 63 66 61 135 60 132 71 74 7 65 79 90 54 11 88 77 18 79 68 68 116 119 68 35 121 91 57 33
split_gain=1.78935 2.2398 2.53698 2.0453 2.06448 1.79041 2.0455 5.677 1.78259 4.21375 4.05282 2.7902 2.53195 2.79776 2.34604 2.20513 3.28676 2.66914 3.04496 2.42411 3.5238 2.61805 2.21991 2.19779 2.19442 3.20201 2.2461 2.43875 2.28381 3.89138
threshold=336.50000000000006 16.650000572204593 0.36665447056293493 1.7849999666213991 0.68806377053260814 1016.4500122070314 0.29862239956855779 1020.2500000000001 325.71261596679693 0.59045952558517467 15.250000000000002 1.9750000238418581 9.9549999237060565 -0.18675076216459272 0.064999999478459372 2.0499999523162846 -0.92697009444236744 4.7449998855590829 4.8800001144409189 5.3250000476837167 303.92463684082037 297.44081115722662 0.97625884413719188 0.99535831809043895 322.70666503906256 16.150000572204593 0.21643137186765674 -0.35088092088699335 330.98139953613287 11.150000095367433
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=8 2 -2 -3 -5 -4 7 -7 -1 10 15 -12 13 23 -14 16 -10 -17 -19 20 -18 -21 -20 24 -11 26 27 28 -26 -30
right_child=1 3 5 4 -6 6 -8 -9 9 12 11 -13 14 -15 -16 17 19 18 22 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-8.0442064413380855e-06 -0.0035729196763105023 0.018872900691745933 -0.0017230107413928762 8.3299877332781785e-05 0.014768186409090615 -8.5518063968737374e-05 -6.3820406724324259e-05 0.03109858548268676 -0.0084865650044134849 0.0013464774780522527 0.024946713360259311 0.0018155167810618878 0.0034577884548186951 -0.00274847355241501 -0.00031326754360023372 -0.00099828730867095841 0.0017553883087303903 0.017896583803336731 0.0030390912948569612 0.0047732607534844576 0.02655994812292712 -0.004388509601894029 -0.0020134105313695055 -0.010232199649052587 0.0056811045244980407 0.021181680673155293 -0.0027628066436368591 -0.0015366528448648752 0.0024846977933689401 0.028448788363922145
leaf_weight=1299619 827 22 2166 137 29 54 3271 20 122 1222 32 22 427 311 12087 552 45 33 2629 127 21 202 237 34 365 29 98 100 27 31
leaf_count=1299619 827 22 2166 137 29 54 3271 20 122 1222 32 22 427 311 12087 552 45 33 2629 127 21 202 237 34 365 29 98 100 27 31
internal_value=-5.14839e-06 -0.000831038 -0.000990573 0.0045473 0.00264873 -0.000603056 0.000122152 0.00834262 -1.0602e-06 0.000482945 0.00191732 0.0155229 9.13168e-05 0.0016487 -0.000184592 0.00173217 -0.00131312 0.00218839 0.00279516 0.000902472 0.00964775 -0.000851899 0.00262128 0.00236619 0.002595 0.00494223 0.00418387 0.00548554 0.00714563 0.0163621
internal_weight=1.3249e+06 6526 6338 188 166 5511 3345 74 1.31837e+06 18753 4022 54 14731 2217 12514 3968 517 3451 2899 395 66 329 2866 1906 1872 650 621 523 423 58
internal_count=1324898 6526 6338 188 166 5511 3345 74 1318372 18753 4022 54 14731 2217 12514 3968 517 3451 2899 395 66 329 2866 1906 1872 650 621 523 423 58
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=31
num_cat=1
split_feature=68 79 136 12 29 1 52 123 62 54 121 85 38 10 62 123 32 23 8 114 22 113 79 28 92 88 35 93 62 124
split_gain=1.85607 4.65344 4.84606 3.98088 4.69398 4.56221 3.88365 5.33019 4.85995 4.61643 3.81382 3.71681 3.55633 5.52889 5.08216 3.4976 3.45925 3.78282 3.3843 3.74306 3.32903 3.78047 3.39555 3.23376 3.11701 3.08674 3.06569 3.02508 2.97193 2.9632
threshold=325.56858825683599 8.0950002670288104 0 0.92500001192092907 1016.6499938964845 236.50000000000003 0.58499997854232799 -0.35019405186176294 0.54417577385902416 0.37500000000000006 1.0000000180025095e-35 0.92659783363342296 12.449999809265138 3.6499999761581425 0.30688376724720007 -0.70088258385658253 14.550000190734865 7.4049999713897714 17.349999427795414 0.04361772537231446 5.7049999237060556 -0.061046212911605828 15.375000000000002 1019.5499877929689 -0.48422789573669428 -0.98359209299087513 13.84999990463257 -0.40846017003059382 0.33533245325088507 0.99535831809043895
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 -2 -5 -6 11 15 9 -9 -10 18 -7 -14 23 -8 20 -18 19 -3 21 22 25 -15 -12 -11 -21 -4 -20 -24
right_child=1 6 27 4 5 12 7 8 10 16 24 -13 13 14 -16 -17 17 -19 28 26 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.9555482708711715e-06 -0.003513993807137013 0.0013151300517410664 0.0028011591379229327 0.0013139407789765486 0.0028110298357277683 0.0064356476326224432 -0.00077429921055540058 0.0037914915204696033 0.0022594120715220211 0.013075062053521042 0.013945507543782393 -0.010286845848895609 0.00077365176311056875 0.021369915446916292 0.01230719127636562 0.0018666143792186293 -0.0067507988810921451 0.0068402561920655513 0.015736533419283875 0.0068423985779005039 -0.0022569059176952562 0.017518660049619422 0.0020932953244464213 0.044279706260810299 -0.0024655970701311673 -0.0062470237708504442 0.028420678507536653 -0.0018958124522882773 0.0020320541867231193 0.017912724532652646
leaf_weight=1307419 160 2059 584 610 403 339 1872 345 1628 23 30 60 57 43 117 3796 597 56 85 93 3961 35 395 24 814 204 20 830 74 32
leaf_count=1307419 160 2059 584 610 403 339 1872 345 1628 23 30 60 57 43 117 3796 597 56 85 93 3961 35 395 24 814 204 20 830 74 32
internal_value=-2.76174e-06 0.000483402 0.00223612 0.00398154 0.00475938 0.00689744 0.00014031 -0.000182281 -0.00100363 -0.00181288 0.000845345 0.00200058 0.0097368 0.0143803 0.0185954 0.000994386 -0.00217749 -0.00558526 0.00231685 0.00180139 -0.00169894 0.00150877 0.000651976 0.0295764 -0.00188226 -0.00428928 0.0106616 4.37869e-05 0.00935835 0.00327883
internal_weight=1.32676e+06 19346 3167 1753 1593 983 16179 13788 8120 5648 2472 2391 580 241 184 5668 5303 653 2331 2172 4650 689 654 67 844 227 113 1414 159 427
internal_count=1326765 19346 3167 1753 1593 983 16179 13788 8120 5648 2472 2391 580 241 184 5668 5303 653 2331 2172 4650 689 654 67 844 227 113 1414 159 427
cat_boundaries=0 1
cat_threshold=2262
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=31
num_cat=3
split_feature=31 95 93 89 136 104 63 39 112 83 18 58 63 60 111 36 88 33 58 15 136 31 136 69 39 76 30 37 98 127
split_gain=1.82269 7.57098 3.73205 2.44482 2.34099 2.92715 3.30645 1.99565 3.61112 5.75715 1.82331 2.44854 3.37023 2.01359 4.27479 7.75518 4.04364 7.12277 6.40157 5.95678 6.70287 5.88672 5.15831 4.99494 4.71367 7.25017 5.20859 4.38611 4.83183 4.24968
threshold=1024.049987792969 -0.65194708108901966 -0.86965125799179066 0.11949516087770463 0 -0.63386812806129444 0.46568049490451818 7.5499999523162851 -0.67556449770927418 320.14280700683599 18.219999313354496 207.31594848632815 0.52468064427375805 0.45801573991775518 -0.42064693570137018 20.44999980926514 0.022196399047970775 14.449999809265138 227.91285705566409 1.7649999856948855 1 1017.6499938964845 2 316.70478820800787 11.84999990463257 8.3450002670288104 1010.8500061035157 13.34999990463257 -0.83587160706520069 1.0000000180025095e-35
decision_type=2 2 2 2 1 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=10 2 -2 4 5 6 -3 8 -6 -10 13 -12 -13 14 15 -1 18 -18 21 20 -20 22 -15 24 25 26 -24 28 -26 -28
right_child=1 3 -4 -5 7 -7 -8 -9 9 -11 11 12 -14 16 -16 -17 17 -19 19 -21 -22 -23 23 -25 27 -27 29 -29 -30 -31
leaf_value=-0.0010954094373954457 -0.0081818954451301495 -0.0030923484173237259 -0.0023610619849921462 -0.0046649580263926037 -0.0017840767968446015 -1.9294225208236292e-05 -0.00077214595405142631 2.170047898143259e-05 0.037596626842860137 0.00091665702537916934 7.378172678733396e-05 -0.0021286616727422937 -0.0002449715056191065 -0.00085742832797289909 -7.3509376231736392e-06 0.0051115394329575951 0.0025996673520192197 -0.00038829256292052594 0.0014216730221241218 5.5191617509602988e-05 0.00032319494156844079 -0.0013606893025983591 -0.0063715639670318281 0.0030103299497026142 -0.0021859019967294382 -0.0004090215432737839 0.0058829198981805572 0.00013153246632700453 0.00031830887928235721 0.0019252132264271369
leaf_weight=14003 351 1882 1278 301 50 10816 8340 50466 20 23 10413 4064 5712 17514 858512 522 4345 3687 17795 196521 63214 11458 137 1479 4812 2831 1184 30235 3212 1588
leaf_count=14003 351 1882 1278 301 50 10816 8340 50466 20 23 10413 4064 5712 17514 858512 522 4345 3687 17795 196521 63214 11458 137 1479 4812 2831 1184 30235 3212 1588
internal_value=-2.62366e-06 -0.000244572 -0.00361527 -0.000168202 -0.000149297 -0.000592369 -0.00119932 3.51786e-05 0.00735282 0.0179771 1.15714e-05 -0.000459749 -0.00102804 1.92884e-05 -2.17421e-05 -0.000872344 0.000118788 0.00122808 9.34749e-05 0.000203916 0.00056471 -0.000318221 -0.0001286 0.000152233 5.61945e-05 0.00139229 0.00314531 -0.000144261 -0.00118347 0.00361566
internal_weight=1.32676e+06 73527 1629 71898 71597 21038 10222 50559 93 43 1.25324e+06 20189 9776 1.23305e+06 873037 14525 360012 8032 351980 277530 81009 74450 62992 45478 43999 5740 2909 38259 8024 2772
internal_count=1326765 73527 1629 71898 71597 21038 10222 50559 93 43 1253238 20189 9776 1233049 873037 14525 360012 8032 351980 277530 81009 74450 62992 45478 43999 5740 2909 38259 8024 2772
cat_boundaries=0 1 2 3
cat_threshold=2370 784 1169
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=31
num_cat=4
split_feature=102 110 61 77 136 38 37 54 136 73 102 31 39 132 73 103 136 43 43 136 67 11 39 38 41 32 17 105 18 32
split_gain=1.66883 4.81019 4.78503 4.66284 4.07148 4.73097 4.06539 4.51908 4.05801 4.05543 4.0412 3.80119 3.75904 3.69968 3.62987 3.61607 3.57662 3.56119 3.66535 14.1941 6.23689 6.22702 6.27506 6.06435 5.16363 4.9761 4.20013 4.44322 4.18262 6.3441
threshold=0.31957320868968969 0.52712243795394909 0.40705232322216039 0.90500000119209301 0 8.3499999046325701 14.150000095367433 0.095000002533197417 1 0.29800944030284887 0.53677296638488781 1017.3500061035157 18.849999427795414 1014.9500122070314 0.57177037000656139 -0.57047763466835011 2 20.650000572204593 4.5499999523162851 3 3.8750000000000004 3.8500000238418584 16.44999980926514 15.550000190734865 15.84999990463257 16.849999427795414 11.120000362396242 -0.94590777158737172 7.4149999618530282 17.650000572204593
decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 5 -2 7 -6 -1 -5 14 -9 -7 -4 -8 -3 -12 18 19 20 23 -20 -23 -11 -24 -25 27 -22 29 -21
right_child=1 15 13 9 6 12 10 11 -10 17 16 -13 -14 -15 -16 -17 -18 -19 21 28 26 22 24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001639571813170454 0.024974152781069278 0.0019832375501541394 0.00057685608606992348 0.0012297888441514038 -0.0083559743714464313 0.0004956695622488973 0.0013747865322992596 -0.0019230979440217578 8.1678323643244379e-05 -0.00068866535241822111 0.0032377392400659167 1.1765226777753789e-05 0.0098036786460910328 -0.00081318013508224632 -0.0016030778711469186 -1.5807499794250517e-05 -0.00024424055106834992 0.0072135120725069571 -0.0012513274123790805 -0.00047922995623675294 0.0041693879091014557 -0.00073627642230306666 0.0016030810313012612 0.0029943389850504375 -0.00083535677576827567 9.508160596451772e-05 0.002222720205104054 0.011718602388507627 -2.0260639288059477e-05 -0.0039145515219639812
leaf_weight=8907 20 2268 86585 5973 222 7791 1475 6334 5566 2991 1610 4236 110 5067 3342 884943 1359 167 17278 31409 525 13056 7546 4416 3048 2226 1052 310 215529 1404
leaf_count=8907 20 2268 86585 5973 222 7791 1475 6334 5566 2991 1610 4236 110 5067 3342 884943 1359 167 17278 31409 525 13056 7546 4416 3048 2226 1052 310 215529 1404
internal_value=-2.49214e-06 2.9214e-05 0.000328913 -0.00010167 -0.000262853 0.000685872 -0.000667366 -0.00129597 -0.000978693 -6.03149e-05 0.000203069 -0.00114769 0.000625258 0.000500008 -0.000691234 -1.06973e-05 0.00165402 -8.59192e-05 -8.99719e-05 -2.07036e-05 0.00169426 -0.000529774 -2.62761e-06 0.00118082 0.000901518 0.00202268 0.00432432 0.00697209 -0.000100321 -0.00062622
internal_weight=1.32676e+06 1.00536e+06 118151 321403 26499 7921 18578 10792 14473 306930 7786 10570 7901 91652 4817 887211 2969 300957 300790 259862 11520 40928 23650 9633 10594 6642 1887 835 248342 32813
internal_count=1326765 1005362 118151 321403 26499 7921 18578 10792 14473 306930 7786 10570 7901 91652 4817 887211 2969 300957 300790 259862 11520 40928 23650 9633 10594 6642 1887 835 248342 32813
cat_boundaries=0 1 2 3 4
cat_threshold=116 1443 2179 32
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=31
num_cat=2
split_feature=120 81 4 61 37 136 8 32 36 35 37 36 28 89 79 30 35 80 35 11 66 28 136 60 11 38 52 34 117 9
split_gain=1.67985 5.5785 3.50725 2.84415 3.08267 2.69855 13.9096 6.00228 7.10544 6.5101 5.55648 4.76632 5.62476 4.26398 4.75896 4.03672 4.01644 8.27409 8.08313 12.1287 5.56175 6.31654 9.74348 6.17869 5.54715 5.40042 6.69574 5.22424 5.18306 4.80582
threshold=0.33379416167736059 303.47712707519537 1.0500000119209292 0.42958158254623419 14.050000190734865 0 1.0000000180025095e-35 12.84999990463257 13.949999809265138 13.150000095367433 8.6500000953674334 11.550000190734865 1013.2500000000001 -0.76760214567184437 14.635000228881838 1015.5499877929689 11.550000190734865 298.03387451171881 14.949999809265138 5.1499998569488534 1.5549999475479128 1018.0499877929689 1 0.2749179750680924 4.5499999523162851 12.449999809265138 5.6349999904632577 17.650000572204593 0.98897820711135875 16.250000000000004
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=5 -2 -3 -4 -5 6 7 9 -9 11 -7 12 -1 14 15 -13 -8 -18 20 -20 21 22 23 -19 28 -26 -27 29 -23 -21
right_child=1 2 3 4 -6 10 16 8 -10 -11 -12 13 -14 -15 -16 -17 17 18 19 27 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0066225232562248 -4.6335715266341648e-05 0.00071496579798219358 -0.0020958532166873425 -0.0011580069226847136 0.00073017092444930274 0.0072077078402991287 -7.3384441945300316e-05 0.0096862955541918948 0.0022482082602692465 0.0097636459023311487 -3.370112832561824e-05 0.019803991606242438 0.0090836476192395158 -0.0095114628621954956 -0.0063593249371586454 0.00028602130360145503 -1.8720685782039487e-05 -0.0021134199803911069 0.0015387520588346568 -0.00202323498765275 0.00064978206583865886 0.0065493586054437315 -0.00070236633580758254 0.0031763059772637985 -0.00070339578013551077 0.0078499366618284584 -0.0016813858051629709 0.0055385514052138833 0.027698223690191905 0.013228140447217113
leaf_weight=83 194403 2892 5610 9817 2772 265 160844 703 591 169 754352 43 182 209 127 69 110534 622 4537 7725 58654 844 3831 4908 772 621 262 242 30 52
leaf_count=83 194403 2892 5610 9817 2772 265 160844 703 591 169 754352 43 182 209 127 69 110534 622 4537 7725 58654 844 3831 4908 772 621 262 242 30 52
internal_value=-2.36699e-06 -0.000130129 -0.000902479 -0.00115951 -0.000742245 2.24082e-05 0.000135741 0.00412111 0.00628915 0.000940349 -3.11577e-05 -0.00115101 0.00416436 -0.00429514 0.000266414 0.00777953 0.00011128 0.000264674 0.000641627 -0.000527236 0.000849671 0.00183573 0.00123672 0.00257667 0.00405293 0.00235122 0.00502184 -0.00169613 0.00727529 -0.00192126
internal_weight=1.32676e+06 215494 21091 18199 12589 1.11127e+06 356654 2176 1294 882 754617 713 265 448 239 112 354478 193634 83100 12556 70544 11890 9361 5530 2529 1655 883 8019 874 7777
internal_count=1326765 215494 21091 18199 12589 1111271 356654 2176 1294 882 754617 713 265 448 239 112 354478 193634 83100 12556 70544 11890 9361 5530 2529 1655 883 8019 874 7777
cat_boundaries=0 1 2
cat_threshold=662 518
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=31
num_cat=1
split_feature=92 52 96 76 84 29 120 99 4 67 30 19 136 41 36 73 15 3 38 2 66 52 126 30 39 15 57 21 7 69
split_gain=1.77046 7.86853 8.09384 6.11314 8.41478 6.19166 5.828 5.72531 5.44524 5.38327 4.75993 4.63306 4.96369 4.91366 5.91675 4.96747 6.19585 5.14684 4.71417 4.49104 4.37317 4.23393 4.68906 4.60119 4.15064 4.13348 3.962 4.27743 6.2227 4.35904
threshold=-0.65329369902610768 4.1250000000000009 -0.9365645945072173 4.7850000858306894 0.64960318803787243 1021.0499877929689 -0.52247866988182057 -0.85390648245811451 12.550000190734865 4.3550000190734872 1014.4500122070314 10.405000209808351 0 9.4499998092651385 15.949999809265138 0.44865328073501592 1.0549999475479128 324.50000000000006 9.6500000953674334 164.50000000000003 7.3949999809265146 5.7950000762939462 0.87878364324569713 1010.5499877929689 16.050000190734867 0.89499998092651378 240.218376159668 7.4949998855590829 2.3500000238418584 283.37184143066412
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 11 6 5 10 19 9 -8 21 -3 -5 18 26 14 -14 16 17 -16 20 -4 -1 22 23 -6 -15 -26 27 28 -13 -30
right_child=-2 2 3 4 8 -7 7 -9 -10 -11 -12 12 13 24 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.003212452736148428 2.1392656512968674e-05 0.0013180262489319407 -0.0012955152469004186 0.01398977510932814 -0.0016764942152651873 -0.0068360306758350189 -0.0020078080696318522 0.00078736693883476672 -0.0039088242965511239 -0.0009942248661686645 0.0020642183689170914 -0.0053735403930309953 -0.0005529548041292785 -0.003538032525764952 0.0037935124352798883 0.00030591655586476756 -0.0019156381854801747 0.012580088970086459 -7.5092060157224788e-05 0.00056606847089251159 0.0012571376501992664 0.0015805381728479066 -0.0025565627144931036 0.0012136162366457183 -0.0017508647805825354 0.00059227873000594741 0.00058841564639795004 -4.4367534413295522e-05 -0.00072312217530948999 -0.0034433547366412814
leaf_weight=2223 1136376 5828 4540 196 1674 335 7945 2381 552 4431 146 1617 16969 1851 1263 4163 424 192 77025 11313 726 17668 1251 7766 5289 2922 1630 2044 3462 2563
leaf_count=2223 1136376 5828 4540 196 1674 335 7945 2381 552 4431 146 1617 16969 1851 1263 4163 424 192 77025 11313 726 17668 1251 7766 5289 2922 1630 2044 3462 2563
internal_value=-2.24891e-06 -0.000143358 0.000297789 0.000670388 0.0011018 -0.000109203 -0.000524715 -0.00136329 0.00100956 0.000319334 0.00889875 -0.00037757 -0.000787203 -0.000477399 -7.45386e-05 0.0012691 0.00340306 0.00495298 -0.000150206 3.2946e-05 -0.00211211 0.0011053 0.000319917 0.000701111 -0.00139918 -0.000917024 -0.00169074 -0.00207603 -0.00261944 -0.00188029
internal_weight=1.32676e+06 190389 66026 45441 29253 16188 20585 10326 28911 10259 342 124363 44389 33073 23011 6042 1879 1455 79974 15853 2949 28359 10691 9440 10062 8211 11316 9686 7642 6025
internal_count=1326765 190389 66026 45441 29253 16188 20585 10326 28911 10259 342 124363 44389 33073 23011 6042 1879 1455 79974 15853 2949 28359 10691 9440 10062 8211 11316 9686 7642 6025
cat_boundaries=0 1
cat_threshold=1792
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=31
num_cat=3
split_feature=60 59 63 61 52 60 60 136 100 31 67 136 13 25 136 92 55 31 26 80 23 53 76 39 67 37 2 33 65 135
split_gain=1.78615 1.93389 5.52993 5.20599 7.46696 4.75306 5.08975 4.35196 4.32511 7.96987 6.50739 5.6384 6.49339 7.24074 7.03589 5.13181 5.06771 4.71164 4.82571 4.65162 4.41646 6.97297 6.72064 8.13988 5.76366 5.37574 5.00115 5.64401 4.74114 4.46087
threshold=0.88729369640350353 227.17847442626956 0.26592011749744421 0.44447030127048498 8.3850002288818377 0.43436975777149206 0.19014973193407061 0 0.58272632956504833 1023.9500122070314 12.515000343322756 1 0.70499998331069957 169.50000000000003 2 0.99529209733009349 5.3150000572204599 1017.6499938964845 297.50000000000006 169.27194976806643 7.5650000572204599 15.585000038146974 4.4249999523162851 11.949999809265138 1.1549999713897707 16.849999427795414 180.50000000000003 15.250000000000002 1.8149999976158144 1013.8500061035157
decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 7 6 -6 -4 9 10 11 19 14 -14 17 -12 -10 -13 -19 -1 22 26 23 28 29 -25 27 -22 -15 -24
right_child=-2 2 3 -5 5 -7 -8 -9 16 -11 15 12 13 20 -16 -17 -18 18 -20 -21 21 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051923259455924535 -0.00045184211566298498 0.00087365703888701786 -0.0015198648244978575 0.00017434816637905778 0.022701791329309346 -0.00061695073071649014 -0.0025708242849752949 -2.8933548375971638e-06 6.6006418144779741e-06 -0.0035877843289851131 -0.0013604883782357248 0.00024719514366331862 0.0020348512495938346 -0.00022116361996481803 -0.0022440083465755812 -0.015043130484612092 0.0010559210233142098 0.017902846967655362 -0.0070161246849844861 -0.00057604116769958459 -0.0015345522970277843 -0.002890374611680306 0.0010213660411968366 -0.0015595621622036 -4.4789538650089058e-05 -0.00010719249232376922 0.0017804354717950851 0.0022039539231004063 0.0038035024501059168 0.0066132896372595425
leaf_weight=553 20914 21814 4920 299475 20 10514 5118 115356 671164 1781 10028 161 4744 1464 4491 69 11707 102 24 41376 2931 1167 11559 16165 44167 10516 9519 1540 1463 368
leaf_count=553 20914 21814 4920 299475 20 10514 5118 115356 671164 1781 10028 161 4744 1464 4491 69 11707 102 24 41376 2931 1167 11559 16165 44167 10516 9519 1540 1463 368
internal_value=6.56962e-06 1.39202e-05 9.67901e-05 5.78685e-05 -0.000198758 -0.00122605 -0.00247245 -6.50731e-05 -3.08104e-05 -0.000261225 -0.000224745 -0.000143255 4.42644e-05 0.000125841 -0.00175864 -0.00145399 2.459e-05 0.00571549 0.0131564 -0.000636773 3.60487e-05 0.000822802 -0.000103094 -0.000712538 0.000218587 -0.000987128 0.00113254 -0.000246854 0.00179048 0.0011939
internal_weight=1.32519e+06 1.30428e+06 457217 435403 135928 15652 5138 120276 847059 164188 162407 152310 110381 105603 4778 10097 682871 287 126 41929 100859 15157 85702 29608 56094 26681 13990 4471 2927 11927
internal_count=1325190 1304276 457217 435403 135928 15652 5138 120276 847059 164188 162407 152310 110381 105603 4778 10097 682871 287 126 41929 100859 15157 85702 29608 56094 26681 13990 4471 2927 11927
cat_boundaries=0 1 2 3
cat_threshold=4096 3456 4116
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=31
num_cat=1
split_feature=82 70 40 58 32 8 34 58 116 90 42 122 136 36 8 87 116 31 21 17 4 56 67 54 120 35 78 33 35 20
split_gain=1.7291 4.13388 6.42442 5.18275 4.09472 4.42457 4.47348 4.07622 4.06734 3.86793 4.09313 4.23571 3.84977 6.11093 4.85851 5.49689 7.64652 4.32873 5.20274 4.43916 4.97558 4.40484 4.52398 5.70872 4.3128 4.96228 4.30915 4.91738 5.56963 3.79703
threshold=317.73266601562506 315.10951232910162 12.449999809265138 312.37521362304693 10.550000190734865 11.650000095367433 3.6499999761581425 111.46347808837892 0.55191597342491161 0.17589262127876285 -1.0000000180025095e-35 1.0000000180025095e-35 0 11.34999990463257 1.0000000180025095e-35 0.84772092103958141 -0.60873827338218678 1013.3500061035157 6.3150000572204599 5.1300001144409189 2.1499999761581425 323.31581115722662 1.5249999761581423 1.6349999904632571 -0.59480014443397511 16.650000572204593 5.4849998950958261 12.949999809265138 11.449999809265138 7.7650001049041757
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 9 29 -4 5 8 -7 -6 -2 -1 -11 -12 14 -14 26 16 -16 18 -18 20 -19 -21 23 -23 -15 -26 -9 28 -28 -3
right_child=4 2 3 -5 7 6 -8 12 -10 10 11 -13 13 24 15 -17 17 19 -20 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.3211618806153374e-06 -4.4014641292182093e-05 0.00017676403927829231 0.0102699418184998 -0.0086015396052971493 -0.0017077788404759539 0.0056563720973991016 -8.0097929187311677e-05 -0.0078660240443021966 -0.002043831016284651 0.022283825523812664 0.0011150685100667966 -0.0007044451958547886 0.0023208138750016871 0.00020878930895954184 -0.0037000072348961294 -0.00024785080693190886 -0.003951293689968635 -0.010834035108797253 0.0013156573525162979 0.0013180184805288465 0.013306303220730887 0.018524434064082534 0.0033502366592569801 -0.0027308125440454623 -0.00057046526884140262 -0.0030885820558794459 0.01524927048198879 0.010641056631324209 -0.0038548306058745208 0.0015041776571884527
leaf_weight=1178902 3676 19073 272 42 3548 366 4758 58 8246 22 14159 4132 2216 19433 779 16096 775 25 1187 9777 146 112 962 44 26252 2114 50 299 161 7508
leaf_count=1178902 3676 19073 272 42 3548 366 4758 58 8246 22 14159 4132 2216 19433 779 16096 775 25 1187 9777 146 112 962 44 26252 2114 50 299 161 7508
internal_value=6.23972e-06 2.26518e-05 0.000635692 0.00774573 -0.000192515 -0.000899103 0.00032965 -4.91865e-05 -0.00142721 8.88003e-06 0.000729959 0.000704034 2.39278e-05 -0.000245973 0.000466869 0.000380008 0.00111196 0.00139968 -0.000764815 0.00178345 0.00977701 0.00165799 0.00463105 0.0125294 -0.000365023 -0.00075813 0.00504803 0.00651669 0.000672208 0.000551702
internal_weight=1.32519e+06 1.22411e+06 26895 314 101080 17046 5124 84034 11922 1.19722e+06 18313 18291 80486 50015 30471 29903 13807 13028 1962 11066 171 10895 1118 156 47799 28366 568 510 211 26581
internal_count=1325190 1224110 26895 314 101080 17046 5124 84034 11922 1197215 18313 18291 80486 50015 30471 29903 13807 13028 1962 11066 171 10895 1118 156 47799 28366 568 510 211 26581
cat_boundaries=0 1
cat_threshold=660
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=31
num_cat=3
split_feature=18 57 60 67 87 101 112 118 136 121 58 23 55 70 59 63 72 21 136 79 31 18 38 136 63 21 39 35 86 29
split_gain=1.72653 3.36512 5.21643 3.3072 3.32203 2.41419 2.42486 2.32672 2.30892 2.28654 2.46635 2.36714 3.29961 2.26014 1.99187 5.49728 4.27412 6.19754 7.27193 5.90708 9.65641 10.0515 7.2696 6.2343 6.0075 5.68865 5.02696 5.00829 4.98207 5.20608
threshold=16.335000038146976 242.74797821044925 0.46020391583442694 8.5850000381469744 0.87873375415802013 -0.89924940466880787 -0.30069434642791742 -0.64942333102226246 0 -0.99809679388999928 215.65793609619143 8.0850000381469744 17.595000267028812 323.67167663574224 227.17847442626956 0.26592011749744421 0.56823769211769115 7.5150001049041757 1 5.3250000476837167 1025.1499633789065 7.4149999618530282 10.449999809265138 2 0.60004594922065746 6.4949998855590829 10.550000190734865 15.150000095367433 0.87398549914360057 1011.4500122070314
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2
left_child=14 3 7 4 5 6 -2 -3 13 -6 11 12 -11 -5 16 -16 19 27 26 -1 21 -21 25 -23 -25 -22 -19 28 29 -18
right_child=1 2 -4 8 9 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 17 18 -20 20 22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.5075451182205768e-05 0.00014587373505140787 6.2082501193946039e-05 -0.00039946084321593287 -0.0064287344798690475 0.019423855636268857 -2.6015586557650348e-05 0.0049978220818765922 -0.0030671895332184834 -0.001016613361111211 0.0033284827672184717 -0.00076303756568054477 -0.0087474632662321843 0.013225565615478749 0.010410287836566568 0.00088937498910343865 6.4691010592703277e-05 -0.0017718384738818996 0.010472680167633273 -0.00034100020047443257 -0.00027546153149702582 -0.010116140830796212 0.0021705063424742946 -0.0025294816939171452 0.00075386043793250642 -0.0049497458831301785 -0.034840231428020882 0.0011979716988096379 -0.0012464355109129972 0.00020639384770639952 -0.0003900313878064657
leaf_weight=647550 549 745 22193 390 20 39126 485 2931 1045 686 414 35 96 21 21207 428762 8256 148 15553 15730 60 11689 166 10008 484 38 11369 17914 28428 39092
leaf_count=647550 549 745 22193 390 20 39126 485 2931 1045 686 414 35 96 21 21207 428762 8256 148 15553 15730 60 11689 166 10008 484 38 11369 17914 28428 39092
internal_value=5.92773e-06 -0.000238077 -0.000688427 3.36958e-05 0.000116045 3.70055e-05 0.00242169 -0.00243299 -0.00230846 0.00265341 0.00238094 0.00397409 0.00454347 -0.00543608 1.92764e-05 0.000103558 -2.77478e-05 -0.000302037 0.000364341 2.05561e-05 0.000624962 0.000691322 -0.00890451 0.00137693 0.000490284 -0.019703 0.00131601 -0.000494575 -0.000316829 -0.000630975
internal_weight=1.32519e+06 68736 25869 42867 41411 40160 1034 3676 1456 1251 1231 817 782 411 1.25645e+06 449969 806485 120760 27070 685725 38175 37911 264 22181 10492 98 11517 93690 75776 47348
internal_count=1325190 68736 25869 42867 41411 40160 1034 3676 1456 1251 1231 817 782 411 1256454 449969 806485 120760 27070 685725 38175 37911 264 22181 10492 98 11517 93690 75776 47348
cat_boundaries=0 1 2 3
cat_threshold=4354 4613 7683
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=31
num_cat=3
split_feature=62 134 59 17 136 37 31 35 17 72 79 18 31 38 16 87 3 52 115 81 136 33 84 20 136 20 57 75 33 52
split_gain=1.74966 1.96753 1.96544 5.0063 5.72448 7.57972 6.53731 5.71651 5.33336 4.67907 5.62931 9.20868 7.7826 7.6311 5.32129 5.07662 5.66089 6.07899 4.83012 4.77083 4.73248 4.83153 5.14211 4.55483 4.4137 5.20404 4.6149 4.95314 4.35718 5.88389
threshold=0.86134621500968944 1022.4500122070314 227.17847442626956 15.405000209808351 0 9.1500000953674334 1007.0499877929689 10.34999990463257 11.775000095367433 0.57146534323692333 5.9449999332427987 6.9049999713897714 1025.1499633789065 10.449999809265138 8.0099999904632586 0.8774896264076234 96.500000000000014 0.74500000476837169 -0.80382624268531788 314.06066894531256 1 1.0000000180025095e-35 0.73270055651664745 6.3650000095367441 2 5.8250000476837167 282.33775329589849 0.60673132538795482 10.150000095367433 40.784999847412116
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 1 2 2 2 2 2
left_child=1 2 9 4 5 6 -4 -6 -7 10 19 -12 24 23 -11 16 -16 -18 -19 -1 -20 -22 -23 -14 25 -13 27 -27 29 -26
right_child=-2 -3 3 -5 7 8 -8 -9 -10 14 11 12 13 -15 15 -17 17 18 20 -21 21 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=2.559966385854057e-06 -0.000335794231386955 -0.0013798888371128974 0.01924095978842123 -0.00037059621212008793 -0.00021842054846808775 -0.00041275023873609847 0.0027781353639309975 0.00041875367261364187 0.00020086010127085788 -0.001093105086090196 -0.00060535323315159264 0.00086330496701111882 -0.0047165356791363314 -0.0014938874479491998 -0.0011735466783635989 0.00045504724456035448 0.0017489121975496056 -0.0008383508159415439 0.00052811724682441565 -0.0013418036763926599 0.0054396079007682993 0.0014837271829093706 -0.0012941196954754895 -0.030797983999265002 -0.0016774104338500334 0.0042940873061258341 -0.0026892055391265768 0.001404297315274799 0.00080242460181120963 -0.017392488956102171
leaf_weight=680159 36490 2522 63 49402 42500 75372 1408 204965 66795 18534 10750 6635 26 137 17101 24538 3962 22998 22489 6664 314 1990 10231 47 859 3792 356 2435 11592 64
leaf_count=680159 36490 2522 63 49402 42500 75372 1408 204965 66795 18534 10750 6635 26 137 17101 24538 3962 22998 22489 6664 314 1990 10231 47 859 3792 356 2435 11592 64
internal_value=5.63165e-06 1.52992e-05 1.8035e-05 0.000103675 0.000163582 -8.75025e-05 0.00348321 0.000309312 -0.000124455 -2.65741e-05 2.17522e-05 0.000625151 0.00113503 -0.00845142 -0.000312803 -0.000173238 -0.000368179 -0.000145982 -0.000275374 -1.04839e-05 9.42961e-05 -0.000683897 -0.00084179 -0.0215087 0.00121327 0.00185011 0.00284753 0.00316407 0.000538738 -0.00276708
internal_weight=1.32519e+06 1.2887e+06 1.28618e+06 440505 391103 143638 1471 247465 142167 845673 723516 36693 25943 210 122157 103623 79085 61984 58022 686823 35024 12535 12221 73 25733 13218 6583 6227 12515 923
internal_count=1325190 1288700 1286178 440505 391103 143638 1471 247465 142167 845673 723516 36693 25943 210 122157 103623 79085 61984 58022 686823 35024 12535 12221 73 25733 13218 6583 6227 12515 923
cat_boundaries=0 1 2 3
cat_threshold=5189 4933 5635
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=31
num_cat=1
split_feature=82 32 29 136 52 78 22 86 121 124 80 101 67 31 18 56 43 105 8 25 30 122 116 38 66 121 30 62 71 34
split_gain=1.62454 3.62925 4.22036 6.17427 5.57692 4.54787 5.11706 4.73323 4.43878 4.34192 4.52545 4.85021 4.05839 6.45573 4.26861 4.09935 4.87836 5.4681 4.04053 4.01091 4.48539 3.99869 3.8564 3.82226 4.80575 4.25013 4.16251 3.73431 3.70182 3.61106
threshold=317.73266601562506 10.449999809265138 1016.6499938964845 0 0.74500000476837169 13.355000019073488 6.5650000572204599 0.90142565965652477 0.061046212911605842 0.98624804615974437 322.19697570800787 0.34130553901195532 2.1550000905990605 1015.7500000000001 7.4149999618530282 112.56040573120119 11.34999990463257 -0.3788772970438003 11.84999990463257 336.50000000000006 1019.2500000000001 0.1650413200259209 0.50751903653144848 19.050000190734867 0.7150000035762788 -0.89490029215812672 1012.2500000000001 0.35864159464836126 318.41897583007818 3.6499999761581425
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 18 3 5 9 6 -3 12 -6 -4 28 19 13 21 -15 -16 17 27 22 20 -12 -7 -2 -5 -25 26 -26 -17 -11 -20
right_child=1 2 4 23 8 7 -8 -9 -10 10 11 -13 -14 14 15 16 -18 -19 29 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.1258375878379114e-05 0.0001091528252901948 -0.0043224794709040039 0.0012736608517062418 5.2918644897873991e-05 0.00041196603629004274 -0.00070048083591416803 -0.00068630984808103136 -0.0028535284181694757 -0.0013172768271966441 -0.006081882900043363 0.045020046254450628 0.0057338082367186247 -0.00053847800707420505 0.0035832005125042555 -0.0018809421309109392 0.032425891384972559 0.040340914687311109 -0.0039161172823916224 0.005239068237466944 0.0066212937287572354 0.012714043667628653 0.020532562300238921 -0.0019515307171857213 0.010388786230302816 0.02691996535709636 -0.0035909353134202498 0.00097516095713497369 0.0088277787699674575 0.0089835483186199508 -3.1119020408641389e-05
leaf_weight=1224110 3133 2220 2761 38796 25129 617 1715 1844 4354 132 22 584 4841 185 29 38 22 29 352 36 21 23 8246 70 22 1476 52 30 59 4242
leaf_count=1224110 3133 2220 2761 38796 25129 617 1715 1844 4354 132 22 584 4841 185 29 38 22 29 352 36 21 23 8246 70 22 1476 52 30 59 4242
internal_value=5.35027e-06 -0.000187302 -5.75072e-05 -0.000338389 0.000383861 -0.00135502 -0.00273772 -0.000646296 0.000156594 0.00223738 0.00535312 0.00730671 5.37625e-05 0.00300036 0.00864653 0.0149757 0.0190836 0.0142624 -0.000878871 0.0189342 0.0292427 6.25817e-05 -0.00138416 -4.64312e-05 -0.00242596 -0.00300469 0.00868848 0.022015 -0.00142816 0.000372692
internal_weight=1.32519e+06 101080 85107 52009 33098 11593 3935 7658 29483 3615 854 663 5814 973 333 148 119 97 15973 79 43 640 11379 40416 1620 1550 74 68 191 4594
internal_count=1325190 101080 85107 52009 33098 11593 3935 7658 29483 3615 854 663 5814 973 333 148 119 97 15973 79 43 640 11379 40416 1620 1550 74 68 191 4594
cat_boundaries=0 1
cat_threshold=4179
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=31
num_cat=2
split_feature=84 31 89 11 8 67 64 64 12 83 71 23 52 76 60 136 29 87 40 23 31 42 20 92 43 36 136 79 67 16
split_gain=2.07382 3.51414 2.66302 2.35062 2.23451 2.22461 7.75738 4.12265 8.19107 4.47636 6.03892 5.08369 6.17892 5.76759 5.42915 5.11385 5.07791 4.22705 4.14986 5.42102 4.03764 4.30967 4.03689 3.95092 3.85669 4.00933 5.65904 3.84396 5.6497 8.71314
threshold=0.9164489507675172 1030.4500122070315 0.31200756132602697 20.349999427795414 16.150000572204593 11.864999771118166 14.154999732971193 4.8150000572204599 2.7250000238418584 260.99177551269537 259.57133483886724 7.2049999237060556 16.425000190734867 15.994999885559084 0.30333854258060461 0 1013.2500000000001 0.7993326485157014 11.949999809265138 6.1050000190734872 1013.1499938964845 15.150000095367433 5.6649999618530282 -0.71407333016395558 12.949999809265138 14.650000095367433 1 15.074999809265138 2.9250000715255742 8.0099999904632586
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=5 2 3 4 -2 7 -7 27 9 -9 16 13 24 17 15 22 -11 -12 -16 -20 -19 -22 -15 -14 25 -13 -27 28 -1 -30
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 11 12 23 14 18 -17 -18 20 19 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.5022600771629687e-05 -0.00040263699539483193 0.019390829455700111 -0.0050091127812958713 0.014810717694461345 -0.0033782625365361614 -0.00057520780671931158 4.4079356848451317e-05 -0.00021024678864155338 -0.00062203769625835228 0.0040045443651881302 0.00086741518382167269 0.00083505433605534545 -0.0043626535136741451 -0.0033224730240181094 0.00029502754322664054 0.001028898785869866 0.0010902055756523735 0.0004048372611257777 -0.00075732859706285557 0.01608994562532947 -0.00074484744917623037 0.0209083396455516 0.0049665658835026869 0.00014934976397260947 -0.0033970441518844882 0.00046026742001903804 0.0027347537672378977 0.00049921671606501558 -0.0016513371765613388 -0.00020279982777229573
leaf_weight=775980 14313 22 336 25 660 69856 183136 24406 22387 2095 8314 17784 503 160 15476 3288 5216 11383 95 96 25792 23 1792 13692 440 4055 8493 36340 12316 66089
leaf_count=775980 14313 22 336 25 660 69856 183136 24406 22387 2095 8314 17784 503 160 15476 3288 5216 11383 95 96 25792 23 1792 13692 440 4055 8493 36340 12316 66089
internal_value=-5.2068e-07 -0.000578197 -0.000606847 -0.000508223 -0.000533801 6.25502e-06 -0.000126918 3.81535e-05 0.000267329 0.000406461 0.000533266 0.000441896 0.000852425 0.00016396 0.000851405 0.00224462 0.00192532 -0.000151834 0.00038543 0.00771041 -0.000379643 -0.000725555 0.00426529 -1.05331e-05 0.0012505 0.00131792 0.00200228 -4.42553e-06 -2.58472e-05 -0.000430339
internal_weight=1.32456e+06 15356 15334 14998 14973 1.30921e+06 252992 1.05622e+06 165490 143103 118697 111386 44967 66419 20907 5240 7311 45512 15667 191 37198 25815 1952 14195 30772 30332 12548 890725 854385 78405
internal_count=1324563 15356 15334 14998 14973 1309207 252992 1056215 165490 143103 118697 111386 44967 66419 20907 5240 7311 45512 15667 191 37198 25815 1952 14195 30772 30332 12548 890725 854385 78405
cat_boundaries=0 1 2
cat_threshold=99 5152
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=31
num_cat=2
split_feature=63 134 12 67 66 101 55 92 4 32 39 53 37 127 26 123 121 112 121 37 136 60 52 99 16 16 89 26 136 39
split_gain=1.95846 1.89038 1.88385 2.4838 2.0281 2.25144 5.83911 3.15173 2.86678 2.65779 2.49028 2.33841 2.12626 2.06369 3.02096 2.04579 2.54085 2.54407 2.03884 1.92894 1.91095 1.86069 6.94969 5.43964 3.97507 5.20914 4.99058 4.51959 4.06608 4.17902
threshold=0.83543437719345104 1022.5499877929689 0.90500000119209301 7.2249999046325692 2.2949999570846562 -0.73803976178169239 3.6950000524520878 -0.6954490840435027 1.0000000180025095e-35 15.250000000000002 10.650000095367433 19.545000076293949 14.949999809265138 -0.64942333102226246 226.50000000000003 0.64942333102226268 -0.47714059054851526 -0.44618082046508784 -0.36648726463317866 14.449999809265138 0 0.46953181922435766 8.6649999618530291 -0.80676144361495961 11.120000362396242 13.344999790191652 0.18558440357446673 189.50000000000003 1 16.650000572204593
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 1 2
left_child=1 21 3 20 13 6 12 10 -8 -10 -7 15 -6 14 -4 16 -12 -18 -13 -17 -2 22 -1 -24 26 27 -23 -26 29 -29
right_child=2 -3 4 -5 5 7 8 -9 9 -11 11 18 -14 -15 -16 19 17 -19 -20 -21 -22 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=-4.3366971872770869e-07 0.0060383682934666977 -0.001478707716857596 -0.0093321312622630537 0.015241604616098546 -0.024115639535540884 0.014003232482639029 0.011615524692215811 -0.00031666567131422236 0.0007436532234886031 -0.011247075338448799 0.0050102815288807952 -0.012316003639928319 -0.0044536792463622989 -0.0010343563436819372 -0.0011994650008499118 0.0017265365210886404 -0.0021533369082683798 0.0032926351507909604 0.001121091763970667 -0.0098753346630664016 0.00023175662098403615 -0.00019506631293912896 -0.0015457755677067192 8.1557936382193848e-05 -0.0018862609123245857 2.4554238964608008e-05 0.0025203641609404916 0.0016766847976515784 0.00046848047027273358 0.016190385796129702
leaf_weight=918260 170 2123 203 34 44 41 38 48723 136 70 621 55 20 1881 261 77 393 472 58 67 684 97293 13117 8439 1936 130985 1722 6158 90432 50
leaf_count=918260 170 2123 203 34 44 41 38 48723 136 70 621 55 20 1881 261 77 393 472 58 67 684 97293 13117 8439 1936 130985 1722 6158 90432 50
internal_value=-4.93052e-07 1.20468e-05 -0.000295268 0.00198869 -0.00033342 -0.000267077 -0.00452899 -0.000241087 -0.00100315 -0.00333087 0.00182305 0.00153654 -0.0179713 -0.00177105 -0.00475751 0.00201874 0.00257015 0.000818338 -0.00541909 -0.00367156 0.00146106 1.45419e-05 -2.12658e-05 -0.000908688 0.000116962 0.000231177 -0.000147841 0.000505732 0.000553651 0.0017907
internal_weight=1.32456e+06 1.27052e+06 54048 888 53160 50815 308 50507 244 206 1784 1743 64 2345 464 1630 1486 865 113 144 854 1.26839e+06 939816 21556 328576 229561 99015 98576 96640 6208
internal_count=1324563 1270515 54048 888 53160 50815 308 50507 244 206 1784 1743 64 2345 464 1630 1486 865 113 144 854 1268392 939816 21556 328576 229561 99015 98576 96640 6208
cat_boundaries=0 1 2
cat_threshold=68 16
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=31
num_cat=3
split_feature=67 64 8 52 136 32 106 22 115 126 14 37 115 110 127 64 12 62 106 21 136 42 98 30 37 88 111 136 10 98
split_gain=1.90277 7.02767 4.08387 6.50239 4.83995 5.44849 4.55236 4.22608 3.91016 3.74628 3.51364 5.14419 3.37935 5.70573 3.88823 3.30956 8.58072 4.88925 3.71707 3.64825 5.16389 3.98864 4.67188 3.8274 3.62157 3.80044 3.57063 3.5433 3.90487 3.49146
threshold=12.015000343322756 11.34500026702881 10.34999990463257 3.9050000905990605 0 11.84999990463257 -0.83382791280746449 8.1050000190734881 -0.8703225553035735 -0.77159520983695973 2.7949999570846562 8.9499998092651385 0.21643137186765674 0.49960952997207647 0.58068084716796886 5.1949999332427987 2.7250000238418584 0.30688376724720007 -0.37754671275615687 7.4949998855590829 1 17.650000572204593 -0.15587200969457624 1020.4500122070314 13.949999809265138 -0.99682700634002674 0.88140892982482921 2 16.44999980926514 -0.90821427106857289
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 1 2 2
left_child=15 -2 7 4 5 6 10 9 -9 -3 -4 -12 -11 -14 -15 -1 17 18 27 -19 24 22 23 26 -21 -26 29 28 -17 -22
right_child=1 2 3 -5 -6 -7 -8 8 -10 12 11 -13 13 14 -16 16 -18 19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.2421917824211529e-06 -0.00067519009030869866 0.00052737047498497874 0.0041207743293138529 0.00010738089473002853 0.00095612199047057696 -0.00048564377442332664 0.0019106005462141244 -0.00016549701103310473 0.00056603252448914792 -0.00057056210189498175 -0.0034255812643095851 0.012471636125035247 -0.00040072424327666615 0.037345456779003146 0.0097092617303133014 0.00036632084167388982 -0.00064592386347251752 4.1731322937462454e-05 -0.00011099868707320127 0.00046485180578604294 0.00013293965635188663 0.010316921714305257 -0.008107138704762356 -0.00085340365760536478 0.0052034393734851003 0.0015243366937975529 -0.0037210195562523171 0.0021947530002463631 0.014410424953268375 0.0015378366340357795
leaf_weight=910587 47040 9221 392 47379 8591 561 585 46664 30018 62223 58 415 97 20 35 4897 23454 70020 4326 9966 12942 96 172 6938 748 11395 487 8468 50 6718
leaf_count=910587 47040 9221 392 47379 8591 561 585 46664 30018 62223 58 415 97 20 35 4897 23454 70020 4326 9966 12942 96 172 6938 748 11395 487 8468 50 6718
internal_value=-4.65856e-07 -0.000123708 2.06498e-06 0.000357856 0.0014772 0.00368018 0.0053173 -0.00013706 0.000120868 -0.00041331 0.00762126 0.0105223 -0.000552372 0.00689384 0.0197588 2.86745e-05 0.000237888 0.000388949 0.00116348 0.000273944 0.000602672 0.000143063 0.000107283 0.000159448 0.0011707 0.00175097 0.000508242 0.00157447 0.000507241 0.000613006
internal_weight=1.32456e+06 253299 206259 57981 10602 2011 1450 148278 76682 71596 865 473 62375 152 55 1.07126e+06 160677 137223 17741 119482 49462 27353 27257 27085 22109 12143 20147 13415 4947 19660
internal_count=1324563 253299 206259 57981 10602 2011 1450 148278 76682 71596 865 473 62375 152 55 1071264 160677 137223 17741 119482 49462 27353 27257 27085 22109 12143 20147 13415 4947 19660
cat_boundaries=0 1 2 3
cat_threshold=68 1812 4932
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=31
num_cat=0
split_feature=84 31 89 25 31 99 64 77 18 65 123 65 57 73 62 87 101 79 106 5 83 78 61 37 36 73 56 11 72 81
split_gain=1.87453 3.17491 2.4164 2.17532 2.43726 2.70528 3.66992 6.29719 5.04626 4.72787 2.79123 2.97281 2.42954 3.34285 2.56709 2.39659 3.5148 2.38558 3.33951 2.34375 3.4906 3.18542 2.29506 2.25076 3.10146 2.80511 2.41869 2.10559 2.10115 2.08804
threshold=0.9164489507675172 1030.4500122070315 0.31200756132602697 348.50000000000006 1015.1499938964845 -0.088609319180250154 0.98500001430511486 12.09500026702881 6.4600000381469735 0.63499999046325695 0.078456107527017607 0.59499999880790722 226.36783599853518 0.6609022617340089 0.54957213997840892 0.78613543510437023 0.33777290582656866 6.0050001144409189 -0.21595011651515958 6.2500000000000009 336.50177001953131 4.7149999141693124 0.69440084695816051 12.949999809265138 12.650000095367433 0.70393669605255138 292.63345336914068 20.349999427795414 0.78053224086761486 193.81327819824222
decision_type=2 2 2 2 2 2 2 2 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 27 -1 22 6 7 19 9 -9 11 -10 14 29 15 16 -8 -17 -19 20 -6 -22 -5 24 25 26 -15 -2 -25 -14
right_child=1 -3 -4 4 5 -7 12 8 10 -11 -12 -13 13 23 -16 17 -18 18 -20 -21 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=2.5085520875355666e-06 -0.00050715297974499984 0.018431068618189207 -0.0047703626063247658 -0.00091419977304295135 -0.0036219614464789631 -0.0009573423758528119 -0.003553715605521575 0.037594643157596391 -0.0087289325398160148 0.0099163155959643146 0.020940425108807784 0.011029063153298612 0.011611453332006931 0.027037370086393578 0.01874929899049382 0.017857393451655903 0.022341976908807595 -0.0039277909108204768 0.0054869487549190502 -0.0070559309811556135 0.022950293103026022 0.002449110192974331 0.011399040149094966 0.0031728441435067605 0.021752699479460718 0.0021921912750793608 0.0058804524024682388 0.014015619501471519 -0.010489480737333169 -0.0032235944260929593
leaf_weight=1305375 14973 22 336 1276 65 560 20 36 32 27 30 47 25 22 31 24 38 160 229 58 36 40 39 60 25 401 35 25 53 463
leaf_count=1305375 14973 22 336 1276 65 560 20 36 32 27 30 47 25 22 31 24 38 160 229 58 36 40 39 60 25 401 35 25 53 463
internal_value=-4.41373e-07 -0.000549659 -0.000576891 6.00054e-06 0.00119555 0.00210699 0.00298386 0.00746066 0.0144674 0.0257325 0.00795645 0.00302582 0.00193664 0.000604903 0.00481233 0.00389504 0.0134124 0.00255846 0.00161456 0.00140454 0.00488473 0.0121602 -0.000549016 0.00311737 0.00460357 0.00366748 0.0140463 -0.000482945 -0.00323515 -0.0024636
internal_weight=1.32456e+06 15356 15334 1.30921e+06 3832 2517 1957 371 172 63 109 79 1586 1084 502 471 58 413 389 199 141 76 1315 596 483 458 57 14998 113 488
internal_count=1324563 15356 15334 1309207 3832 2517 1957 371 172 63 109 79 1586 1084 502 471 58 413 389 199 141 76 1315 596 483 458 57 14998 113 488
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=31
num_cat=3
split_feature=67 64 20 136 39 70 64 12 62 23 31 70 5 2 55 106 136 10 136 35 108 38 59 43 74 2 68 112 93 88
split_gain=1.72339 6.40558 3.47249 3.15704 7.39503 5.06697 2.99634 7.74276 4.40877 4.25115 4.40692 4.04202 4.11456 4.7783 3.72331 3.3633 3.19739 3.52428 3.09215 8.31165 3.62748 4.60792 4.8969 3.06791 3.02164 2.9396 4.57563 2.93878 2.93756 2.88491
threshold=12.015000343322756 14.154999732971193 6.4049999713897714 0 9.1500000953674334 316.64710998535162 5.1949999332427987 2.7250000238418584 0.30688376724720007 7.2049999237060556 1020.0499877929689 301.64782714843756 5.3500001430511483 79.500000000000014 1.1649999618530276 -0.37754671275615687 1 16.44999980926514 2 12.34999990463257 -0.10788112506270407 18.250000000000004 193.73435211181643 17.750000000000004 0.62353044748306286 309.50000000000006 315.07749938964849 -0.70088258385658253 -0.58516138792037953 -0.90235093235969532
decision_type=2 2 2 1 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
left_child=6 -2 -3 -4 5 -5 -1 8 15 -10 11 18 13 -13 27 16 17 -8 19 -11 -21 -22 -23 -20 25 -12 -27 -15 -9 -16
right_child=1 2 3 4 -6 -7 7 28 9 10 24 12 -14 14 29 -17 -18 -19 23 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-7.812902195734972e-06 -0.00052741115642215993 0.00088560005390600689 0.00019517573444917705 0.0034284950181079862 -0.00026261055136086228 0.016929321137747616 0.00034863123920251187 -0.0023416106140605971 -5.993812205590311e-06 -0.00072236170868023584 0.00037067497700105366 0.00032187907255203677 -0.00018689585004415108 -0.0052110160282609289 0.00516290827600619 -0.00010694763931884811 0.0020855382999399956 0.013690797703340649 0.00022317132277432984 -0.00039106322934345978 0.0034328150141661462 -0.024354400870300108 0.0035289594641653823 0.0093237899924798681 -0.0004412366519657202 0.0040848333125513125 0.024966319760174625 0.0040034577969218733 -0.00043201056077972515 0.0026104121634395487
leaf_weight=910587 69301 11304 86196 275 86130 93 4897 2225 66400 2895 839 2225 2174 232 1621 4326 8468 50 21880 827 4165 31 32 93 11995 416 28 138 21229 3491
leaf_count=910587 69301 11304 86196 275 86130 93 4897 2225 66400 2895 839 2225 2174 232 1621 4326 8468 50 21880 827 4165 31 32 93 11995 416 28 138 21229 3491
internal_value=-4.19304e-07 -0.000117708 3.66023e-05 -1.89703e-05 -0.000232364 0.00684039 2.73135e-05 0.000226381 0.000369876 0.000260669 0.000594235 0.000857363 0.00173418 0.00227608 0.00306923 0.00110537 0.00149631 0.000482507 0.000567826 0.00141218 0.00263743 0.0032298 -0.0101914 0.00026157 -0.000194554 0.00211173 0.00540168 -0.00177427 -0.000613168 0.0034198
internal_weight=1.32456e+06 253299 183998 172694 86498 368 1.07126e+06 160677 137223 119482 53082 39804 9881 7707 5482 17741 13415 4947 29923 7950 5055 4228 63 21973 13278 1283 444 370 23454 5112
internal_count=1324563 253299 183998 172694 86498 368 1071264 160677 137223 119482 53082 39804 9881 7707 5482 17741 13415 4947 29923 7950 5055 4228 63 21973 13278 1283 444 370 23454 5112
cat_boundaries=0 1 2 3
cat_threshold=401 4932 580
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=31
num_cat=2
split_feature=127 92 136 66 122 87 113 4 60 136 57 35 54 108 30 28 33 85 28 41 53 54 67 36 106 10 16 1 36 57
split_gain=1.74858 4.96402 4.27067 3.77936 3.14318 2.9491 6.16976 4.02928 3.44903 3.21025 6.5057 3.74503 2.92436 2.90043 2.89366 3.39081 2.98717 2.87841 2.81842 6.66745 5.25346 4.89068 5.48747 4.23219 3.84253 4.76109 3.0049 2.85782 2.74102 2.71773
threshold=0.90255093574523937 -0.67477184534072865 0 1.3550000190734866 -0.70088258385658253 0.84772092103958141 0.18222858756780627 11.050000190734865 0.34921504557132726 1 297.04829406738287 10.750000000000002 5.2850000858306894 -0.16652923822402951 1020.9500122070314 1012.2500000000001 12.550000190734865 0.91592475771904003 1019.5499877929689 10.949999809265138 1.9750000238418581 0.84499999880790722 1.1950000524520876 12.449999809265138 -0.41858652234077448 6.1499998569488534 6.9049999713897714 326.50000000000006 22.750000000000004 200.49776458740237
decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 9 7 13 -8 10 -3 -12 18 -7 15 16 -15 -17 27 24 21 -21 -23 -24 -20 -26 -27 28 -4 -6
right_child=1 5 12 4 29 6 8 -9 -10 -11 11 -13 -14 14 -16 17 -18 -19 19 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=2.7113381869184585e-05 0.002538386988288439 0.00015145386165371695 -0.00060084415007167352 -0.00067726291836757457 -0.0079220643442957216 0.0034731632151732937 0.022107787541658167 0.00087555221127072209 0.0042430957366949382 -0.0001375626412525557 0.00049991617952008531 0.0029648969943944859 0.00072841996383747349 -0.0012645190274031784 4.8293386979249196e-05 -0.0012351349987546017 0.0018066975084341246 -0.0046809879756073069 -0.0012540648201743391 0.0032794692272017168 -7.4095553406173502e-06 0.040896649118512873 0.028433210198723136 -0.0037048780731856823 0.016484924669687949 0.01241550743341064 -0.003947397851385176 -0.0023643091352937582 -0.011510935541772252 -0.0033636843917150328
leaf_weight=1126574 282 48899 7763 631 493 405 44 4521 70 91522 2780 3457 3234 1450 7610 17329 1744 628 1230 43 82 30 21 20 72 39 100 3726 58 971
leaf_count=1126574 282 48899 7763 631 493 405 44 4521 70 91522 2780 3457 3234 1450 7610 17329 1744 628 1230 43 82 30 21 20 72 39 100 3726 58 971
internal_value=2.96475e-06 -0.000133571 -0.000906877 -0.00288364 -0.00362724 -5.303e-05 -0.00047406 -0.000513357 0.0111382 4.4007e-05 0.000345362 0.00186619 -0.000618548 -0.000728651 -0.000787819 -0.00108865 0.000412438 -0.00135564 -0.000949425 0.000992174 0.00964443 0.016587 0.0246465 0.0127561 -0.000184677 0.00604919 0.000643633 -0.00122468 -0.000681753 -0.00489871
internal_weight=1.32583e+06 199254 18795 2377 2095 180459 33801 33687 114 146658 55136 6237 16418 29166 28761 21151 3194 17957 13184 1637 196 114 71 41 1441 211 139 11547 7821 1464
internal_count=1325828 199254 18795 2377 2095 180459 33801 33687 114 146658 55136 6237 16418 29166 28761 21151 3194 17957 13184 1637 196 114 71 41 1441 211 139 11547 7821 1464
cat_boundaries=0 1 2
cat_threshold=5186 144
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=31
num_cat=2
split_feature=127 52 56 61 136 100 23 16 10 82 54 42 32 59 104 27 39 99 136 67 112 1 78 90 5 24 93 90 91 91
split_gain=1.5781 4.70692 4.609 3.91935 3.68731 3.39993 4.40612 2.88415 3.73583 2.85075 4.02547 3.9385 4.56746 4.69743 5.1496 4.19715 3.88176 3.53519 3.59788 4.32599 3.40863 3.49832 3.01905 3.22514 2.79213 2.78098 2.9723 2.7785 2.76497 2.72644
threshold=0.90255093574523937 0.99500000476837169 318.91493225097662 0.46001344919204717 0 0.31981414556503301 6.6250000000000009 9.5450000762939471 3.6499999761581425 333.38531494140631 0.25499999523162847 11.550000190734865 15.150000095367433 242.14613342285159 -0.45686672627925867 307.50000000000006 11.250000000000002 -0.5545632243156432 1 1.235000014305115 -0.026175950653851029 20.500000000000004 14.204999923706056 0.041427349671721465 15.050000190734865 305.50000000000006 -0.75042417645454396 -0.44517870247364039 -0.51802828907966603 0.93367582559585582
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 -2 9 -5 7 29 8 -4 17 28 15 13 14 -13 20 -17 18 19 25 21 -12 23 -21 -18 -3 -27 -15 -11 -7
right_child=1 3 5 4 -6 6 -8 -9 -10 10 11 12 -14 27 -16 16 24 -19 -20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.5757712234712825e-05 3.7988367209759063e-05 0.0014629414454995567 0.028413005519126146 0.00025793875629324074 -0.00057176703579153536 0.00015275818332244296 0.0071503747503147532 -0.0041945657761329243 0.0082072411223634845 -0.0018181788424650831 0.0078573639737442146 -0.0035029745270167625 -0.0089380791900142784 0.0045683940155676712 0.020419611485402396 -0.0015883785060664087 -0.0052775778102562409 0.00085761179255813369 -0.00060625149712992548 -0.0029151554594452548 0.011851693752374668 -0.0023402054866040649 1.5868669991058226e-05 -0.0098941070308104506 0.013515733964741232 0.0039410340541508049 0.030873977111297704 -0.012806590967529424 0.020486176051340548 0.013925688107170771
leaf_weight=1126574 115120 73 28 26356 27203 1245 315 34 125 24 107 31 59 76 82 1543 1673 3235 17466 2786 67 393 873 176 20 20 21 33 33 37
leaf_count=1126574 115120 73 28 26356 27203 1245 315 34 125 24 107 31 59 76 82 1543 1673 3235 17466 2786 67 393 873 176 20 20 21 33 33 37
internal_value=2.81646e-06 -0.000126892 7.70707e-05 -0.000416438 -0.000163533 0.00259902 0.0018521 0.00897783 0.011905 -0.00088691 -0.00210079 -0.00228496 0.00342722 0.0067135 0.0138568 -0.00270703 -0.00340233 -0.000682987 -0.000915714 -0.00227713 0.0012612 -0.000157926 -0.00256822 -0.00332984 -0.00505557 0.00731552 0.017736 -0.000691923 0.0110949 0.000550261
internal_weight=1.32583e+06 199254 116904 82350 53559 1784 1597 187 153 28791 4141 4084 281 222 113 3803 3236 24650 21415 3949 567 500 3835 2962 1693 114 41 109 57 1282
internal_count=1325828 199254 116904 82350 53559 1784 1597 187 153 28791 4141 4084 281 222 113 3803 3236 24650 21415 3949 567 500 3835 2962 1693 114 41 109 57 1282
cat_boundaries=0 1 2
cat_threshold=6293 5190
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=31
num_cat=1
split_feature=131 36 21 84 127 53 60 69 86 136 26 79 52 41 55 41 104 75 67 59 22 121 119 85 32 78 22 10 67 31
split_gain=1.56073 1.90814 1.96187 1.6033 1.48543 4.25106 5.07268 4.24677 4.12428 3.77821 5.64609 5.00464 3.87645 4.80586 5.74875 4.24377 3.4903 3.15767 2.98964 3.92025 3.98713 3.83077 2.98951 2.919 2.91778 3.56522 4.53243 2.86628 2.83835 3.14666
threshold=343.50000000000006 17.250000000000004 6.2950000762939462 0.90532591938972484 0.90255093574523937 0.85500001907348644 0.53426331281661998 324.72695922851568 0.89722785353660595 0 335.50000000000006 32.164999008178718 1.6549999713897707 11.150000095367433 1.7450000047683718 11.34999990463257 0.32959988713264471 0.71062463521957409 6.4949998855590829 293.88204956054693 6.4049999713897714 -0.74892720580101002 0.9980967938899995 0.81256139278411876 15.34999990463257 17.974999427795414 5.0050001144409189 16.250000000000004 0.79500001668930065 1014.9500122070314
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=4 2 -2 -4 -1 7 9 16 18 10 22 -11 13 17 15 -15 -6 -12 19 20 21 -9 -7 -23 25 26 -25 -8 -17 -30
right_child=1 -3 3 -5 5 6 27 8 -10 11 12 -13 -14 14 -16 28 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=2.758015246519129e-05 -0.0032906289057931509 0.010152205294375686 -0.00065051597163649614 0.0093337494902676205 2.651879204398825e-05 2.9239906048962883e-05 -7.1336798004675641e-05 -0.015484901730503356 -0.0016974590661149097 -0.0014156064187953142 -0.0032299873373385804 0.0034597978403164732 -0.0035458641285832748 0.024434482040815057 0.024827697528274479 0.015394838713109494 0.01628981942988255 0.0013982448651794601 0.00098630028888834886 7.2691838477688091e-05 0.018126734572908153 0.015735482507200992 0.0081543536828177273 0.011885695104095815 0.021556104024728906 0.0080715998301698951 -0.0026617714128881757 0.003219034013859744 0.0048796835816964246 -0.011808245668132593
leaf_weight=1123554 858 37 2084 41 111859 16318 43881 21 572 19466 867 541 2028 20 37 24 33 641 925 316 69 72 114 69 26 331 239 672 56 57
leaf_count=1123554 858 37 2084 41 111859 16318 43881 21 572 19466 867 541 2028 20 37 24 33 641 925 316 69 72 114 69 26 331 239 672 56 57
internal_value=2.67529e-06 -0.00113269 -0.00127266 -0.000457878 5.26735e-06 -0.00012055 -0.000389073 7.80822e-05 0.00206022 -0.000796531 -0.00031288 -0.00128313 -0.00206921 -0.000309719 0.00709785 0.00291948 3.13153e-05 -0.00126268 0.00309958 0.00480979 0.00661986 0.0055724 8.56094e-05 0.00617241 0.005137 0.00446893 0.000597239 -2.17076e-05 -0.000221398 -0.00353812
internal_weight=1.32583e+06 3020 2983 2125 1.32281e+06 199254 84722 114532 2640 40169 20162 20007 3730 1702 194 157 111892 1508 2068 1143 827 758 16432 737 665 639 308 44553 137 113
internal_count=1325828 3020 2983 2125 1322808 199254 84722 114532 2640 40169 20162 20007 3730 1702 194 157 111892 1508 2068 1143 827 758 16432 737 665 639 308 44553 137 113
cat_boundaries=0 1
cat_threshold=2452
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=31
num_cat=0
split_feature=88 34 73 79 15 107 82 42 69 71 118 127 28 85 101 75 109 95 99 54 123 96 23 1 81 89 87 19 20 64
split_gain=1.49562 2.95489 2.6247 5.33719 3.81922 3.34314 2.36976 2.92591 3.54587 3.96875 2.75303 4.00499 3.86689 4.74321 4.99965 2.88494 2.69418 2.46402 2.39357 2.3787 2.53593 2.51675 2.37518 2.97964 2.32304 2.2502 2.2439 2.37815 3.15412 2.95479
threshold=0.63782295584678661 22.150000572204593 0.29800944030284887 2.245000004768372 0.81499999761581432 -0.62374651432037342 310.71804809570318 12.650000095367433 261.27258300781256 258.21638488769537 0.6755644977092744 -0.95878320932388295 1020.1499938964845 0.83862450718879711 0.83137941360473644 0.77620080113410961 0.78026321530342113 -0.58381727337837208 -0.64926269650459278 1.3450000286102297 -0.50751903653144825 -0.92040312290191639 6.9049999713897714 322.50000000000006 306.15403747558599 -0.7011263072490691 0.92042428255081188 5.4100000858306894 4.7049999237060556 0.74500000476837169
decision_type=2 2 2 2 2 2 2 2 2 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 26 17 -10 -8 -12 13 24 16 -14 18 -9 19 20 -15 -21 23 -23 -13 -20 27 28 -4 -30
right_child=1 -3 5 4 -6 -7 10 8 9 -11 11 12 15 14 -16 -17 -18 -19 25 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.6075252128066848e-06 -0.007153414302218471 -0.019421159919528738 -0.0046568200747306287 0.020943332389248788 0.0040301634312663341 -0.0026268062490193617 -0.0015504388617424559 -0.0019314041782626731 0.024707871008124334 0.0031947827634384051 0.022016630073388419 0.010847033010213636 0.021806351972613918 -0.0028592310600738906 0.020948259713940133 -0.00013243127209336861 -0.0027859288515256985 0.0076601415054819494 -0.013339686946886959 0.021190894189241687 0.010390966319203101 0.00030039314525700839 0.021111079506002939 0.014980028481455521 -0.0071462343720553297 0.0033532133759133736 -0.011393687633628196 -0.0014396301000051484 0.027418069417277976 0.0042095807439181954
leaf_weight=1318101 103 21 37 37 341 1983 495 246 36 53 27 20 43 109 39 23 175 92 33 38 54 112 26 50 174 52 55 3197 24 32
leaf_count=1318101 103 21 37 37 341 1983 495 246 36 53 27 20 43 109 39 23 175 92 33 38 54 112 26 50 174 52 55 3197 24 32
internal_value=2.54152e-06 -0.000691052 -0.00064001 0.00293636 0.00568569 -0.000878104 -0.000216587 -0.000880249 0.00301736 0.0118967 0.00148636 0.00302812 0.00248731 0.00161377 0.00356082 0.014161 0.00251597 0.000679312 0.00447342 0.0061343 0.0015304 0.00945481 0.00708263 0.00483114 -0.00529126 -0.00312756 -0.00137779 -0.00121035 0.00667138 0.0141561
internal_weight=1.32583e+06 7727 7706 481 378 7225 5242 3772 427 89 1470 975 948 882 688 66 649 338 474 389 163 226 188 162 194 85 3345 3290 93 56
internal_count=1325828 7727 7706 481 378 7225 5242 3772 427 89 1470 975 948 882 688 66 649 338 474 389 163 226 188 162 194 85 3345 3290 93 56
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=31
num_cat=3
split_feature=82 32 136 37 66 120 28 136 35 76 62 26 88 124 136 41 34 39 127 11 94 13 95 58 74 65 28 61 81 33
split_gain=1.48036 3.14821 4.21153 3.95021 6.09852 3.48131 3.9688 3.27486 3.1257 3.04804 3.27097 3.00015 2.87734 2.54982 6.09114 5.37396 4.1849 5.86924 4.00453 3.86751 4.71226 4.94543 4.88783 3.9315 4.97077 6.38031 4.58919 4.55794 4.22827 5.66586
threshold=317.73266601562506 10.750000000000002 0 19.050000190734867 0.79500001668930065 -0.46173103153705591 1015.6499938964845 1 20.050000190734867 40.82500076293946 0.39001354575157171 237.50000000000003 -0.65282803773879994 0.35019405186176306 2 12.750000000000002 14.84999990463257 16.44999980926514 -0.85260769724845875 7.0499999523162851 -0.67527416348457325 1.5349999666213991 0.99512380361557018 241.03465270996097 0.28083397448062902 0.7150000035762788 1019.0499877929689 0.3407453745603562 319.51943969726568 11.750000000000002
decision_type=2 2 1 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
left_child=-1 12 3 8 -5 11 -7 -6 13 -8 -11 -4 -2 14 -3 16 17 18 -16 23 21 -21 -23 26 25 27 -15 -25 -28 -30
right_child=1 2 5 4 7 6 9 -9 -10 10 -12 -13 -14 19 15 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=1.7588636782136527e-05 -0.0003592596581954554 -0.0031713208346396994 -0.0042107856429966636 0.010936770255128589 -0.0093994020826943317 -0.004242324258490718 -0.0012647402750313964 -0.0020992242079437371 0.016848945910377163 0.024330499723631271 0.0011912141887781523 0.00015276237068984316 -0.0016946244131162769 -0.0005520541659445352 0.0050129776360988204 -0.020539019582793118 -0.0015110274547205209 0.0090152826933869324 8.6745277994673136e-05 -0.0011021639619865026 -0.00022507668458639554 0.0022119990186905761 -0.004329290546390206 0.026787263549243413 0.0016640693804131968 -0.0060378509436679242 -0.0020302586654592728 -0.00027795780361408278 -0.0027385217371367846 0.0094263131734337712
leaf_weight=1224797 13606 1706 427 84 164 1424 2816 1562 28 24 42 5084 5734 4517 424 32 3851 192 15258 1826 28153 5575 301 60 7366 34 220 21 129 371
leaf_count=1224797 13606 1706 427 84 164 1424 2816 1562 28 24 42 5084 5734 4517 424 32 3851 192 15258 1826 28153 5575 301 60 7366 34 220 21 129 371
internal_value=2.41445e-06 -0.000181542 -4.5737e-05 8.69967e-05 -0.00221922 -0.00101658 -0.00208282 -0.00285949 0.000146587 -0.0010158 0.0096055 -0.000185331 -0.000755174 0.000139909 -0.000313945 -6.55749e-05 -3.23939e-05 0.00032632 0.000219938 0.000340455 7.47355e-05 0.00117063 0.00187692 0.00108958 0.00182511 0.0121401 3.88786e-05 0.0197704 0.00374616 0.00628779
internal_weight=1.32583e+06 101031 81691 71874 1810 9817 4306 1726 70064 2882 66 5511 19340 70036 21463 19757 19725 15874 15682 48573 35855 7702 5876 12718 7481 115 5237 81 720 500
internal_count=1325828 101031 81691 71874 1810 9817 4306 1726 70064 2882 66 5511 19340 70036 21463 19757 19725 15874 15682 48573 35855 7702 5876 12718 7481 115 5237 81 720 500
cat_boundaries=0 1 2 3
cat_threshold=1940 256 16
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=31
num_cat=1
split_feature=113 92 53 66 5 13 31 81 30 27 39 109 121 39 13 85 28 105 72 14 38 7 30 0 24 136 72 30 122 91
split_gain=1.72303 4.68235 3.73275 3.06312 3.83032 3.21242 3.25114 3.19901 3.6355 3.58478 2.76376 2.80492 2.50282 3.03723 2.74183 2.48629 2.40591 2.61356 2.54429 2.39587 2.37634 2.69738 2.33925 2.32817 2.28372 2.30855 2.94533 3.15154 2.87856 2.6324
threshold=0.095842104405164733 -0.8908594250679015 1.0950000286102297 1.075000047683716 4.5499999523162851 0.72500002384185802 1023.5499877929689 240.72916412353518 1009.5499877929689 147.50000000000003 22.650000572204593 0.086328785866498961 0.8038262426853181 20.849999427795414 0.82499998807907116 0.89130982756614696 1013.0499877929689 -0.99010965228080738 0.51865705847740184 1.6349999904632571 16.94999980926514 7.4500000476837167 1013.6499938964845 299.50000000000006 328.50000000000006 0 0.44367884099483496 1009.3500061035157 -0.78257837891578663 0.38284677267074591
decision_type=2 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 -2 7 5 -5 10 8 -4 23 11 12 13 -7 -14 16 18 -18 -13 -17 24 -22 -23 -9 25 26 27 -6 -29 -28
right_child=1 -3 3 4 20 6 -8 9 -10 -11 -12 15 14 -15 -16 19 17 -19 -20 -21 21 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-8.8221710484316946e-06 -0.0025144707608815548 2.4010187356163379e-05 0.028002491533756259 -0.0070994120690596428 0.01940054119564593 -0.0018274804926275497 -0.013264110114312534 0.0067208567936275464 0.0071156675723381344 0.0023949187095919124 0.013234461872380669 0.01281154611648095 0.021055913945803278 0.0040853145970673908 0.0034592925321520543 -0.012522550656192719 0.016083101203942015 0.0026548799859420292 0.0043565497949756898 0.004901780149735073 0.0010944845792682956 0.021669347662827933 0.0025510779589239976 0.026472438000142574 0.013559320603962989 -0.0043504552359000127 -0.002418777095369206 0.0134002286341398 -0.00033166650877669091 0.012924355194614878
leaf_weight=1291100 565 25821 25 92 30 865 33 37 125 1378 59 135 26 290 149 47 37 1754 261 34 422 32 32 25 25 526 776 47 203 29
leaf_count=1291100 565 25821 25 92 30 865 33 37 125 1378 59 135 26 290 149 47 37 1754 261 34 422 32 32 25 25 526 776 47 203 29
internal_value=4.14248e-07 0.000352396 0.00140454 0.00170001 0.00117542 0.00212937 0.00235947 0.00364793 0.0105968 0.00292408 0.00250045 0.00232443 0.000501398 -0.000342883 0.00607365 0.0033935 0.0037121 0.00293229 0.00723893 -0.00520863 -0.000524788 0.00254512 0.0121102 0.0146852 -0.00143675 -0.00166947 -0.000326636 0.0040875 0.00224993 -0.00186604
internal_weight=1.32498e+06 33880 8059 7494 5904 3782 3690 1590 150 1440 3657 3598 1330 1155 175 2268 2187 1791 396 81 2122 486 64 62 1636 1611 1085 280 250 805
internal_count=1324980 33880 8059 7494 5904 3782 3690 1590 150 1440 3657 3598 1330 1155 175 2268 2187 1791 396 81 2122 486 64 62 1636 1611 1085 280 250 805
cat_boundaries=0 1
cat_threshold=4675
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=31
num_cat=1
split_feature=19 66 35 136 58 29 23 36 64 98 116 21 59 59 111 64 0 23 87 57 85 74 39 32 8 90 127 13 5 13
split_gain=1.66494 6.28842 3.71949 7.74801 3.56142 3.08554 2.93268 4.65394 2.73782 2.38488 2.86759 2.78296 2.84878 2.79928 2.36684 4.92935 4.18591 4.18159 4.27872 4.0849 3.87637 3.87586 3.56462 3.64818 4.42878 3.64285 3.62441 3.57236 3.39921 4.11979
threshold=6.9049999713897714 1.435000002384186 15.750000000000002 0 340.44026184082037 1018.2500000000001 5.3250000476837167 17.650000572204593 5.3650000095367441 -0.30197145044803614 0.82409480214118969 5.3250000476837167 22.602446556091312 319.06681823730474 0.067971121519804015 0.33500000834465032 345.50000000000006 4.3250000476837167 0.86116492748260509 325.41213989257818 0.87083429098129284 0.34226970374584204 18.150000572204593 15.250000000000002 10.250000000000002 0.21222145110368731 -0.18222858756780622 0.76499998569488536 7.0499999523162851 0.89499998092651378
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 14 4 5 9 -4 7 -7 -5 -3 -11 -12 -13 -14 15 16 17 18 -1 22 21 -17 23 24 27 26 28 -19 29 -25
right_child=-2 2 3 8 -6 6 -8 -9 -10 10 11 12 13 -15 -16 20 -18 19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033231840348856979 1.8012085225509392e-05 -0.00076241695379947422 -0.0011815098559324394 -0.0071855850160811603 0.0043024639632105012 0.0050694690379516592 -0.00076607459140017032 0.033476729158844268 -0.0020928459061466931 0.00047277674539430872 0.019082777949404859 0.021354863438755273 -0.0038888292353866359 0.015989668711857953 -6.5697887163524208e-05 -0.0018620865443582759 0.020125898656745755 0.0060333840017133926 -0.0031913922955266062 0.01956938277834501 -0.001674844235259266 0.0017233662849838556 -0.00087153290156954586 0.01072350796952912 0.014301196235464886 0.017860236128961499 0.0017680429169045324 -0.0019187366319916663 0.017979003342334182 -0.00057737052879929256
leaf_weight=444 1205809 22089 2943 839 366 46 68 21 385 574 42 20 77 23 82114 984 33 204 583 39 2283 3221 418 218 64 66 340 459 80 128
leaf_count=444 1205809 22089 2943 839 366 46 68 21 385 574 42 20 77 23 82114 984 33 204 583 39 2283 3221 418 218 64 66 340 459 80 128
internal_value=3.91894e-07 -0.000177895 -0.000841144 -0.00219143 -0.000590663 -0.000839725 0.00654899 0.0139732 -0.00553845 -0.000669124 0.0021308 0.00800553 0.0041285 0.000683225 2.1005e-05 0.000765413 0.00241398 0.0022219 -0.000374964 0.00354481 -1.61837e-05 0.000884345 0.0032287 0.00432806 0.00174056 0.006589 0.00561785 0.00052807 0.00869047 0.00654284
internal_weight=1.32498e+06 119171 27493 4302 23191 3078 135 67 1224 22825 736 162 120 100 91678 9564 3076 3043 1027 2016 6488 4205 1977 1559 727 832 766 663 426 346
internal_count=1324980 119171 27493 4302 23191 3078 135 67 1224 22825 736 162 120 100 91678 9564 3076 3043 1027 2016 6488 4205 1977 1559 727 832 766 663 426 346
cat_boundaries=0 1
cat_threshold=7216
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=31
num_cat=0
split_feature=18 64 31 53 34 39 127 116 58 56 13 90 124 75 74 79 67 24 31 73 111 16 124 32 87 100 31 88 112 70
split_gain=1.60409 5.78146 4.07874 4.04609 3.54172 5.5494 3.22101 5.24744 3.46522 3.06422 3.04502 3.32688 2.87598 3.3698 3.8137 4.58442 2.76987 2.75896 3.36372 2.87152 3.67318 5.62583 4.47568 6.02777 4.98743 6.49027 4.82411 4.04424 3.96232 4.14229
threshold=6.9049999713897714 1.8849999904632571 1020.6499938964845 14.984999656677248 18.050000190734867 20.250000000000004 0.90255093574523937 0.43049471080303198 272.20375061035162 155.41205596923831 1.5049999952316286 -0.83213445544242848 0.99353402853012096 0.49375553429126745 0.58708497881889354 12.194999694824221 0.99500000476837169 349.50000000000006 1014.7500000000001 0.5478886365890504 0.094859477132558837 13.344999790191652 0.62249094247818004 14.84999990463257 0.8489549756050111 0.63183289766311657 1008.9500122070314 -0.98574271798133839 -0.9914070963859557 251.51015472412112
decision_type=2 2 2 2 2 2 2 2 2 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 17 5 10 7 -4 9 -9 11 -3 -12 14 15 -14 -13 19 -19 20 21 22 26 27 28 -26 -1 -24 29 -25
right_child=-2 2 6 -5 -6 -7 -8 8 -10 -11 12 16 13 -15 -16 -17 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0067254128125755833 1.7665094444389034e-05 -0.00058824161169854314 -0.0012787691112124485 0.016092804327714618 -0.0043792620026076512 0.013722568322555162 -0.0016548687907842468 0.024566478860275499 0.0021856258619562178 0.0076123896011002406 -0.00081243588658038443 0.0013699423784484313 0.034497565831299183 0.00097625975373803698 -0.0037533541317456044 0.0069009611143401872 -0.0041434877747739129 -0.0070730483302389058 0.0060603029532662047 -0.00093494845577066178 -5.2395693233766719e-05 -0.0022970167472047488 0.011871648898695485 0.0033539945509126184 0.0093587124378891589 0.036808097434898275 0.00059183159016923425 -0.002110352924289204 -0.00061160241436016309 0.016865602631293154
leaf_weight=341 1205839 1697 477 39 796 64 597 29 393 329 15026 257 27 272 26 34 2005 57 337 8074 80463 1081 59 163 338 23 5352 419 279 87
leaf_count=341 1205839 1697 477 39 796 64 597 29 393 329 15026 257 27 272 26 34 2005 57 337 8074 80463 1081 59 163 338 23 5352 419 279 87
internal_value=3.72299e-07 -0.00017465 -0.000905952 -8.76046e-06 -0.00111043 -0.000976363 0.00135777 0.00282238 0.00542724 0.00898577 -0.00102499 -0.00226165 -0.000706769 0.00371594 0.0122814 0.0191159 -0.00351707 -1.52294e-05 0.0041603 -3.22461e-05 5.00113e-05 0.00106204 0.0015763 0.00414429 0.00657663 0.0111076 0.000959222 -0.000384541 0.00348463 0.00805603
internal_weight=1.32498e+06 119141 22029 97112 20204 19408 1825 1228 751 358 19344 3959 15385 359 87 61 2262 97073 394 96679 88605 8142 7061 1368 890 361 5693 478 529 250
internal_count=1324980 119141 22029 97112 20204 19408 1825 1228 751 358 19344 3959 15385 359 87 61 2262 97073 394 96679 88605 8142 7061 1368 890 361 5693 478 529 250
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=31
num_cat=0
split_feature=113 54 12 37 28 31 115 80 62 72 131 124 59 112 81 80 52 86 82 31 90 69 127 12 76 13 94 126 5 38
split_gain=1.55172 4.31802 4.53773 3.385 4.1476 3.99486 2.91303 2.72894 2.66823 2.49407 2.75283 2.56977 3.72793 2.58171 2.82121 2.87308 2.715 2.57242 2.54455 2.22822 2.40973 2.39287 3.28238 2.28826 2.87266 2.66168 2.21025 2.18889 2.15066 2.14872
threshold=0.095842104405164733 2.0149999856948857 2.304999947547913 12.750000000000002 1011.9500122070314 1021.8500061035157 0.46173103153705602 177.02518463134768 0.61436858773231517 0.76307418942451488 320.50000000000006 0.94828754663467418 154.2419357299805 0.41467745602130895 302.28465270996099 297.07350158691412 5.4749999046325692 0.80485135316848766 301.85546875000006 1009.2500000000001 0.14160320907831195 282.21681213378912 0.90255093574523937 1.3750000000000002 3.9850000143051152 1.8350000381469729 -0.91199797391891468 0.77159520983695995 0.84999999403953563 13.150000095367433
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 4 7 6 9 26 -9 10 11 13 -13 19 15 -15 -17 27 -16 29 -21 23 -23 24 -22 -25 -3 -14 -6 -5
right_child=1 2 -4 5 28 -7 -8 8 -10 -11 -12 12 17 14 18 16 -18 -19 -20 20 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-8.411555293168045e-06 -5.9884056875463314e-05 0.02619895086838649 -0.0015676039687921807 0.021660260407423432 -0.011612008840993754 -0.0067715730754461028 0.006033562118091999 -0.0024787813993604035 0.013896584665469294 -0.0020775446162240854 -0.0063013235116471545 0.018957232723810846 0.0052401107356905251 0.0050892441121749982 0.028084391150623562 -0.018519510656457256 0.0041177593816358318 -0.0069615982711732777 0.0089171910378269773 0.0014379152001388049 0.0026045531234812251 0.0067946049307591357 0.027677529195456636 -0.0036478688107745259 0.010850705101038331 0.0095752057183454645 0.0043895957370599118 -0.0045086361401794981 -0.0016859706179950214 0.0052681453183684585
leaf_weight=1291100 22771 26 1356 22 58 132 424 86 35 398 99 21 129 345 20 27 26 189 129 5301 430 181 21 200 140 47 21 104 923 219
leaf_count=1291100 22771 26 1356 22 58 132 424 86 35 398 99 21 129 345 20 27 26 189 129 5301 430 181 21 200 140 47 21 104 923 219
internal_value=3.53684e-07 0.00033438 0.00114253 0.00151933 -0.00102967 0.00185974 0.00199422 0.00622952 0.00225789 0.00178141 0.00198218 0.00209078 -0.00160398 0.00232105 0.00562126 0.00342418 -0.00741443 -0.00262717 0.01149 0.00204591 0.00186597 0.00409281 0.0089656 0.00288803 0.00462992 -0.00113174 0.0164543 0.000888739 -0.00227283 0.00676452
internal_weight=1.32498e+06 33880 11109 9753 1149 8604 8472 168 121 8048 7650 7551 443 7108 547 398 53 422 149 6561 6320 1019 202 817 570 247 47 233 981 241
internal_count=1324980 33880 11109 9753 1149 8604 8472 168 121 8048 7650 7551 443 7108 547 398 53 422 149 6561 6320 1019 202 817 570 247 47 233 981 241
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=31
num_cat=2
split_feature=16 95 136 82 33 116 114 81 8 64 29 77 113 78 63 25 126 136 36 76 69 29 87 31 75 20 23 71 86 28
split_gain=1.47461 1.92974 2.25834 1.77511 2.30966 1.7335 1.51839 3.31913 3.65235 3.39905 3.42826 3.88695 3.1366 2.87509 2.77233 2.60591 3.59181 2.84047 3.02209 2.63564 2.60466 2.96365 2.54624 3.79403 2.5014 2.74965 3.50752 3.24972 2.53625 2.45469
threshold=19.524999618530277 -0.50979650020599354 0 252.16136169433597 16.849999427795414 0.04361772537231446 0.061046212911605842 177.09008789062503 13.34999990463257 0.74500000476837169 1011.3500061035157 3.8950001001358037 0.26722820103168493 3.1450001001358037 0.33887189626693731 289.50000000000006 0.82409480214118969 1 15.949999809265138 24.654999732971195 258.02252197265631 1012.4500122070314 0.85659921169281017 1014.4500122070314 0.40745329856872564 5.5850000381469735 5.5050001144409189 219.24735260009768 0.84593072533607494 1011.7500000000001
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=6 2 5 -4 -5 -2 -1 -8 9 10 13 -12 15 14 -9 16 17 18 22 24 21 -14 23 -11 25 26 -17 -27 -29 -21
right_child=1 -3 3 4 -6 -7 7 8 -10 12 11 -13 20 -15 -16 19 -18 -19 -20 29 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-5.6249534150317676e-06 0.0049264003249278312 -0.00050956552031836534 0.0034717821453629834 -0.0056140379943618824 -0.01730963006962602 -0.0040754379782204832 -4.7278823461154317e-05 0.024698543661673154 -0.0038306678638092232 0.0017268141482316649 0.00075224036212821581 0.0064417695793487842 0.0065108611146457388 0.0026431585887386915 0.0085343380383872298 0.0058663553880079523 -0.0021035991406915797 0.001109304090521956 -0.0061521479737414418 -0.0042937950785493567 0.0068213847508457742 0.00042843874911361446 0.0037736676638808887 -0.0040891118988263054 0.00086296616739510695 -0.0068440163978637841 0.022939890130822149 0.0013803670099243905 0.016740683479825172 0.01533287933385564
leaf_weight=1281783 109 4562 41 245 51 105 23780 42 394 519 1099 413 258 93 72 106 1543 5466 264 21 331 895 299 610 1581 71 42 78 41 66
leaf_count=1281783 109 4562 41 245 51 105 23780 42 394 519 1099 413 258 93 72 106 1543 5466 264 21 331 895 299 610 1581 71 42 78 41 66
internal_value=3.36e-07 -0.000847148 -0.00364216 -0.00609766 -0.00762916 0.00048686 3.61905e-06 0.000314742 0.000916591 0.00105106 0.00313251 0.00230632 0.00075756 0.00916727 0.0144896 0.000458979 8.44401e-05 0.0005561 -0.00123031 0.00208353 0.00291181 0.00178947 -0.000329002 -0.00141554 0.00169764 0.00560184 0.0107115 0.00162164 0.00667258 0.0105954
internal_weight=1.32498e+06 5113 551 337 296 214 1.31987e+06 38084 14304 13910 1719 1512 12191 207 114 10707 8701 7158 1692 2006 1484 1153 1428 1129 1919 338 148 190 119 87
internal_count=1324980 5113 551 337 296 214 1319867 38084 14304 13910 1719 1512 12191 207 114 10707 8701 7158 1692 2006 1484 1153 1428 1129 1919 338 148 190 119 87
cat_boundaries=0 1 2
cat_threshold=1796 772
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=31
num_cat=3
split_feature=35 82 8 58 136 39 136 68 36 76 76 83 136 39 71 8 64 33 119 20 134 3 38 120 11 106 36 25 66 52
split_gain=1.6708 5.78285 4.67862 3.54641 3.40374 3.98014 5.87859 7.40852 3.62364 3.34097 3.41982 6.18528 5.02422 6.05612 3.94518 6.96961 6.35328 5.20989 5.40883 4.76118 4.74676 4.29632 4.28857 4.18803 4.51437 3.92674 6.24047 4.6559 5.27662 4.35664
threshold=11.34999990463257 314.04821777343756 11.34999990463257 226.16865539550784 0 10.84999990463257 1 293.70848083496099 9.8499999046325701 50.129999160766609 10.644999980926515 248.46960449218753 2 10.550000190734865 263.79055786132818 6.2500000000000009 0.15500000119209292 14.550000190734865 0.19936034083366397 4.7550001144409189 1015.1499938964845 280.50000000000006 19.150000572204593 -0.86159634590148915 6.7500000000000009 -0.80893799662590016 18.250000000000004 266.50000000000006 4.1449999809265146 0.2650000005960465
decision_type=2 2 2 2 1 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=1 4 3 -3 5 6 7 -1 -8 10 -2 -12 13 -13 15 21 -17 19 20 -16 -19 -14 25 24 -21 26 27 -18 -29 -30
right_child=9 2 -4 -5 -6 -7 8 -9 -10 -11 11 12 14 -15 17 16 22 18 -20 23 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-7.7306208972750191e-05 -5.2753110849350889e-06 -0.002379779738989121 0.0001350466922309952 -0.00080348622411660045 3.9602614583413286e-05 -0.00056108488373813584 0.0045856442690485931 0.0050866314118111176 -0.0020293433111944043 -0.0012047564187903763 -0.00046141437788919237 0.004098003426823686 0.0046989545680444916 -0.00082809412011260869 -0.0034369694155419114 0.013687059779287034 0.0027469175665773395 0.0010798885069439007 -0.00047588812252755895 0.00099493837388965655 0.011315536844405619 0.00083764127890188127 -0.0040449460916504674 0.00061632793819446174 -0.0016575266559374403 0.001529089023073473 0.011219494503393018 -0.0031042073084658747 0.024824834889732302 0.0011666906954592884
leaf_weight=1425 742112 4344 11608 19981 294808 43699 237 1355 1637 5387 27903 656 2003 12758 759 92 693 4809 27990 2569 116 1125 496 103027 4271 5830 109 2099 20 720
leaf_count=1425 742112 4344 11608 19981 294808 43699 237 1355 1637 5387 27903 656 2003 12758 759 92 693 4809 27990 2569 116 1125 496 103027 4271 5830 109 2099 20 720
internal_value=1.3167e-06 -8.73686e-05 -0.000690858 -0.00108498 -2.41761e-05 -0.000412957 0.000977006 0.0024309 -0.00118643 3.6873e-05 4.39874e-05 0.000228584 0.000341743 -0.00058675 0.000421221 0.0012489 0.000607896 0.000345212 -0.000207028 0.000509523 0.00132097 0.00331021 0.000487169 0.000536786 -0.000661301 0.000724518 -0.000563768 -0.000927407 -0.00182431 0.0018061
internal_weight=1.32464e+06 379094 35933 24325 343161 48353 4654 2780 1874 945544 940157 198045 170142 13414 156728 13187 10059 143541 32915 110626 4925 3128 9967 109867 6840 9471 3641 3532 2839 740
internal_count=1324638 379094 35933 24325 343161 48353 4654 2780 1874 945544 940157 198045 170142 13414 156728 13187 10059 143541 32915 110626 4925 3128 9967 109867 6840 9471 3641 3532 2839 740
cat_boundaries=0 1 2 3
cat_threshold=3842 768 4100
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=31
num_cat=0
split_feature=85 83 79 29 111 74 13 52 32 76 123 39 60 39 58 63 57 28 52 36 33 52 31 84 115 21 18 60 24 110
split_gain=1.63684 3.1608 3.39515 3.72054 4.25394 4.6063 4.39455 5.25591 2.51773 2.2989 2.72031 2.15803 2.83689 2.19391 2.15586 2.12993 2.06145 2.02792 2.5974 1.89626 5.36196 2.26656 8.16295 2.70765 2.82769 2.11668 3.61183 3.50728 2.65737 2.52439
threshold=0.91592475771904003 345.90443420410162 22.795000076293949 1011.0499877929689 0.87356865406036388 0.81193113327026378 2.5149999856948857 0.2650000005960465 7.5499999523162851 25.714999198913578 -0.96359375119209278 19.750000000000004 0.3694442510604859 19.050000190734867 258.26452636718756 0.31302236020565039 312.49366760253912 1022.1499938964845 3.9050000905990605 14.949999809265138 13.250000000000002 0.034999999217689044 1008.9500122070314 0.92681768536567699 -0.98321744799613942 5.9749999046325692 7.4149999618530282 0.36309984326362615 316.50000000000006 -0.29354542493820185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 -4 7 -7 -5 10 15 13 -13 14 19 -2 -8 -11 -19 -12 -21 22 -22 24 -24 28 27 -27 -23 -28
right_child=1 -3 3 8 -6 6 16 -9 -10 17 11 12 -14 -15 -16 -17 -18 18 -20 20 21 25 23 -25 -26 26 29 -29 -30 -31
leaf_value=7.4018666717865583e-06 -0.0065700234161172079 -0.0054600822668345204 -0.0018512119007547897 0.0096927563344840623 0.022199109161738308 0.036936846041404035 0.002131913863219476 0.0096982436872037545 -5.3724630264956167e-05 -0.002985707762931859 -0.00027119149951391786 0.024645581794902685 0.0014839135337238894 -0.0052975004726482366 -0.00097910610934893267 -0.0016260327611548086 0.015832997361318237 0.021107510067522525 -0.0009608426682825666 0.013947786149490344 0.036286192694678907 -0.0028668806188564197 0.010973480218513446 -0.0059457313269376758 -0.0027482931281587013 0.027036129202072819 0.015991356779289031 0.0049652871589555793 0.0036264804969734889 0.00070879939979894165
leaf_weight=1308611 259 315 243 68 32 23 240 77 2590 1446 2809 20 39 211 4135 1371 31 20 40 86 20 631 110 62 57 27 28 54 210 773
leaf_count=1308611 259 315 243 68 32 23 240 77 2590 1446 2809 20 39 211 4135 1371 31 20 40 86 20 631 110 62 57 27 28 54 210 773
internal_value=1.25087e-06 -0.00050098 -0.000401558 0.00102279 0.00442619 0.00349992 0.00700484 0.0159631 0.000195621 -0.000780832 -0.00052788 -0.000196724 0.00933533 -0.000257767 -0.000139639 -0.00241161 0.0036992 -0.00261196 0.00639527 0.000573571 0.0017266 0.00119363 0.00565269 0.00297727 0.00629 0.000549228 0.0022605 0.0123222 -0.00124547 0.00124302
internal_weight=1.32464e+06 16027 15712 3304 646 614 371 100 2658 12408 10902 9272 59 9213 9002 1630 271 1506 60 4867 2058 1972 249 229 167 1723 882 81 841 801
internal_count=1324638 16027 15712 3304 646 614 371 100 2658 12408 10902 9272 59 9213 9002 1630 271 1506 60 4867 2058 1972 249 229 167 1723 882 81 841 801
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=31
num_cat=3
split_feature=62 60 72 76 136 35 8 136 87 135 30 120 71 20 38 55 82 27 55 43 90 20 21 136 38 112 62 23 2 27
split_gain=1.60164 1.89969 4.85611 8.93861 7.99335 8.40296 7.24386 7.23563 6.57391 5.19205 5.10685 5.07956 5.01043 5.65993 5.30398 4.31875 4.21263 6.499 3.88349 3.88116 3.76016 4.66645 4.57533 5.59013 6.13507 4.42087 3.68347 3.62189 4.30607 3.61218
threshold=0.8875698745250703 0.46236798167228704 0.71249595284461986 14.184999942779543 0 14.150000095367433 16.349999427795414 1 0.84178397059440624 1016.0499877929689 1016.2500000000001 -0.78257837891578663 296.32618713378912 8.1649999618530291 14.050000190734865 2.2649999856948857 328.53170776367193 314.50000000000006 2.1450001001358037 9.7500000000000018 -0.49294044077396387 9.7049999237060565 7.3550000190734872 2 10.750000000000002 0.38266885280609136 0.36883965134620672 6.6849999427795419 164.50000000000003 324.50000000000006
decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 8 -4 -5 16 12 -7 -9 15 -15 27 17 19 -12 -10 -3 22 25 -24 -25 -22 -19 -14 -29 -26
right_child=-2 20 3 4 -6 11 -8 10 9 -11 18 -13 13 14 -16 -17 -18 26 -20 -21 21 -23 23 24 29 -27 -28 28 -30 -31
leaf_value=7.9046468793619872e-06 -0.00043616256101492915 0.00017462577514551687 0.00011550275608854878 -0.00060161948309573612 -0.00074630142637483572 -0.0076211927145996743 -0.0026172266034668198 -0.0016838889690808949 0.00095340018052630059 -0.0047051909204499148 -0.0033828787286684144 -0.00089037182861326193 -0.00065975459289892985 -0.0015895253900033331 0.0052940481177283375 -0.0013023796623984861 -0.0019718236799139595 0.0040573218991898675 -0.0014647564051536652 0.0065723444917066554 -0.00054751947373240649 -0.0028412186253247897 -0.0011936067502042918 0.0079162335985343262 0.00058954513251646679 0.0044257804011630895 0.0016879937958191608 -0.00065096032823011238 0.00424123639044033 0.0048528345210359031
leaf_weight=840690 20608 309601 13211 4247 17191 299 1327 8921 11189 324 3924 4483 2041 416 855 6353 759 3910 8057 316 39196 1695 4140 303 14885 452 2826 728 1177 514
leaf_count=840690 20608 309601 13211 4247 17191 299 1327 8921 11189 324 3924 4483 2041 416 855 6353 759 3910 8057 316 39196 1695 4140 303 14885 452 2826 728 1177 514
internal_value=1.18833e-06 8.09993e-06 -2.99393e-05 -0.000373685 0.000111417 0.000608264 0.000977172 -0.000871402 0.00117953 0.00157099 -0.00127256 -0.00131122 -0.000793487 -0.000106947 0.00304105 -0.00049544 0.00167801 0.00182988 -0.00209298 0.00110773 0.000103842 -0.000254329 -0.000180623 0.000439214 0.000869931 -0.000490822 0.0030633 0.000803719 0.00237167 0.000731849
internal_weight=1.32464e+06 1.30403e+06 933244 92554 46871 29680 24898 45683 23571 19324 32472 4782 20491 11570 1271 10299 19000 18241 11981 11505 370786 61185 59490 19842 15702 39648 6736 3946 1905 15399
internal_count=1324638 1304030 933244 92554 46871 29680 24898 45683 23571 19324 32472 4782 20491 11570 1271 10299 19000 18241 11981 11505 370786 61185 59490 19842 15702 39648 6736 3946 1905 15399
cat_boundaries=0 1 2 3
cat_threshold=835 1204 3216
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=31
num_cat=2
split_feature=63 60 52 56 136 64 58 30 136 126 103 54 32 26 87 56 78 117 17 52 17 63 76 37 73 66 36 63 21 23
split_gain=1.55697 2.09733 5.48312 9.18909 4.90877 6.13152 4.22514 4.97391 4.26702 4.56421 4.56168 5.89485 4.72469 4.54603 4.43843 5.45142 4.42972 4.94549 4.22607 4.81895 4.68004 5.04785 4.13635 4.61583 4.10187 4.33974 5.35663 5.37197 4.25894 4.12108
threshold=0.83907008171081554 0.46236798167228704 5.3250000476837167 224.66343688964847 0 0.58499997854232799 227.91285705566409 1018.9500122070314 1 -0.14780378341674802 0.27907301485538488 3.1350001096725468 10.250000000000002 318.50000000000006 0.89333778619766246 171.80989074707034 5.6949999332427987 0.14780378341674807 11.120000362396242 5.4749999046325692 14.550000190734865 0.75707852840423595 2.4250000715255742 12.550000190734865 0.85156327486038219 6.2750000953674325 15.34999990463257 0.33000712096691137 8.0749998092651385 5.4849998950958261
decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 16 10 12 -12 -10 -13 -11 -16 -3 -18 19 -8 21 -20 -6 -24 25 26 27 29 -28 -25
right_child=-2 6 3 -5 22 -7 18 -9 9 14 11 13 -14 -15 15 -17 17 -19 20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=1.940518726361054e-06 -0.00026800363285741979 -0.0014251262573737175 0.01157427945145173 -0.0010655493104044361 -0.0044835979469464464 0.0008907576651232135 0.00025509159313969512 -0.0014687188008162592 -0.006537201655467258 -0.00034360686328512827 3.1186291391042022e-05 0.0027760428498429532 0.0004079373352888706 0.0089938162221427607 0.0082384088919329173 0.00084536830167970692 0.0015659390218240765 -0.00081839871275541818 0.00070376924532895174 -0.00059819125292190074 -1.1704305920540939e-06 -1.4731155403577304e-06 -0.0025728220907263767 -0.00080647929532503431 0.0076784764873553766 -0.0015116293548784404 -0.0037328245154360849 0.0010496934402817917 0.0045758421050850302 0.0086273211674488415
leaf_weight=882828 51644 10238 136 30970 639 10751 36695 7088 253 32179 2161 2992 7629 326 262 5163 3501 5741 92447 30135 68952 34971 1667 149 189 2176 674 1363 200 519
leaf_count=882828 51644 10238 136 30970 639 10751 36695 7088 253 32179 2161 2992 7629 326 262 5163 3501 5741 92447 30135 68952 34971 1667 149 189 2176 674 1363 200 519
internal_value=1.12823e-06 1.20466e-05 -2.67531e-05 -0.000539195 0.000343717 0.00102328 0.000118204 -0.000206197 -7.91653e-05 0.000161446 0.000955283 0.00206339 0.000185009 0.00338695 -0.000120568 0.00120241 -0.00070839 8.48221e-05 0.000213766 -0.000129671 0.000330647 0.000510209 -0.00063335 -0.000279599 0.000445791 0.000176754 0.00144144 0.0028499 -0.00183153 0.00652308
internal_weight=1.32464e+06 1.27299e+06 932261 49433 18463 10887 340733 77533 70445 50965 13361 5479 7882 3318 37604 5425 19480 9242 263200 66830 196370 127418 7576 6937 5270 5081 2905 2031 874 668
internal_count=1324638 1272994 932261 49433 18463 10887 340733 77533 70445 50965 13361 5479 7882 3318 37604 5425 19480 9242 263200 66830 196370 127418 7576 6937 5270 5081 2905 2031 874 668
cat_boundaries=0 1 2
cat_threshold=5729 1169
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=31
num_cat=1
split_feature=31 93 56 136 15 105 108 63 39 85 8 39 95 38 85 119 79 82 65 83 29 74 13 52 33 76 123 108 88 39
split_gain=1.53603 7.75738 3.37063 2.26591 2.95086 3.60833 2.27207 3.56244 2.10794 2.07629 1.99356 2.16605 3.45954 1.83417 1.6685 3.36834 3.23652 3.22689 3.38696 2.57189 2.47445 3.63876 4.02294 4.76362 2.66802 2.28182 2.41738 2.13039 2.01581 1.9538
threshold=1023.9500122070314 -0.73174655437469471 217.48224639892581 0 0.50499999523162853 -0.94082751870155323 0.77577272057533275 0.46568049490451818 7.5499999523162851 0.88610437512397777 11.050000190734865 15.949999809265138 0.35317979753017431 7.4500000476837167 0.91592475771904003 0.97233289480209362 22.795000076293949 331.08544921875006 5.0250000953674325 336.50177001953131 1011.0499877929689 0.81193113327026378 2.5149999856948857 0.2650000005960465 7.7500000000000009 25.714999198913578 -0.96359375119209278 0.67660894989967357 -0.70392942428588856 19.750000000000004
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=14 2 -2 4 5 -3 7 13 -8 -4 11 -9 -13 -5 -1 16 25 20 19 -19 21 27 23 -23 28 26 -16 -18 -22 -28
right_child=1 3 9 6 -6 -7 8 10 -10 -11 -12 12 -14 -15 15 -17 17 18 -20 -21 24 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=2.0916835658463801e-05 -0.0068866007701815259 0.026849305033481315 -0.0023371829053647525 0.010227890498936224 0.00017181276148814495 -0.00115820510900053 0.010550151128746679 -0.00066069985560383013 -4.938705405985347e-05 0.010886615464433787 0.0010179412205458187 -0.0036895298338667664 0.021181401019466334 -0.0021820732492992927 -0.0022854938437153948 -0.0052709767371454793 -0.0055501450994577175 0.0094131768038052885 0.0027023268710063015 0.030516484955495055 0.0031490208762811455 0.035119276643609219 0.0034062492541300626 0.0091876777711433263 -0.00038431768729095978 -0.0026152291000085307 -0.00024789679282751588 0.0037867395646161346 0.021394465724006297 0.0088805176065129745
leaf_weight=1232601 578 23 699 30 29410 23 47 15977 23369 31 2083 27 29 3954 1619 361 133 42 135 22 41 23 269 77 2333 1455 9051 113 24 59
leaf_count=1232601 578 23 699 30 29410 23 47 15977 23369 31 2083 27 29 3954 1619 361 133 42 135 22 41 23 269 77 2333 1455 9051 113 24 59
internal_value=1.07181e-06 -0.000216742 -0.00403414 -0.000150142 0.00019154 0.0128455 -0.000371224 -0.000734935 -2.81119e-05 -0.00177562 -0.000437237 -0.000626293 0.00919006 -0.00208862 1.43812e-05 -0.000496875 -0.000384933 0.00102699 0.00719362 0.0166674 0.000619705 0.00344912 0.00658936 0.0151519 -0.000105937 -0.000757152 -0.000505171 -0.00126125 0.0098858 -0.000188778
internal_weight=1.32464e+06 76280 1308 74972 29456 46 45516 22100 23416 730 18116 16033 56 3984 1.24836e+06 15757 15396 3212 199 64 3013 615 369 100 2398 12184 10729 246 65 9110
internal_count=1324638 76280 1308 74972 29456 46 45516 22100 23416 730 18116 16033 56 3984 1248358 15757 15396 3212 199 64 3013 615 369 100 2398 12184 10729 246 65 9110
cat_boundaries=0 1
cat_threshold=5181
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=31
num_cat=2
split_feature=69 33 37 22 32 8 53 31 71 104 14 25 136 39 63 39 122 31 72 68 29 31 29 39 55 136 0 77 25 77
split_gain=2.26446 3.03433 3.46835 3.78096 3.04567 2.97308 2.85249 4.24902 3.10638 2.93663 4.72906 4.16858 3.64479 3.0672 3.02831 2.89492 5.01701 3.06512 3.08488 2.95624 3.0965 2.77699 4.33809 4.15431 2.77559 2.68933 3.99355 3.4854 3.0476 2.6965
threshold=321.37429809570318 12.650000095367433 13.650000095367433 4.7349998950958261 3.4500000476837163 9.1500000953674334 0.58499997854232799 1009.1499938964845 313.69525146484381 -0.58397772908210743 1.6349999904632571 352.50000000000006 0 9.1500000953674334 0.31742568314075476 11.250000000000002 -0.46173103153705591 1015.9500122070314 0.91754439473152172 290.17214965820318 1011.5499877929689 1016.5499877929689 1018.0499877929689 11.449999809265138 18.335000038146976 1 323.50000000000006 41.104999542236335 323.50000000000006 4.3250000476837167
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 1 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 -6 -8 12 11 -11 21 14 -14 16 -12 18 19 -17 -21 22 24 -24 -10 26 28 -28 -4 -30
right_child=1 2 25 -5 6 -7 8 -9 9 10 15 -13 13 -15 -16 17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-1.4355913273939151e-05 0.00075395080170387199 0.01422350014327094 -0.00091338598723006534 0.0018035080510185768 -0.0065678019244027296 0.011239939186208208 -0.0015593840632710022 0.0020232462726876704 0.0053139988581930031 0.0035947417068444157 0.0051078002814168421 0.024120499306634346 0.022479709487408402 -0.00052348451270607243 0.0036833575731919457 0.0052762930061564682 -0.0006695569422697237 -0.00057814888773043182 0.0056040557604865177 -0.00015151827324492236 -0.0065673900926172179 0.00023169303380159869 0.036500006169080737 0.0050497158862916492 -0.0043637401956282225 0.00075574968121130493 0.00047572154942249613 0.014506890502897033 0.010378038519790965 -0.0071685117183446171
leaf_weight=1293523 162 62 569 5257 154 116 4188 2200 690 295 438 27 25 2082 150 72 2645 1550 80 240 869 450 21 21 83 8351 759 47 23 456
leaf_count=1293523 162 62 569 5257 154 116 4188 2200 690 295 438 27 25 2082 150 72 2645 1550 80 240 869 450 21 21 83 8351 759 47 23 456
internal_value=-4.06418e-06 0.000410891 0.000913087 0.00194828 -5.99438e-05 0.0051294 -0.000148558 0.00146122 -0.000420668 6.9057e-05 -0.000584524 0.00531585 0.00122257 1.08521e-05 0.00636855 -0.000906872 0.000151229 -0.00206736 -0.00389787 -0.00454152 -0.00517892 0.00335786 0.00512517 0.0207749 0.00427486 0.000373528 -0.00134494 0.00129392 -0.00338727 -0.00632598
internal_weight=1.3256e+06 32082 15524 5319 16558 278 16280 2354 13926 9738 6216 322 3522 2257 175 5894 3083 2811 1261 1181 1109 1265 815 42 773 10205 1854 806 1048 479
internal_count=1325605 32082 15524 5319 16558 278 16280 2354 13926 9738 6216 322 3522 2257 175 5894 3083 2811 1261 1181 1109 1265 815 42 773 10205 1854 806 1048 479
cat_boundaries=0 1 2
cat_threshold=322 4113
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=31
num_cat=1
split_feature=69 94 94 4 58 19 32 122 99 71 78 126 32 78 74 3 29 35 30 125 66 91 71 89 95 24 3 8 81 136
split_gain=2.04379 2.85493 2.38902 4.0166 3.74061 3.71935 3.14866 3.07238 2.72134 2.71711 3.16892 5.97968 3.5589 3.21447 2.94331 3.90897 3.62541 2.9566 2.61809 3.51615 2.98485 2.59326 2.51443 2.38727 2.8412 2.34758 2.59627 3.35671 2.33531 3.39989
threshold=321.37429809570318 -0.33130285143852228 0.99605092406272899 15.150000095367433 265.42182922363287 4.6550002098083505 12.550000190734865 0.095842104405164733 -0.73801791667938221 313.69525146484381 5.6250000000000009 0.13052122294902804 10.84999990463257 4.9549999237060556 0.51455685496330272 338.50000000000006 1016.7500000000001 4.1499998569488534 1010.4500122070314 0.84335932135581981 72.375000000000014 -0.79291173815727223 314.00584411621099 -0.9951573610305785 0.87674862146377575 340.50000000000006 347.50000000000006 7.4500000476837167 317.75424194335943 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=28 -2 4 -4 8 -6 7 9 25 -7 11 12 -11 -13 15 -12 -17 -16 19 20 -8 -21 -23 24 -10 26 -3 -28 -1 -30
right_child=1 2 3 -5 5 6 18 -9 23 10 14 13 -14 -15 17 16 -18 -19 -20 21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.2559364388902408e-06 0.0011270254471214085 -0.0039201843014791534 0.0015572266891615818 0.019175063430642091 0.021247430181219468 -0.0013999676726319122 0.0012178811215477247 -0.0024258247491092885 0.0025493904032424875 0.0043874692531641231 0.00031923293417503878 -0.0083914953209459787 0.029913272881983883 0.014194390914686349 0.010063618241498868 0.0062099541656863997 0.029553778726479102 7.1330251944986056e-05 0.00057874244790684555 0.00061073950824460819 0.013236358050516256 0.028899376500736585 0.010293640720640096 -0.0011805680437368665 0.022680138920744261 -0.010556988133743528 0.020423756618625846 -0.0047470130785195915 -0.0011620036504071431 -0.0001553687823079439
leaf_weight=1216592 9328 632 1646 33 21 2514 851 1565 106 22 91 50 36 23 75 39 29 5719 6761 56 55 22 104 2108 21 122 26 27 9573 67358
leaf_count=1216592 9328 632 1646 33 21 2514 851 1565 106 22 91 50 36 23 75 39 29 5719 6761 56 55 22 104 2108 21 122 26 27 9573 67358
internal_value=-3.86069e-06 0.000390358 8.83616e-05 0.0019035 -5.62464e-05 0.000217345 0.000192827 -0.000388136 -0.0016781 -1.72381e-05 0.000554126 0.00824655 0.0202311 -0.00127539 0.000384849 0.00709621 0.0161654 0.000200675 0.000945066 0.00322145 0.00194748 0.00956333 0.0135423 -0.000779472 0.0058781 -0.00416687 -0.00302877 0.00760091 -1.36381e-05 -0.000280802
internal_weight=1.3256e+06 32082 22754 1679 21075 18033 18012 10163 3042 8598 6084 131 58 73 5953 159 68 5794 7849 1088 906 182 126 2235 127 807 685 53 1.29352e+06 76931
internal_count=1325605 32082 22754 1679 21075 18033 18012 10163 3042 8598 6084 131 58 73 5953 159 68 5794 7849 1088 906 182 126 2235 127 807 685 53 1293523 76931
cat_boundaries=0 1
cat_threshold=99
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=31
num_cat=1
split_feature=69 79 35 120 53 39 136 15 70 110 1 31 100 12 43 54 89 8 54 58 76 123 72 29 31 59 66 61 53 66
split_gain=1.84453 2.83875 2.83752 2.53321 2.38974 2.94344 2.37736 2.89423 3.53869 4.10804 3.43702 3.54357 3.30695 3.35137 3.00693 2.80878 3.15976 3.71621 3.21204 4.4201 3.24726 2.73619 2.93715 3.00655 4.64542 3.40184 2.83969 2.73281 3.12798 3.45876
threshold=321.37429809570318 40.995000839233406 10.050000190734865 0.36648726463317877 2.1750000715255742 8.8499999046325701 0 1.7050000429153445 323.67167663574224 0.89843127131462108 350.50000000000006 1014.5499877929689 0.18414314836263659 0.85500001907348644 11.250000000000002 3.9850000143051152 -0.88049858808517445 4.3500001430511483 1.4950000047683718 286.89157104492193 4.3650000095367441 0.0087262028828263907 0.85080480575561535 1010.1499938964845 1008.9500122070314 234.20223236083987 29.214999198913578 0.25001181662082678 1.5549999475479128 77.939998626708999
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 6 -3 -6 -2 8 10 12 -8 -12 -10 -14 -13 16 17 -15 19 -18 -20 22 -9 24 25 26 -24 -26 -29 -30
right_child=1 2 -4 -5 5 -7 7 21 9 -11 11 14 13 15 -16 -17 18 -19 20 -21 -22 -23 23 -25 27 -27 -28 28 29 -31
leaf_value=-1.2956721279195995e-05 -0.00095047553824699189 -0.0017528642318057508 -0.0016146215731309315 -0.0011012601125414429 0.019550743922026773 0.0036478916437713417 0.00053612924264173634 0.00035178190931631318 0.024747460189720859 0.00058421609642477152 -0.0090416592711870403 0.0059876816357453278 -0.014691520147025586 0.0048096592679068868 0.02153712024187876 0.0011819649009086764 -0.0025246052181327281 0.01979952597887152 0.025319199825947488 0.01201525638572167 0.0075920745504454218 -0.00091541746717708431 0.0020988192385071797 0.0012426196419986837 -0.0067521565678444785 -0.00057663922021864572 0.0146660021379774 0.022372769845104865 0.005744199240342922 0.025117663863218495
leaf_weight=1293523 2092 189 2831 2198 33 246 3186 11935 23 561 34 228 20 71 36 223 178 99 30 74 186 2805 101 3970 22 393 81 53 157 27
leaf_count=1293523 2092 189 2831 2198 33 246 3186 11935 23 561 34 228 20 71 36 223 178 99 30 74 186 2805 101 3970 22 393 81 53 157 27
internal_value=-3.66815e-06 0.00037084 -0.00101841 0.000530071 0.00258817 0.00552887 0.000664946 0.000802983 0.00188341 0.00394524 0.00101642 0.00615138 0.00603101 0.00554238 0.00810806 0.00601239 0.00770077 0.0135391 0.00558002 0.00174504 0.0100542 0.000529805 0.000771985 0.00181593 0.004545 0.00204054 0.00769191 0.0101051 0.0116699 0.00858704
internal_weight=1.3256e+06 32082 3299 28783 468 279 26585 24493 4949 1465 3484 298 904 881 264 861 638 170 468 252 216 19544 16739 4804 834 575 182 259 237 184
internal_count=1325605 32082 3299 28783 468 279 26585 24493 4949 1465 3484 298 904 881 264 861 638 170 468 252 216 19544 16739 4804 834 575 182 259 237 184
cat_boundaries=0 1
cat_threshold=4101
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=31
num_cat=1
split_feature=56 52 136 0 23 30 38 67 88 0 96 60 66 64 90 9 13 18 91 59 21 53 15 106 87 31 90 75 59 62
split_gain=1.75073 4.2745 4.06006 5.21865 3.30772 2.93753 3.82921 3.48274 2.91188 4.07296 2.57819 2.90028 2.80091 2.54064 2.63488 3.2928 2.54402 2.53448 2.50978 2.48458 3.27665 2.29745 2.26686 3.00474 2.54842 2.30545 2.22935 2.2173 2.5442 2.20098
threshold=340.64154052734381 0.18500000238418582 0 186.50000000000003 6.1449999809265146 1015.1499938964845 11.150000095367433 0.32500000298023229 -0.17007401585578916 344.50000000000006 -0.69876962900161732 0.26186744868755346 0.79500001668930065 1.8049999475479128 -0.40465480089187617 10.449999809265138 2.9150000810623173 9.5450000762939471 -0.71056902408599842 259.79643249511724 5.9349999427795419 1.8949999809265139 2.1149998903274541 -0.64805456995964039 0.850162833929062 1015.1499938964845 -0.97646257281303395 0.37238703668117529 300.81674194335943 0.35456967353820806
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 8 3 27 10 6 -5 -7 9 17 11 21 -12 -8 19 18 -17 22 -16 20 -15 -4 23 24 -2 -24 -10 -3 -29 -22
right_child=1 2 4 5 -6 7 13 -9 26 -11 12 -13 -14 14 15 16 -18 -19 -20 -21 29 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.0557350604466521e-06 -0.0054931005662573239 0.00955899059451688 0.00016195606483105461 -0.0041185510902837646 -0.0034002465116052907 0.021191114510293121 -0.0039493986274628497 0.0044513723611254259 0.015416428122831428 0.02486846188737734 0.015922249550931158 -0.0033456194492055055 0.0023410745167182288 0.025637825566532449 0.0064139948159988441 0.011653574899985241 -0.011744668254894871 0.020254370698641087 0.02548017224503888 -0.0024758068386586461 -0.0030783903200690653 0.011711898896222313 0.022438497971078115 -0.011425149828396939 0.013980711302775445 0.00021181244868785144 -0.0013554368910568579 -0.0049194629258387159 0.00063262318722019824 0.012940547051461969
leaf_weight=1320506 28 44 136 253 919 32 89 1071 23 37 42 487 395 21 28 26 21 29 45 123 51 63 28 37 42 20 143 387 442 37
leaf_count=1320506 28 44 136 253 919 32 89 1071 23 37 42 487 395 21 28 26 21 29 45 123 51 63 28 37 42 20 143 387 442 37
internal_value=-3.4851e-06 0.000921215 0.000506334 0.00178607 -0.00116998 0.00333348 0.000784924 0.00493702 0.00597268 0.00973157 0.000644718 -0.00126741 0.00364636 0.00359803 0.00550633 0.0115213 0.00119904 0.00668774 0.0181671 0.00239514 0.00789171 0.00381847 0.00414946 9.95562e-05 0.00619119 0.0131774 0.000968376 -0.00137871 -0.00195924 0.00365684
internal_weight=1.3256e+06 5099 4712 2670 2042 1797 694 1103 387 221 1123 686 437 441 352 120 47 184 73 232 109 199 155 107 70 48 166 873 829 88
internal_count=1325605 5099 4712 2670 2042 1797 694 1103 387 221 1123 686 437 441 352 120 47 184 73 232 109 199 155 107 70 48 166 873 829 88
cat_boundaries=0 1
cat_threshold=242
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=31
num_cat=0
split_feature=25 8 19 95 28 93 91 63 34 31 7 69 81 79 84 122 67 99 89 77 42 89 107 38 37 94 68 30 91 99
split_gain=1.64716 2.84753 4.1386 2.71952 2.06948 3.11051 2.89405 2.38924 2.68594 2.16481 2.29132 2.05107 3.15182 3.84006 2.66266 2.65045 1.93966 2.21004 2.47176 1.88185 2.95029 2.81513 2.34272 2.07174 1.8711 1.89927 1.8596 1.83657 1.82386 1.79444
threshold=346.50000000000006 19.150000572204593 7.4149999618530282 -0.99975997209548939 1013.8500061035157 -0.86965125799179066 0.79562607407569896 0.34876513481140142 10.750000000000002 1012.2500000000001 6.3500001430511483 318.04568481445318 334.96275329589849 7.8450000286102304 0.82293078303337108 -0.026175950653851029 44.754999160766609 -0.72173240780830372 -0.72736787796020497 50.114999771118171 12.150000095367433 -0.52896699309349049 -0.22270812839269635 6.9500000476837167 12.84999990463257 0.89195147156715404 343.32144165039068 1015.2500000000001 -0.57905989885330189 -0.9784155786037444
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 7 6 11 -5 -9 16 -11 12 27 -14 -13 -15 17 -10 28 -1 21 23 -22 -21 25 -20 -16 -6 -19 -7
right_child=1 2 -4 4 5 29 -8 8 9 10 -12 14 13 15 26 -17 -18 18 24 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8621106095872278e-06 0.018665879822912672 0.023973602398837102 0.0026593746975109595 -0.0027871836746526241 0.012970632935563723 -0.0044301939488669189 0.024462842941284181 -0.0068920231355285204 -0.0011188915244450695 -0.00622260865824733 0.0034558558527330338 0.016458023459251441 0.033455607193437494 0.00069423016619920327 -0.0073827834540667638 0.023395872755208987 -0.0034707641617084542 0.01218901943648234 0.005200212927801269 0.012069335324816745 0.0019333634172277207 -0.0029567982369546868 0.023570743770423262 -0.00048548352849506432 -0.0019705850030145339 0.025091937672169436 0.0067141118459403517 -0.0037009205190324281 0.033542361110448837 0.0010572848205348537
leaf_weight=1311296 21 32 79 800 24 156 20 81 38 94 175 21 22 36 75 20 36 20 28 33 29 1288 22 7690 31 21 34 53 20 3310
leaf_count=1311296 21 32 79 800 24 156 20 81 38 94 175 21 22 36 75 20 36 20 28 33 29 1288 22 7690 31 21 34 53 20 3310
internal_value=-3.31085e-06 0.00088083 0.00880402 0.000709593 0.000635873 0.00123628 0.00607713 -0.00104877 0.00150773 0.00297724 7.37902e-05 0.00478691 0.00867148 0.0157556 0.000155304 0.00880196 0.00700315 0.00938961 0.0127173 -6.82435e-06 -0.000724874 -0.000792746 0.0112671 -0.000431837 0.00764311 0.0137252 -0.00298559 0.00149541 0.0228657 0.000810301
internal_weight=1.3256e+06 5247 111 5136 5115 3771 305 1344 544 463 269 285 155 78 130 56 194 158 120 1.32036e+06 9062 9011 51 7723 80 49 109 77 40 3466
internal_count=1325605 5247 111 5136 5115 3771 305 1344 544 463 269 285 155 78 130 56 194 158 120 1320358 9062 9011 51 7723 80 49 109 77 40 3466
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=31
num_cat=1
split_feature=60 17 64 65 25 30 32 8 136 32 60 32 92 125 57 54 56 1 87 28 36 11 85 84 121 97 74 127 19 0
split_gain=1.80687 1.67436 7.20084 4.64577 4.42923 4.14438 3.83173 3.30492 3.28679 3.7824 4.49416 3.56906 3.33919 3.14721 3.15539 3.26593 2.95461 2.91283 3.65029 3.29846 2.96873 3.59522 6.38242 2.97866 2.77387 3.07042 3.57946 2.70604 2.65583 2.82844
threshold=0.88729369640350353 7.4149999618530282 1.6749999523162844 6.0450000762939462 358.50000000000006 1030.549987792969 17.750000000000004 2.8500000238418584 0 5.9500000476837167 0.32576479017734533 15.650000095367433 -0.99758008122444142 0.99140709638595592 218.9751892089844 0.65500000119209301 334.98197937011724 355.50000000000006 0.8020385503768922 1016.9500122070314 17.849999427795414 7.6499998569488534 0.88020217418670665 0.91299435496330272 -0.46173103153705591 -0.95407935976982106 0.44679887592792517 0.1650413200259209 5.4100000858306894 307.50000000000006
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 2 4 5 16 6 8 -8 11 10 -10 -4 -11 -5 15 -15 -1 20 19 -19 -14 23 28 27 -18 26 -26 -22 -23 -30
right_child=-2 -3 3 13 -6 -7 7 -9 9 12 -12 -13 17 14 -16 -17 24 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=1.1260013016831877e-05 -0.00046157479190821085 3.0634052408333585e-05 -0.0012980699796436475 0.00010461161857531626 0.012793173396836638 0.020145417369254258 0.0020911574183236897 -0.0047489120119328333 0.024213043896152694 -0.0049860168070264277 -0.001495039148037048 -0.0046081075995670949 -0.00062734086709759652 0.032102445087262559 0.0031048490264497346 0.0055914403411756776 0.00032070500928868209 0.0013108828718858686 0.0016225315305178592 0.026157583657871276 0.0015426214532945765 0.027743497106712312 -0.00037783185502986692 0.015359648344693361 0.024334624711838032 0.0041288449220797593 0.00042397976697733006 -0.0067777991646963617 0.0047695242719990871 0.017583894626913617
leaf_weight=127616 20713 1140076 12325 7999 68 23 209 1139 34 396 34 872 11869 21 210 26 369 22 165 34 244 24 206 27 45 255 24 163 105 73
leaf_count=127616 20713 1140076 12325 7999 68 23 209 1139 34 396 34 872 11869 21 210 26 369 22 165 34 244 24 206 27 45 255 24 163 105 73
internal_value=1.75596e-06 9.11181e-06 -0.000139961 -0.000762577 3.57021e-05 -0.00107026 -0.00108773 -0.0036884 -0.000955901 -0.000403049 0.011359 -0.00151563 -0.000463362 0.000279595 0.00572586 0.0174368 2.8941e-05 -0.000324871 0.00536613 0.0163964 -0.000423818 0.00244509 0.00581479 -0.000722745 0.00328489 0.00666077 0.0160179 -0.00178964 0.01213 0.0100249
internal_weight=1.32539e+06 1.30467e+06 164597 36220 128377 27964 27941 1348 26593 13396 68 13197 13328 8256 257 47 128309 12932 221 56 12711 842 408 434 693 324 69 407 202 178
internal_count=1325386 1304673 164597 36220 128377 27964 27941 1348 26593 13396 68 13197 13328 8256 257 47 128309 12932 221 56 12711 842 408 434 693 324 69 407 202 178
cat_boundaries=0 1
cat_threshold=5056
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=31
num_cat=2
split_feature=60 132 60 136 38 22 56 136 36 16 71 3 39 57 57 98 109 70 28 40 39 89 67 109 20 70 39 15 39 52
split_gain=1.65745 2.25841 2.03203 3.84291 6.55358 5.46572 4.60861 4.15442 8.13879 4.61486 3.90822 3.45485 3.34819 3.03425 3.00768 2.93125 2.91799 3.79675 2.91008 2.89723 3.15329 3.13387 5.2189 3.09466 2.80707 2.79913 2.98011 2.64214 2.88039 2.92671
threshold=0.83887699246406566 1022.7500000000001 0.57393360137939464 0 13.84999990463257 7.305000066757203 181.366569519043 1 12.250000000000002 11.120000362396242 286.15954589843756 331.50000000000006 10.650000095367433 204.29358673095706 297.04829406738287 -0.088851477950811372 -0.54790857434272755 288.87344360351568 1024.9500122070315 12.550000190734865 16.849999427795414 -0.85680106282234181 6.4949998855590829 -0.54790857434272755 9.0250000953674334 192.45838165283206 8.6500000953674334 1.4450000524520876 13.150000095367433 4.3650000095367441
decision_type=2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 8 15 27 -10 -12 13 -11 -13 -8 17 -14 -16 21 -21 22 -7 -24 -23 -5 -27 28 -9 -30
right_child=-2 -3 3 25 5 19 7 9 10 12 11 14 16 -15 18 -17 -18 -19 -20 20 -22 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1.3790855876042154e-05 -0.00027577518967419309 -0.0016567540687781688 0.0035650888094596574 -0.001710727612735709 0.00014961023458721521 0.0048248969107225793 0.00017732155892631108 -0.001566561170259067 0.00092640536303913732 0.012127877130600003 0.002376127817422146 0.0022421321099372208 0.00066695971358852503 0.0021843011105183835 0.010524924283255859 -0.0033917361805209535 -0.00020548925241295585 0.0055203256586918012 0.00026277614718613529 -0.0022575112211944497 0.016186965148275098 0.0014197831380799119 -0.00089191806457367617 0.0021672395490168876 -0.00092179897221017579 0.0080723461507372311 -1.5727991115138742e-05 -0.00096018323270475594 -0.0099285209515482566 0.00037093297928892158
leaf_weight=1045660 51730 2022 962 2464 11524 1709 28833 576 3754 96 2374 291 2567 382 389 587 26499 478 84 672 24 7390 963 5841 1548 114 117007 8486 267 93
leaf_count=1045660 51730 2022 962 2464 11524 1709 28833 576 3754 96 2374 291 2567 382 389 587 26499 478 84 672 24 7390 963 5841 1548 114 117007 8486 267 93
internal_value=1.66817e-06 1.29366e-05 1.55916e-05 0.000151554 0.000370141 0.0010012 0.000126126 8.24554e-05 0.000468288 -0.00027279 0.002015 0.00331729 3.01186e-05 0.00418134 0.00624179 0.00010611 -3.7045e-05 0.00142883 0.00870247 0.00154198 -0.00162149 0.00166815 0.00235471 0.00173426 0.00101424 -4.29388e-05 -7.85545e-06 -0.00123826 -0.00375936 -0.00726783
internal_weight=1.32539e+06 1.27366e+06 1.27163e+06 225974 106389 29671 76718 75756 36312 39444 6892 3138 30022 478 764 29420 29544 3045 473 18147 696 17451 8513 6804 8938 119585 117121 9422 936 360
internal_count=1325386 1273656 1271634 225974 106389 29671 76718 75756 36312 39444 6892 3138 30022 478 764 29420 29544 3045 473 18147 696 17451 8513 6804 8938 119585 117121 9422 936 360
cat_boundaries=0 1 2
cat_threshold=912 144
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=31
num_cat=0
split_feature=63 99 17 64 34 66 81 27 90 96 1 65 78 75 55 39 32 70 78 57 37 10 76 58 127 30 54 11 98 90
split_gain=1.53846 2.20291 1.50982 5.63783 3.87054 2.91206 2.75301 3.79083 4.55214 4.43392 3.6363 3.19769 3.96868 2.97168 2.66249 2.57593 3.54454 3.4401 2.41302 2.55402 2.95311 2.34825 2.26494 2.08447 3.0027 1.96994 1.94841 3.54505 2.02539 2.10792
threshold=0.89860954880714428 -0.088609319180250154 6.4600000381469735 1.6749999523162844 17.94999980926514 0.99500000476837169 333.50097656250006 317.50000000000006 -0.86898714303970326 -0.8766045570373534 322.50000000000006 0.25499999523162847 16.724999427795414 0.42761290073394781 2.745000004768372 12.34999990463257 14.150000095367433 256.61154174804693 20.554999351501468 301.38410949707037 13.250000000000002 11.84999990463257 32.835000991821296 309.74221801757818 -0.89490029215812672 1011.9500122070314 0.21499999612569812 3.8500000238418584 -0.99793291091918934 -0.22609239071607587
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 18 8 9 -8 11 -9 21 -11 25 -10 17 -17 23 -20 -21 -13 -14 -1 -25 -12 27 -26 -28 -30
right_child=1 -3 -4 4 5 -7 7 10 15 13 14 12 22 -15 -16 16 -18 -19 19 20 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=-4.0935656195530002e-05 -0.00047674673681677345 -0.01708174951374531 2.1552032685562451e-05 -0.00090769905247423165 0.010087569806637477 -0.0053404845574790295 0.0029849533657076849 0.020559535988806082 -0.0034666665938947305 0.039133185970907411 -0.019206386534497143 -0.0072423903486476503 0.010000049654084912 0.015348121337994035 0.011100584268569948 0.0013061995990574361 -0.0012685877115776144 0.027740446804091337 -0.0030590997255536627 -0.0012989313245508011 0.012310897140404911 0.0075738546852436341 -0.0049637422470065456 0.019832716404926034 0.016097318603386802 -0.0030386435644826496 -0.0099643645244975425 0.0020263325615340602 0.0025023082254579483 -0.0057513291640514204
leaf_weight=67645 15177 20 1224873 13745 32 692 34 28 81 24 20 104 161 29 32 20 48 32 1125 115 61 36 30 24 62 325 43 161 516 91
leaf_count=67645 15177 20 1224873 13745 32 692 34 28 81 24 20 104 161 29 32 20 48 32 1125 115 61 36 30 24 62 325 43 161 516 91
internal_value=1.58476e-06 -0.0004986 7.38644e-06 -0.000195987 -0.00109539 -0.00465858 -1.23044e-05 0.0025873 0.00767876 0.0170779 0.000733349 0.00433485 0.00296237 0.0261187 -0.0026962 0.00316092 0.00852926 0.0175734 -4.9674e-05 -0.00218286 0.00341811 -0.0034325 0.00764972 -9.18388e-06 0.0023853 -0.0039759 0.00190564 0.00593845 0.000522081 0.00126494
internal_weight=1.32539e+06 15197 1.31019e+06 85316 14469 724 70847 1004 268 87 736 359 331 53 377 181 100 52 69843 1301 176 140 191 68542 897 345 873 223 650 607
internal_count=1325386 15197 1310189 85316 14469 724 70847 1004 268 87 736 359 331 53 377 181 100 52 69843 1301 176 140 191 68542 897 345 873 223 650 607
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=31
num_cat=0
split_feature=79 39 121 57 111 36 86 54 123 99 96 38 39 20 35 122 55 122 26 119 34 80 77 3 60 14 88 22 75 88
split_gain=1.4973 4.43681 5.06249 4.51659 4.15273 2.75995 2.58211 3.48079 2.59035 3.69256 2.47251 2.17032 1.96334 3.22897 2.79791 2.31982 1.74937 3.0021 2.83748 5.40953 5.04756 2.38288 2.34468 2.24348 1.94371 2.98167 3.61026 1.92046 2.24069 1.703
threshold=45.715000152587898 9.6500000953674334 -0.39873388409614557 222.17388916015628 0.92048737406730663 6.6499998569488534 0.88419544696807872 1.1349999904632571 -0.63605400919914235 -0.8715093433856963 -0.86449846625328053 8.5500001907348651 9.2500000000000018 6.9649999141693124 10.449999809265138 -0.68832838535308827 0.74500000476837169 -0.66259482502937306 350.50000000000006 0.9238443672657014 12.750000000000002 326.52404785156256 25.765000343322757 347.50000000000006 0.44695135951042181 3.0749999284744267 -0.58697372674942005 6.7049999237060556 0.75231400132179271 -0.78684192895889271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 8 -8 -5 -10 -7 -11 13 15 -14 -9 17 -3 19 22 -21 -18 27 -22 -23 26 -26 28 -19 -30
right_child=1 16 5 4 -6 10 7 12 9 11 -12 -13 14 -15 -16 -17 21 18 -20 20 23 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=7.0263748591842692e-06 -0.0026244470852045971 -0.0046919131675198424 0.017063389108939606 -0.0073411999270319942 0.023848897304325815 0.0025268418177238992 0.001934277105277774 0.020775741429792511 -0.0037843987971427854 0.0045418762499793318 -0.0021991508752609895 0.019849147066139643 -0.00010459534482409557 0.029631721193436534 0.019829898747696501 0.007791067812370921 -0.00077705307728724712 -0.0022341436807523079 -0.0099355956766927662 0.0052782656768438959 0.038589954056910111 -0.0051468030338127531 -0.0001643374166644615 0.015478021917598589 -0.0010009362454772653 -0.0022080278417551261 0.024327479287361106 0.021394251382333182 0.0029919551293873651 0.022450419033513122
leaf_weight=1311235 193 177 22 68 31 394 194 45 80 57 930 39 75 26 23 146 9321 53 43 73 21 591 482 21 34 922 24 21 22 23
leaf_count=1311235 193 177 22 68 31 394 194 45 80 57 930 39 75 26 23 146 9321 53 43 73 21 591 482 21 34 922 24 21 22 23
internal_value=1.50552e-06 -0.000510058 0.0014877 0.0042274 0.00591414 -0.000500921 0.00517579 0.00720299 0.000946927 0.00414916 -0.000792775 0.0107605 0.0104478 0.0131006 0.00457391 0.0108503 -0.000902415 0.00117188 0.00253933 0.00328852 0.0132238 -0.00108067 0.00138742 0.027034 -0.00288207 -0.0015163 0.00947979 0.00767271 0.00473238 0.0129374
internal_weight=1.32539e+06 14151 2323 977 784 1346 753 509 244 176 1324 96 315 217 98 191 11828 936 759 716 115 10892 601 42 1571 980 58 119 98 45
internal_count=1325386 14151 2323 977 784 1346 753 509 244 176 1324 96 315 217 98 191 11828 936 759 716 115 10892 601 42 1571 980 58 119 98 45
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=31
num_cat=4
split_feature=60 30 94 57 38 78 31 2 64 67 80 67 13 39 136 55 35 136 8 97 136 39 8 28 72 136 23 99 43 124
split_gain=1.47245 1.55398 5.45719 2.79876 2.36613 2.85803 2.35671 2.24172 1.99446 4.80224 4.89464 4.01905 5.69216 4.31368 5.31744 5.06354 4.90179 6.64345 4.63478 4.63103 3.86988 3.73763 3.61612 3.82158 3.50258 3.49506 3.51637 4.63779 5.51831 4.76732
threshold=0.88729369640350353 1024.549987792969 -0.67527416348457325 224.64338684082034 7.3500001430511483 13.22499990463257 1023.8500061035157 307.50000000000006 5.7249999046325692 10.324999809265138 267.72700500488287 6.3949999809265146 2.5149999856948857 10.750000000000002 0 31.32499980926514 12.050000190734865 1 6.9500000476837167 -0.85796782374382008 2 8.2500000000000018 0.35000000894069677 1017.0499877929689 0.75970205664634716 3 7.4649999141693124 -0.80676144361495961 10.84999990463257 -0.21643137186765668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 2 1 2 2 2 2
left_child=1 8 3 6 5 -4 7 -3 9 -1 -11 12 20 14 15 21 17 -15 -19 -16 -10 -13 -21 -24 -22 26 -18 -28 29 -29
right_child=-2 2 4 -5 -6 -7 -8 -9 11 10 -12 13 -14 16 19 -17 25 18 -20 22 24 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-3.9606738271414961e-06 -0.0004168319614692072 -0.004379783891849314 0.022196251888258009 -0.0013045374413884964 -0.0001847071823663128 -0.0014810386728495361 -0.0081817726244498498 0.010342029455517021 0.0016374076956678658 9.5706711453852952e-05 -0.0016840466245750187 0.019857727681639896 -0.00041636476425226674 0.00024804494125835836 0.00081374247176668356 -0.0015336337511157696 8.5733158836272989e-06 -0.0012668268411651865 -0.00029538481325722013 0.0077837878365922767 0.0010058888490006163 0.0018786072307595777 -0.0015728903406425844 0.00040226324435847706 3.6608444795345852e-05 -8.9240882271613643e-05 0.00034788837103465328 0.003231385199999646 0.0054593056593277324 0.00068871816361406972
leaf_weight=883107 20713 99 26 591 58003 25 406 35 9759 6988 8639 29 13412 29422 12095 1190 38168 20922 29719 126 18553 8990 5805 4236 18729 91522 31935 2318 819 9005
leaf_count=883107 20713 99 26 591 58003 25 406 35 9759 6988 8639 29 13412 29422 12095 1190 38168 20922 29719 126 18553 8990 5805 4236 18729 91522 31935 2318 819 9005
internal_value=1.43024e-06 8.07058e-06 -0.000242256 -0.00368206 -0.000175242 0.0105897 -0.00628412 -0.000534534 1.9966e-05 -1.93354e-05 -0.000888186 0.000121829 0.000492274 4.3609e-05 0.000586242 0.00153044 -2.58069e-05 -0.000349508 -0.000696592 0.000152493 0.000751339 0.00193642 -0.000634001 -0.000739632 0.000518822 0.000123338 0.000359862 0.000664139 0.00149592 0.00120924
internal_weight=1.32539e+06 1.30467e+06 59185 1131 58054 51 540 134 1.24549e+06 898734 15627 346754 60453 286301 32471 10209 253830 80063 50641 22262 47041 9019 10167 10041 37282 173767 82245 44077 12142 11323
internal_count=1325386 1304673 59185 1131 58054 51 540 134 1245488 898734 15627 346754 60453 286301 32471 10209 253830 80063 50641 22262 47041 9019 10167 10041 37282 173767 82245 44077 12142 11323
cat_boundaries=0 1 2 3 4
cat_threshold=4932 2225 514 2992
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=31
num_cat=0
split_feature=76 95 37 88 104 88 2 52 72 62 39 87 20 23 67 7 85 122 121 83 30 87 37 19 77 5 112 32 73 16
split_gain=1.68969 3.72102 2.26338 2.24621 3.3278 2.77785 2.74375 2.13893 3.51665 2.43493 1.7106 1.81462 1.77161 1.95395 1.89797 2.21256 2.74512 2.23908 1.68556 3.01352 5.59436 6.44742 5.28295 5.12158 4.42201 3.71538 4.18427 3.36318 2.9076 3.87309
threshold=47.645000457763679 -0.60649192333221424 11.050000190734865 -0.85974872112274159 0.069743972271680846 -0.86235222220420826 351.50000000000006 0.30500000715255743 0.66539254784584057 0.54417577385902416 7.1499998569488534 0.89263612031936657 7.2850000858306894 5.7650001049041757 7.8949999809265146 12.84999990463257 0.88996121287345897 -0.68832838535308827 -0.53727915883064259 262.11146545410162 1004.6499938964845 0.84244206547737133 20.349999427795414 15.405000209808351 18.154999732971195 5.2500000000000009 -0.86159634590148915 16.849999427795414 0.414638102054596 8.0099999904632586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 3 5 -5 6 10 8 -4 -9 -3 -12 13 -13 -15 -16 -17 -18 19 24 21 -21 28 27 -1 -23 -27 -24 -22 -30
right_child=1 2 7 4 -6 -7 -8 9 -10 -11 11 12 -14 14 15 16 17 -19 -20 20 22 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=1.574576488722522e-06 -0.0032526930872156484 0.016084559583105146 0.015841784382471816 -0.00082719339635282561 0.010942199244914998 0.019652745658425952 0.019318369454280896 -0.0021184395200181992 7.819605083012385e-05 -0.00018103714784248261 0.00041244036761480668 -0.0016994261034415103 -0.0051150783707904031 0.016685272149995649 -0.00011978543479926885 -0.0013904811269392005 0.02503784608639156 0.0091246548493342881 -4.4077800995612691e-05 -0.00025624104196310073 0.00072630690407886854 0.020528840227052571 0.014761869423091609 0.0025408734049323723 -0.0012352010359479788 -0.0021012164975359091 0.013771408603526653 -0.0023298308565968778 -0.00030398832156398924 0.00025850154050354146
leaf_weight=347125 1183 20 50 1920 62 22 22 2749 121 3955 1256 80 46 44 106 44 30 84 707646 241 25711 75 29 668 7381 71 100 3827 36758 182772
leaf_count=347125 1183 20 50 1920 62 22 22 2749 121 3955 1256 80 46 44 106 44 30 84 707646 241 25711 75 29 668 7381 71 100 3827 36758 182772
internal_value=2.95117e-06 -0.000592849 -0.000296308 0.000694304 -0.000459029 0.00199756 0.0017733 -0.000834624 0.00468743 -0.000975476 0.00154757 0.00137554 0.00416275 0.0052627 0.00707104 0.00546867 0.00921788 0.0133123 8.30536e-06 6.96005e-05 0.000202444 0.00555619 0.000192005 -0.00150108 -2.41757e-05 0.0112505 0.00718102 -0.00220129 0.000223237 0.000164319
internal_weight=1.3242e+06 11794 10611 3736 1982 1754 1732 6875 171 6704 1710 1690 434 388 308 264 158 114 1.3124e+06 604758 250252 487 249765 4524 354506 246 171 3856 245241 219530
internal_count=1324198 11794 10611 3736 1982 1754 1732 6875 171 6704 1710 1690 434 388 308 264 158 114 1312404 604758 250252 487 249765 4524 354506 246 171 3856 245241 219530
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=31
num_cat=0
split_feature=25 92 43 20 4 23 66 54 39 63 77 1 2 30 75 19 114 84 21 2 27 124 2 35 36 24 104 77 69 83
split_gain=1.5496 4.54844 3.15879 3.10371 2.68244 2.6251 2.3488 3.43292 3.03109 2.81695 2.52612 2.41317 2.40153 3.07065 2.88558 2.72921 2.44388 2.80777 2.35045 2.22753 3.14377 2.76868 2.50061 2.43828 3.00957 2.43622 2.31787 2.72136 2.83419 2.50034
threshold=175.50000000000003 -0.8908594250679015 20.94999980926514 9.4250001907348651 1.6500000357627871 7.7249999046325692 1.0349999666213991 1.2450000047683718 22.050000190734867 0.22614055871963504 1.3049999475479128 331.50000000000006 165.50000000000003 1007.7500000000001 0.76552900671958934 10.960000038146974 0.31729258596897131 0.64960318803787243 5.8750000000000009 274.50000000000006 152.50000000000003 -0.98321744799613942 122.50000000000001 15.449999809265138 14.84999990463257 171.50000000000003 -0.62960961461067189 9.0450000762939471 234.86999511718753 266.34365844726568
decision_type=2 2 2 2 2 2 2 2 2 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 19 7 9 11 -6 -8 -9 -12 -14 16 -16 17 -15 -13 20 22 -22 -1 24 -21 -25 27 29 -29 -23
right_child=-2 -3 -4 -5 6 -7 10 8 -10 -11 12 18 13 14 15 -17 -18 -19 -20 23 21 26 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0074104319927542715 -6.3207913794259439e-06 1.4805553508841381e-05 0.017008979537058624 -0.003447277195327707 0.0095392901566810906 0.0067069238181988525 -0.0035841424139806816 0.0038775897181028193 -0.008413910579300769 -0.0035570166282897693 -0.0011603084233206189 0.0073200131626799704 0.017375564806473752 0.0083577195882685203 0.0015634071310341826 -0.0075219976123455067 0.0056006150521769578 0.00091214393674735311 0.023935576531522233 -0.0024208069665473887 0.014501929649597275 0.005871379122032362 0.028519386714324357 -0.013564402811850111 0.013121929916315804 -0.0012586358154085696 -0.005381966266149809 0.02230641949812279 0.0043431719194256492 -0.00024686807097398257
leaf_weight=47 1287557 28036 32 335 48 407 355 931 46 284 1180 80 30 133 160 171 369 2640 29 80 46 249 20 60 51 122 97 34 62 507
leaf_count=47 1287557 28036 32 335 48 407 355 931 46 284 1180 80 30 133 160 171 369 2640 29 80 46 249 20 60 51 122 97 34 62 507
internal_value=2.80361e-06 0.000323433 0.00132897 0.00127045 0.00146229 0.00317962 0.000988275 0.00278591 0.00414616 -0.00166357 0.00048231 0.0047017 0.000790572 0.00144773 0.00131015 -0.00313026 0.00177793 0.00126925 0.0117407 0.00213553 0.00322808 0.00252216 0.0137116 -0.00157145 0.00363018 -0.00531548 0.00194147 0.00277524 0.0107052 0.00176827
internal_weight=1.3242e+06 36641 8605 8573 8238 1782 6456 1418 1086 332 5038 1040 4683 3503 3473 331 3142 2773 109 1375 1062 995 67 313 131 182 949 852 96 756
internal_count=1324198 36641 8605 8573 8238 1782 6456 1418 1086 332 5038 1040 4683 3503 3473 331 3142 2773 109 1375 1062 995 67 313 131 182 949 852 96 756
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=31
num_cat=1
split_feature=131 53 107 17 68 56 87 117 130 129 53 89 84 101 74 55 38 38 112 13 76 68 132 66 37 55 39 134 136 22
split_gain=1.63871 1.93593 2.36103 2.07445 2.53355 2.0735 2.0125 1.86634 1.7593 3.50598 5.56156 3.68258 4.35588 3.70562 4.03324 3.65187 3.42238 3.38399 3.20607 2.83847 2.80117 2.65931 3.51514 3.24643 5.00513 3.07315 4.6347 2.88673 2.78292 2.82899
threshold=336.50000000000006 13.125000000000002 -0.64845305681228627 15.405000209808351 277.61296081542974 178.70088958740237 0.88990151882171642 -0.87878364324569691 313.50000000000006 55.500000000000007 5.5150001049041757 -0.59621733427047718 0.79850846529006969 0.012982966843992473 0.62642896175384533 4.3150000572204599 16.650000572204593 14.750000000000002 -0.70088258385658253 1.1150000095367434 10.434999942779543 221.46401977539065 1012.9500122070314 1.825000047683716 15.250000000000002 2.8249999284744267 15.150000095367433 1019.9500122070314 0 4.6349999904632577
decision_type=2 2 2 2 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=8 2 3 4 5 -2 -7 -3 9 -1 11 -11 -13 14 -14 17 21 -16 -18 -12 -15 22 -10 24 28 26 -25 -28 -23 -30
right_child=1 7 -4 -5 -6 6 -8 -9 16 10 19 12 13 20 15 -17 18 -19 -20 -21 -22 23 -24 25 -26 -27 27 -29 29 -31
leaf_value=8.7640716997238197e-06 0.017561634723097085 0.0096781106226427379 -0.0031310740657919515 -0.0049986438068968008 -0.00088311373455626741 0.0010191525059025928 0.010993517588792464 0.00018225133636708431 -0.013757638629316025 -0.00089675168732750079 -0.006524908412588625 -0.0074300820440051183 -0.0037994599509061722 -0.0054167108421693203 0.00069968444420405299 -0.0071519770775921648 0.0003486906120265414 0.013113452650460789 0.0081920123884760328 0.00011487894334788122 -0.00058468863508765877 0.0059359495141249113 -0.0014421804639185587 -0.0020458840835097533 -0.0056232360943051229 0.00066553306496154509 0.0028794473967399914 -0.015103438172651374 -0.0077249882100905113 0.0023839256798645031
leaf_weight=1287166 24 53 1358 247 2270 354 59 2184 71 3045 164 549 212 855 93 48 246 134 277 8682 462 607 315 2688 176 9942 751 23 74 1069
leaf_count=1287166 24 53 1358 247 2270 354 59 2184 71 3045 164 549 212 855 93 48 246 134 277 8682 462 607 315 2688 176 9942 751 23 74 1069
internal_value=2.66343e-06 -0.0007863 -0.00140549 -0.000612206 -0.000211966 0.00327432 0.00244406 0.000407231 6.58475e-06 1.30984e-07 -0.000780002 -0.00204477 -0.0035304 -0.00234364 0.00138294 0.0053781 0.000523796 0.00802764 0.0045028 -8.21908e-06 -0.00372165 0.000391382 -0.00370746 0.000494588 0.0024141 0.000218776 -0.0010642 0.00234507 0.00322243 0.00171446
internal_weight=1.3242e+06 6549 4312 2954 2707 437 413 2237 1.31765e+06 1.30141e+06 14244 5398 2353 1804 487 275 16239 227 523 8846 1317 15716 386 15330 1926 13404 3462 774 1750 1143
internal_count=1324198 6549 4312 2954 2707 437 413 2237 1317649 1301410 14244 5398 2353 1804 487 275 16239 227 523 8846 1317 15716 386 15330 1926 13404 3462 774 1750 1143
cat_boundaries=0 1
cat_threshold=512
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=31
num_cat=0
split_feature=76 95 35 31 65 110 55 83 28 35 75 96 30 58 126 61 84 63 52 55 31 114 32 84 112 67 64 54 64 67
split_gain=1.50959 3.35472 2.0332 1.71835 1.65903 4.01286 3.90537 6.01067 4.67965 4.90671 4.43348 4.83557 4.37405 4.5587 3.96696 3.91653 4.55991 3.54438 3.77481 3.54541 7.24909 3.47658 3.26419 3.42625 3.24684 3.23916 5.10462 3.02742 3.01055 5.20322
threshold=47.645000457763679 -0.60649192333221424 10.250000000000002 1026.6499633789065 36.444999694824226 0.79682475328445446 15.244999885559084 294.70600891113287 1014.7500000000001 12.34999990463257 0.90206781029701244 -0.55347120761871327 1015.0499877929689 285.50604248046881 0.71322327852249157 0.36852607131004339 0.87816619873046886 0.25501497089862829 11.84500026702881 42.594999313354499 1016.9500122070314 -0.76037701964378346 6.6499998569488534 0.79367038607597362 -0.88697704672813404 17.105000495910648 13.215000152587892 2.8649998903274541 6.4649999141693124 9.2249999046325701
decision_type=2 2 2 2 2 2 2 2 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 -3 25 6 7 24 9 12 14 -12 15 -14 27 16 -9 19 -19 -7 -21 -17 23 -10 -6 28 -27 -11 29 -1
right_child=1 2 -4 -5 5 17 -8 8 22 10 11 -13 13 -15 -16 21 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.8438572780693124e-06 -0.0030861536766369855 0.00090682419426747231 -0.00063403933445257705 0.012955328865597646 0.00093379484183795649 -0.0032913867339841095 0.00013458564330800162 -0.0071749191795308356 0.021745330923123918 -0.0012286606290003608 0.0077980080718536241 0.030334218323230744 0.026535548083484174 0.0042708700614600961 0.00055952076501044853 0.0045228057490954276 0.004428078600716207 0.0011128799556719882 -0.0015652752729705414 -0.031163653752633504 0.002330857502917449 3.0853715070255644e-05 0.00033641481400099849 0.003844059049896896 -0.001165653032717266 -0.0008523283294452653 -7.9510144512389254e-05 0.0068486911183603272 0.00021420353274117295 -0.0007986683214480548
leaf_weight=929838 1183 2180 8401 30 4509 500 39310 267 34 136 497 25 34 71 648 780 124 2100 3523 35 30 962 3281 125 3113 27102 100980 789 172997 20594
leaf_count=929838 1183 2180 8401 30 4509 500 39310 267 34 136 497 25 34 71 648 780 124 2100 3523 35 30 962 3281 125 3113 27102 100980 789 172997 20594
internal_value=2.5325e-06 -0.00056062 -0.000279053 0.00107038 7.5933e-06 0.000262451 0.000398964 0.00107404 0.00205236 0.00314547 0.00488451 0.00887733 0.00151756 0.0114804 0.0035595 0.00102712 -0.0034952 -0.000944394 -0.000565075 -0.00471946 -0.0157046 0.00204218 0.000675473 0.007672 7.63321e-05 -4.80694e-06 -0.000243038 0.0056611 2.23537e-05 -1.25667e-05
internal_weight=1.3242e+06 11794 10611 2210 1.3124e+06 60893 54705 15395 7773 4333 2095 522 2238 105 1573 2133 391 6188 5623 565 65 1742 3440 159 7622 1.25151e+06 128082 925 1.12343e+06 950432
internal_count=1324198 11794 10611 2210 1312404 60893 54705 15395 7773 4333 2095 522 2238 105 1573 2133 391 6188 5623 565 65 1742 3440 159 7622 1251511 128082 925 1123429 950432
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=31
num_cat=0
split_feature=131 89 131 135 67 80 23 129 53 19 98 132 103 75 36 91 86 34 132 35 37 13 91 129 65 135 39 65 23 99
split_gain=1.48547 1.7853 1.58159 5.24442 3.60898 3.90897 3.7553 3.37943 5.01853 5.22763 3.18767 3.49538 3.15115 3.95494 2.73232 3.09479 2.6864 2.72789 2.63854 3.09807 2.51914 2.49636 2.49099 4.65859 2.39756 2.38732 4.00773 7.04011 4.38252 4.29337
threshold=336.50000000000006 0.15224836766719821 301.50000000000006 1012.3500061035157 1.825000047683716 299.80540466308599 5.6449999809265146 55.500000000000007 5.7650001049041757 15.405000209808351 -0.67143711447715748 1017.7500000000001 -0.13862068951129911 0.63831979036331188 12.150000095367433 -0.96916627883911122 0.87871414422988903 15.84999990463257 1012.0499877929689 13.34999990463257 10.750000000000002 1.1250000000000002 -0.60434293746948231 256.50000000000006 5.4249999523162851 1015.2500000000001 13.550000190734865 9.7950000762939471 8.2849998474121112 -0.94075414538383473
decision_type=2 2 2 2 2 2 2 2 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 7 14 5 -5 -6 -1 9 12 11 20 13 -9 -4 18 22 24 19 -16 -7 -10 -14 -24 -18 26 27 -8 29 -29
right_child=1 -3 3 4 6 10 25 8 21 -11 -12 -13 16 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=8.2546998332659104e-06 -0.00064914111196630255 -0.0075897975512681168 -0.0050191141507853693 -0.0030282313475686086 -0.0016219333877453665 -0.0056534665114037243 -0.0014608671014590575 -0.0028594358271709017 -0.0065449716903847356 -0.0099585336030548061 -0.001335768346191802 -0.00088287684814752757 -0.0018429524156854994 0.0048169759659761752 0.020314862944522047 -0.0017440243787253469 0.0047068922400470984 -0.012820984066153566 -0.0028418722149331638 0.0041768081767519609 0.0059003453416194779 7.1576862921276366e-05 -0.0077274027543950165 -0.001372083157153127 -0.0012793893996279893 0.00031099861036726112 0.00046196483301596451 0.017350962722610514 -0.0040278628117572162 0.0058197773589557479
leaf_weight=1287133 6455 94 492 257 1759 49 464 298 145 199 283 259 2405 384 36 1536 294 36 102 171 1269 8456 599 556 388 6762 2150 88 103 976
leaf_count=1287133 6455 94 492 257 1759 49 464 298 145 199 283 259 2405 384 36 1536 294 36 102 171 1269 8456 599 556 388 6762 2150 88 103 976
internal_value=2.40588e-06 -0.000748763 6.13935e-06 0.000488812 0.000844931 0.00275181 0.000516785 -7.76674e-08 -0.000779501 -0.00201244 0.00355045 0.0044273 -0.00169363 0.00146277 -0.0017084 -0.000825541 -0.00219683 0.000593131 0.00374012 0.00698343 0.0054708 -3.99683e-05 -0.00275952 -0.00466805 0.00130121 0.00087361 0.00187979 0.00374879 0.00582015 0.00677348
internal_weight=1.3242e+06 6549 1.31765e+06 16756 14419 2117 12302 1.30089e+06 13760 5159 1860 1577 4960 682 2337 1845 4278 718 309 207 1318 8601 3560 1155 682 10543 3781 1631 1167 1064
internal_count=1324198 6549 1317649 16756 14419 2117 12302 1300893 13760 5159 1860 1577 4960 682 2337 1845 4278 718 309 207 1318 8601 3560 1155 682 10543 3781 1631 1167 1064
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=31
num_cat=2
split_feature=123 94 136 88 12 31 136 107 65 78 5 38 11 93 86 36 122 74 79 59 108 98 15 21 80 40 79 24 73 119
split_gain=1.66526 4.86763 6.93675 3.76576 3.36103 4.27588 3.4187 3.77754 3.2103 2.93798 2.77274 2.7528 2.74354 3.27917 2.69549 2.68083 2.63342 2.68781 2.51451 2.76624 3.14064 2.54736 2.42199 2.85522 2.41073 2.40208 2.22836 3.34099 2.20245 2.19854
threshold=0.7933231294155122 -0.45859596133232111 0 0.098525479435920729 0.81499999761581432 1015.2500000000001 1 -0.94633468985557545 1.9750000238418581 3.0249999761581425 1.9499999880790713 17.94999980926514 3.1499999761581425 -0.96991166472434986 0.90237563848495495 19.94999980926514 0.99140709638595592 0.63758748769760143 6.2750000953674325 177.28537750244143 0.088340576738119139 -0.99202707409858693 1.7649999856948855 5.5350000858306894 319.78198242187506 14.050000190734865 1.3149999976158144 279.50000000000006 0.33348469436168676 -0.97988739609718312
decision_type=2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 24 8 6 7 18 -4 -8 -2 -12 13 29 -15 -13 -9 -18 19 20 -6 -20 23 -11 -3 -23 27 -14 -25 -7
right_child=1 3 4 -5 5 12 9 16 -10 22 11 15 26 14 -16 -17 17 -19 21 -21 -22 25 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=1.3541896985868905e-05 -0.00070209872218237733 -7.0380836015424836e-06 -0.002869299599723723 -0.0042426839167142918 0.0074196753063976457 -0.014976068566295695 -0.0044896063305998437 0.0052646559273393893 0.0033223314176242546 -0.0043840170503244734 -0.0044069759606273377 0.0058742262212923028 -0.00010961760798608406 0.00079016041426426117 0.015471062931464986 -0.0099879508399788076 0.030949613851095948 0.0056522828438097528 0.014907950774499183 -0.001231138644207189 -0.013465712894685566 -1.9877658991575026e-05 -0.0019966353013532588 0.018491298533247217 -0.0019146863450436571 0.0090966725155610505 -0.0032323066022385085 0.021472008111463353 0.0028051765122597428 -0.0028389181337159807
leaf_weight=1223948 891 87692 1854 537 180 47 339 499 236 144 2268 123 97 1363 32 34 21 21 54 815 20 207 555 23 1688 111 1476 22 827 181
leaf_count=1223948 891 87692 1854 537 180 47 339 499 236 144 2268 123 97 1363 32 34 21 21 54 815 20 207 555 23 1688 111 1476 22 827 181
internal_value=-2.66002e-06 -0.000196397 -0.0011234 -6.81461e-05 -0.000409178 0.000113475 0.00124554 0.00271888 -0.00217015 -0.000271985 -0.00307807 -0.00396375 -0.00122896 0.000218326 0.00112693 0.00243911 0.00627672 0.0183009 0.00135075 6.19205e-05 0.00533114 0.00486733 0.00064929 0.00212664 -4.30653e-05 0.00316231 -0.00270165 0.00388026 0.00322962 -0.00534087
internal_weight=1.3263e+06 102357 12440 89917 9124 7034 3816 1928 2090 1888 3316 2425 3218 1623 1395 157 541 42 1387 1015 200 372 1549 994 89380 318 1595 119 850 228
internal_count=1326305 102357 12440 89917 9124 7034 3816 1928 2090 1888 3316 2425 3218 1623 1395 157 541 42 1387 1015 200 372 1549 994 89380 318 1595 119 850 228
cat_boundaries=0 1 2
cat_threshold=1601 36
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=31
num_cat=2
split_feature=123 93 31 136 76 38 20 38 104 35 32 61 95 29 91 79 80 2 35 102 39 14 67 136 36 99 33 123 88 103
split_gain=1.5029 4.46604 4.31967 4.98836 3.86889 2.81841 2.69049 2.59551 3.56163 2.65385 2.58818 2.52378 2.42095 2.18976 2.15311 2.13201 2.06039 2.04478 2.17881 2.16827 2.24207 2.1558 3.08238 3.03431 2.89111 2.07898 2.05627 2.04894 2.00387 1.974
threshold=0.7933231294155122 -0.43285661935806269 1014.2500000000001 0 2.4850000143051152 13.050000190734865 5.305000066757203 17.550000190734867 -0.95960935950279225 16.750000000000004 16.750000000000004 0.20242480933666232 -0.016254915855824944 1012.2500000000001 0.32191993296146398 5.3250000476837167 319.78198242187506 307.50000000000006 19.750000000000004 -0.74042624235153187 21.250000000000004 1.0950000286102297 0.83499997854232799 1 18.150000572204593 -0.99911502003669728 18.650000572204593 0.89490029215812694 -0.45388767123222346 -0.51849395036697377
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=29 2 3 4 7 -5 28 9 15 -2 -10 -6 -7 -14 16 -9 -3 18 21 -20 -21 22 27 25 -25 -23 -27 -13 -4 -1
right_child=1 14 6 5 11 12 -8 8 10 -11 -12 17 13 -15 -16 -17 -18 -19 19 20 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00030694846746032704 -0.003005264673104292 -9.6058821431031126e-06 -0.0024958895157854754 0.0014319941359070101 0.01462868496011465 -0.0054790277936199467 -0.0014456011344270746 -0.0028636453942142391 0.019492984302341938 -0.015601059579816851 0.0036667663155258781 -0.0025934979104651856 0.013833476112631617 -0.0029831217511614065 -0.0032247990116947029 0.013483715163809912 -0.001756088688688199 -0.002953753501552513 0.017120265236007983 0.014117828169837594 -0.0085495035319278646 0.016759817272376937 -0.0020495747180225756 0.00044789066300994837 0.014910133935174803 0.0055208453166318778 -0.0074846599105512727 0.0093507448765288662 -0.0072448443468948387 -8.4569663049298595e-07
leaf_weight=54520 460 87410 588 269 39 687 6916 397 30 46 186 52 32 49 535 21 1722 207 48 20 24 39 572 862 36 605 32 116 357 1169428
leaf_count=54520 460 87410 588 269 39 687 6916 397 30 46 186 52 32 49 535 21 1722 207 48 20 24 39 572 862 36 605 32 116 357 1169428
internal_value=-2.52702e-06 -0.000186577 -0.0010645 0.000112492 0.000953606 -0.00294402 -0.00178753 -0.0014798 0.000651575 -0.00415034 0.00586485 0.00200324 -0.0045151 0.00366047 -6.23295e-05 -0.00204237 -4.33473e-05 0.0018148 0.00222506 0.0097711 0.00175383 0.00192504 -0.000300719 0.00297146 0.00101635 0.00547265 0.00486751 0.00565372 -0.00428994 1.28648e-05
internal_weight=1.3263e+06 102357 12690 4829 3792 1037 7861 1140 634 506 216 2652 768 81 89667 418 89132 2613 2406 92 44 2314 740 1574 898 676 637 168 945 1.22395e+06
internal_count=1326305 102357 12690 4829 3792 1037 7861 1140 634 506 216 2652 768 81 89667 418 89132 2613 2406 92 44 2314 740 1574 898 676 637 168 945 1223948
cat_boundaries=0 1 2
cat_threshold=2469 2084
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=31
num_cat=0
split_feature=24 78 64 18 62 125 111 66 9 73 22 64 39 88 29 13 85 127 54 72 110 54 84 42 52 107 87 116 55 92
split_gain=1.34018 2.92358 3.29157 3.4368 2.94727 3.88741 2.92675 4.35819 3.47507 3.26231 3.17856 2.86407 2.82264 2.79162 3.2093 3.02757 2.7584 2.75278 2.64302 2.76153 3.26233 2.62795 3.14483 2.66633 3.92402 2.76974 2.60062 2.59655 2.59297 2.54829
threshold=177.50000000000003 1.4650000333786013 0.90500000119209301 13.344999790191652 0.28049875795841223 0.68832838535308849 0.39618812501430517 0.63499999046325695 2.0499999523162846 0.28296989202499395 5.1549999713897714 13.585000038146974 19.650000572204593 0.12972998619079593 1016.9500122070314 3.3549998998641972 0.76533398032188427 -0.93038213253021229 15.465000152587892 0.61165535449981701 0.62140348553657543 24.835000038146976 0.7194102704524995 15.150000095367433 1.185000002384186 -0.99404233694076527 0.56664589047431957 -0.18222858756780622 1.325000047683716 -0.98725765943527211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 12 -8 9 -9 -11 -12 26 17 15 -15 -13 -10 -19 20 -20 22 28 -24 -25 -26 -4 29 -14 -5
right_child=-2 2 6 27 5 -7 7 8 13 10 11 16 21 14 -16 -17 -18 18 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-6.4428779470590423e-05 -1.1349920804614243e-05 -0.0040531217519487635 0.0068163862864920781 0.00071431548390858647 -0.00054316726070025121 0.0068413126150936188 0.017054417999569589 0.020190142978239678 0.0056993120454129891 -0.009521589561444806 0.0032051392783816685 0.0017584269889630378 0.023147299923446208 0.00054089090784071095 0.0070667640718766501 0.019376033070412552 0.026257563810105678 0.00019404439988045423 -0.0074780090946135018 -0.0078214706519862554 0.010909019498369442 -0.0092489636466637545 0.0055873999088983895 -0.012307521108996826 0.0048752286225163307 -0.0024961173894962347 -0.00095427190889559087 -0.0027050952936175268 0.0050767575528539374 0.006059385962641637
leaf_weight=24537 1285548 279 110 290 536 267 43 29 213 47 1008 20 21 706 328 22 27 4570 45 210 52 51 199 69 208 329 5087 126 363 965
leaf_count=24537 1285548 279 110 290 536 267 43 29 213 47 1008 20 21 706 328 22 27 4570 45 210 52 51 199 69 208 329 5087 126 363 965
internal_value=-2.40067e-06 0.000279875 0.000800724 0.00248408 0.000374004 0.0019122 0.000499342 0.00118323 0.00108945 0.00363652 0.0032009 0.00376768 -0.000278363 0.000620733 0.00296027 0.00111008 0.0158324 0.000135361 -0.000107641 -0.00459853 0.00237895 0.00186513 0.00234185 0.000565837 -0.00108316 0.000359078 -0.000789798 0.0041373 0.00606499 0.00482427
internal_weight=1.3263e+06 40757 16220 2463 1082 803 13757 7320 7277 1131 1102 1055 6437 6146 1056 728 47 5090 4877 307 97 1240 1189 805 606 537 5197 1381 384 1255
internal_count=1326305 40757 16220 2463 1082 803 13757 7320 7277 1131 1102 1055 6437 6146 1056 728 47 5090 4877 307 97 1240 1189 805 606 537 5197 1381 384 1255
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=31
num_cat=3
split_feature=123 92 52 88 52 136 12 88 31 84 30 39 84 38 33 67 36 38 95 136 22 110 7 121 34 5 34 136 38 95
split_gain=1.44017 3.59192 5.65629 6.44662 4.93495 4.56538 7.59577 5.71291 5.16252 4.64419 4.88012 4.57128 5.21213 4.45231 5.40387 5.52516 4.87308 4.63404 4.39824 4.39574 4.44865 4.36284 4.34931 5.51564 4.64946 4.24264 4.20475 4.94191 4.42903 3.93454
threshold=-0.55191597342491139 -0.23312067240476606 2.2150000333786015 -0.83275437355041493 18.214999198913578 0 1.3949999809265139 0.098525479435920729 1008.9500122070314 0.64960318803787243 1013.0499877929689 15.550000190734865 0.85166704654693615 20.250000000000004 16.150000572204593 13.184999942779543 17.550000190734867 15.650000095367433 -0.90095123648643483 1 4.3350000381469735 -0.070027858018875108 3.4500000476837163 -0.19936034083366391 8.4499998092651385 2.3500000238418584 12.949999809265138 2 15.550000190734865 -0.85668715834617604
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 1 2 2
left_child=1 2 3 -1 5 6 8 21 -4 10 -8 -10 -13 14 17 16 18 -11 -16 -5 -21 -7 -23 24 -24 -18 29 28 -28 -26
right_child=-2 -3 4 19 -6 7 9 -9 11 13 -12 12 -14 -15 15 -17 25 -19 -20 20 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00087428529001141683 -4.9171408333364294e-05 -9.691264602236268e-06 0.010673867427071351 0.00011882661959782204 -0.0017488099716451164 -0.00060490465195850657 0.015126038430077314 0.0025851755042757257 -0.00017282722182526168 0.00083681148250459554 0.0013274309448280367 -0.0014322571797964138 -0.0055196626262946011 -0.0043350197920050603 0.011923833838783836 -0.0031041076282749798 0.010467114187789606 -0.0014615035064227278 0.0039413053319225641 0.0051567596089000176 -0.0010279757602065151 0.0016389114968464434 0.0047395117087699811 -0.0014899850702585573 -0.001338698723176586 0.001383263854880338 0.00038524809211802109 0.0015157210829018345 -0.0051240523005982603 0.00062455398929185039
leaf_weight=12431 732781 463016 90 18881 2259 5527 113 4472 3926 8276 148 2723 1093 448 272 368 139 2984 472 295 20203 13331 721 2973 3946 1708 1156 13796 533 7224
leaf_count=12431 732781 463016 90 18881 2259 5527 113 4472 3926 8276 148 2723 1093 448 272 368 139 2984 472 295 20203 13331 721 2973 3946 1708 1156 13796 533 7224
internal_value=-2.28064e-06 5.5612e-05 0.000287295 -0.000118393 0.000554375 0.000622441 2.88033e-05 0.000873977 -0.00123224 0.000690431 0.00730154 -0.00137065 -0.00260299 0.000572786 0.000727417 0.00262886 0.00344312 0.000227738 0.00685965 -0.000431758 -0.000938509 0.000718638 0.000886111 0.000555439 0.000777569 0.00206689 0.000670401 0.00120376 -0.00134536 -6.89997e-05
internal_weight=1.3263e+06 593524 130508 51810 78698 76439 22760 53679 7832 14928 261 7742 3816 14667 14219 2959 2591 11260 744 39379 20498 49207 43680 30349 27376 1847 26655 15485 1689 11170
internal_count=1326305 593524 130508 51810 78698 76439 22760 53679 7832 14928 261 7742 3816 14667 14219 2959 2591 11260 744 39379 20498 49207 43680 30349 27376 1847 26655 15485 1689 11170
cat_boundaries=0 1 2 3
cat_threshold=3348 2468 64
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=31
num_cat=1
split_feature=67 12 32 116 96 136 127 93 43 76 31 26 6 94 31 116 86 29 31 4 61 22 4 64 60 64 12 29 17 23
split_gain=1.34638 6.13179 4.38882 3.76098 3.89454 3.50289 3.91986 4.55074 3.88546 3.07977 3.24721 3.40993 3.62204 3.07748 3.06989 3.01165 2.91018 3.18278 3.56995 3.87512 3.34969 3.07559 2.84041 2.83836 2.8137 2.63355 6.53088 4.10477 3.12318 3.13539
threshold=12.175000190734865 1.9650000333786013 4.1499998569488534 0.19936034083366397 0.10783290490508081 0 -0.30069434642791742 -0.53727588057517994 8.6500000953674334 13.34500026702881 1010.4500122070314 273.50000000000006 2.0499999523162846 -0.35673591494560236 1013.0499877929689 0.96811076998710643 0.88120523095130932 1015.2500000000001 1009.8500061035157 3.6499999761581425 0.68806377053260814 7.2449998855590829 3.4500000476837163 8.5650000572204608 0.52643096446990978 6.4649999141693124 2.6450001001358037 1020.9500122070314 18.219999313354496 5.6050000190734872
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=25 2 -2 24 -5 8 22 16 9 10 11 12 13 -4 -6 -10 17 18 -8 20 -20 -19 -7 -14 -3 -1 27 28 29 -27
right_child=1 3 5 4 14 6 7 -9 15 -11 -12 -13 23 -15 -16 -17 -18 21 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.7803064846285894e-06 -0.0039117790693186287 -0.0013054859080606608 0.0090632276232576088 0.00012463971285131754 0.026985230078191865 0.0010726560967429016 -0.00074948368052823913 -0.00057739116394605054 -0.002162313965783006 -0.0033357943046363895 0.00096431401085170221 0.0020213590015214235 0.01630236873911186 0.035026959620416166 0.0044439451705495063 0.016913061092297236 0.0002317749626928507 -0.0025966670392651397 -0.0030722574984721274 -0.0057494779473918119 0.0041506467991793113 0.00017377874766367444 -0.0006273472177889067 -9.2258205228118283e-05 -0.00021333383524519607 -0.00036044269132404325 -0.00047197607055786341 -0.00033873002477422957 -0.0023976918026352039 0.00067067259137143466
leaf_weight=945150 968 7330 21 159342 23 4810 1167 26215 1410 384 5509 257 44 25 44 21 1450 1951 1483 1578 180 2059 5023 66 30171 8132 26177 15480 893 78942
leaf_count=945150 968 7330 21 159342 23 4810 1167 26215 1410 384 5509 257 44 25 44 21 1450 1951 1483 1578 180 2059 5023 66 30171 8132 26177 15480 893 78942
internal_value=-2.16599e-06 -0.000106301 -0.00057503 2.37206e-05 0.000129707 -0.000514829 -0.000680586 -0.000921899 0.000469147 0.00100352 0.00128489 0.00556103 0.0113924 0.023174 0.012182 -0.00188238 -0.00183711 -0.00219347 -0.00312077 -0.00397461 -0.00229046 -0.00117414 0.000204242 0.00646559 -0.000426807 2.22048e-05 0.000233549 0.00041208 0.000544204 0.000574375
internal_weight=1.3263e+06 251531 54621 196910 159409 53653 45916 36083 7737 6306 5922 413 156 46 67 1431 9868 8418 4408 3241 1663 4010 9833 110 37501 1.07477e+06 129624 103447 87967 87074
internal_count=1326305 251531 54621 196910 159409 53653 45916 36083 7737 6306 5922 413 156 46 67 1431 9868 8418 4408 3241 1663 4010 9833 110 37501 1074774 129624 103447 87967 87074
cat_boundaries=0 1
cat_threshold=2100
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=31
num_cat=1
split_feature=120 83 4 136 37 114 56 58 102 89 33 61 108 39 127 7 68 6 100 74 4 32 94 67 82 80 100 126 15 7
split_gain=1.4998 5.33968 3.47955 3.59343 7.32831 3.82838 3.41885 3.07381 3.18657 2.89104 2.94367 3.77836 2.96256 2.46606 3.5169 2.73966 2.42072 2.28906 3.23528 4.20846 2.24031 3.59521 2.19408 2.14451 2.0841 2.35618 2.02452 3.07438 2.43294 2.37299
threshold=0.33379416167736059 276.80273437500006 5.5499999523162851 0 17.94999980926514 -0.87878364324569691 237.54310607910159 233.98120117187503 0.94078812003135692 -0.98089727759361256 13.84999990463257 0.61638593673706066 0.24781949073076251 18.349999427795414 0.2503704726696015 3.4500000476837163 304.16220092773443 1.2500000000000002 0.72554919123649608 0.74317410588264476 0.84999999403953563 9.1500000953674334 0.25738769769668585 0.44499999284744268 334.84997558593756 316.70428466796881 -0.46728609502315516 -0.9099266231060027 0.63499999046325695 4.1499998569488534
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 13 16 17 -9 10 20 -12 -13 15 -15 -6 -4 18 -5 -20 21 -3 -14 -7 -19 -26 27 -11 -29 -28
right_child=1 2 6 7 5 23 -8 8 -10 26 11 12 22 14 -16 -17 -18 24 19 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=1.9685019494309797e-05 1.6487557543251032e-05 0.022476550823609748 -0.0025275860916348209 -0.00046910719326017112 0.007297608898631458 -0.012559777015650815 -0.0010010491425624607 -0.00048729102771913015 0.014612425587006978 -0.0094155523892029795 0.0013866354473604178 0.0010315947217594196 0.015746796808739687 0.014721600396411592 -0.0011864615727972705 0.027481919825077056 -0.00715384855361113 -0.0023387512914991556 0.021174166871734512 -0.0013450804055624066 -1.9137116253316845e-05 0.0026833021339564399 0.0035859799590053074 0.0036463579237000368 0.015516946820010034 -0.0015422473394816432 0.00041807030043805371 -0.011624254922692975 -0.00066104073378963181 -0.00093722975889036898
leaf_weight=1110265 163153 28 1267 1068 29 22 6534 20477 35 137 426 82 136 76 64 40 364 4878 41 42 1708 127 51 283 35 48 8083 54 805 5379
leaf_count=1110265 163153 28 1267 1068 29 22 6534 20477 35 137 426 82 136 76 64 40 364 4878 41 42 1708 127 51 283 35 48 8083 54 805 5379
internal_value=-3.74323e-06 -0.000124462 -0.000564004 -0.000388658 0.000167316 0.00604945 -0.00151222 -0.000754507 -0.000461526 -1.02663e-05 0.00153916 0.00431618 0.00895554 0.0112623 0.00744934 0.0189987 -0.00356006 -0.00173899 0.000269888 0.00977889 0.000503187 0.00625886 0.0124302 0.00247739 -0.00220507 0.00565139 -0.000284401 -0.00245962 -0.00135023 -0.000123466
internal_weight=1.32574e+06 215472 52319 44154 17530 514 8165 26624 20512 17016 2558 695 269 209 140 69 1631 6112 1151 83 1863 155 187 305 4961 83 14458 996 859 13462
internal_count=1325737 215472 52319 44154 17530 514 8165 26624 20512 17016 2558 695 269 209 140 69 1631 6112 1151 83 1863 155 187 305 4961 83 14458 996 859 13462
cat_boundaries=0 1
cat_threshold=820
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=31
num_cat=0
split_feature=12 104 124 53 13 37 54 5 104 100 73 24 89 108 31 42 18 52 127 41 84 11 91 63 29 58 99 122 99 5
split_gain=1.42312 4.08233 2.72765 2.32983 2.57394 3.38087 3.51935 2.28368 2.14025 2.07077 2.13991 2.07722 2.0202 1.90544 1.87864 5.0853 1.85067 2.21755 1.8112 3.51639 2.5633 5.07998 2.32653 2.29646 2.16726 1.95936 1.76963 1.77057 1.68344 2.22039
threshold=0.60500001907348644 -0.94105383753776539 -0.46173103153705591 0.10500000044703485 0.50499999523162853 16.750000000000004 0.064999999478459372 4.5499999523162851 -0.99861764907836903 -0.9739752709865569 0.33348469436168676 330.50000000000006 -0.98400068283081044 -0.99404036998748768 1024.7500000000002 4.4500000476837167 4.6550002098083505 0.22500000149011615 -0.26722820103168482 15.650000095367433 0.74552941322326671 5.3500001430511483 -0.30719983577728266 0.21984983980655673 1012.3500061035157 169.56410980224612 -0.9784155786037444 0.76037701964378368 -0.52548816800117482 2.0499999523162846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 7 -7 -4 -6 28 12 14 -11 -3 18 -16 17 -1 19 20 21 23 25 -12 -25 -20 27 -18 -5 -30
right_child=-2 13 3 9 8 6 -8 -9 -10 10 11 -13 -14 -15 15 -17 26 -19 22 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0046642817927931906 2.0585087100190137e-06 0.014093721253448167 -0.0042720304691370153 -0.00053286760583718762 0.006235481323569679 0.028808784360686943 0.004589816626782219 0.011750257768269096 -0.0028275406324408123 0.0041341312453150756 0.015675641285876434 0.014672278081998232 -0.0065843082252815674 -9.873553930003966e-06 -0.0032294944976456463 0.027780883666127923 -0.003096161453680496 0.012441085180681613 -0.0085259143666354658 0.020392853389715866 -0.0029832604055546955 0.021916035606409423 -0.0067704677168391042 0.011894435762998559 -0.0022073313946344166 -0.001068552281286583 -0.0063446096985020593 0.0083390173459376559 0.02297499645289711 0.0035205519570312887
leaf_weight=40 1310345 24 61 89 89 30 30 35 243 50 24 20 364 11129 39 20 310 36 97 21 406 32 296 31 225 958 589 38 22 44
leaf_count=40 1310345 24 61 89 89 30 30 35 243 50 24 20 364 11129 39 20 310 36 97 21 406 32 296 31 225 958 589 38 22 44
internal_value=-3.55607e-06 -0.000481534 -0.00180234 -0.00109161 0.00209117 0.00738861 0.0166993 0.00156943 -0.000397996 -0.00165889 -0.00199573 -0.00136698 -0.00528981 2.04758e-05 -0.00151625 0.0072825 -0.00406574 0.00343826 -0.00176464 0.000225511 -0.000364342 0.00304361 -0.00285325 0.000886762 -0.000499696 -0.00175421 -0.00467439 -0.00184749 0.00395438 0.0100054
internal_weight=1.32574e+06 15392 4239 3226 488 156 60 96 332 2738 2583 2169 414 11153 2149 59 1013 76 2090 739 718 312 1351 280 256 1055 937 348 155 66
internal_count=1325737 15392 4239 3226 488 156 60 96 332 2738 2583 2169 414 11153 2149 59 1013 76 2090 739 718 312 1351 280 256 1055 937 348 155 66
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=31
num_cat=2
split_feature=120 83 4 136 37 56 28 30 104 36 88 75 101 53 93 92 56 92 37 114 91 62 5 136 70 84 15 24 37 15
split_gain=1.35233 4.81581 3.14333 3.26547 6.42107 3.86374 3.5427 5.35979 3.37269 4.47865 4.91792 3.26402 4.24836 5.1402 3.16902 3.15846 3.08583 2.94891 3.13291 2.94269 2.83008 3.25306 2.80371 3.14611 4.58109 2.89739 2.7681 2.70075 2.64915 2.64343
threshold=0.33379416167736059 276.80273437500006 5.5499999523162851 0 17.94999980926514 220.67987823486331 1019.3500061035157 1012.5499877929689 -0.97731798887252797 13.650000095367433 -0.97903597354888905 0.33484235405921942 0.49127559363842016 1.4450000524520876 -0.67221254110336293 0.016780613921582702 233.24258422851565 -0.97451093792915333 12.150000095367433 -0.96359375119209278 -0.94165757298469532 0.68165370821952831 2.1499999761581425 1 266.72500610351568 0.80396908521652233 1.0850000381469729 173.50000000000003 10.750000000000002 3.0849999189376835
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=-1 -2 3 4 8 22 7 15 14 17 29 12 -7 -14 28 -6 -4 18 -10 -9 21 -12 23 24 -5 -25 -8 -26 -3 -11
right_child=1 2 16 5 6 11 26 19 9 10 20 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=1.8868421747056728e-05 1.5848047501153006e-05 0.0060426210882142187 -0.0034756455279883027 -0.0043171269075885548 0.0084483388093822467 0.0018357447306824759 0.0062212060782171437 0.009359360690854612 0.0079552674678293762 0.0049970946417228386 0.0016728932453231749 -0.0004436855571771469 0.030547634558752181 -0.0008481000126762824 -0.00051390900497356952 0.028910246668826967 -0.00097328811884341698 -0.00085582975943412031 -2.2071191361026159e-05 -0.0031859738059574743 0.00026072624602810709 0.0087683723538830739 -0.0029029128368551829 -0.00010046157659236799 0.018260710008442402 -0.0056633092545988846 0.031329297298646495 0.0016713754699495056 -0.0059960706853087933 0.02345972564071417
leaf_weight=1110265 163153 50 1512 368 185 187 21 61 202 633 632 25036 32 22 1292 21 6653 5470 315 200 3415 217 2942 449 25 489 23 1316 531 20
leaf_count=1110265 163153 50 1512 368 185 187 21 61 202 633 632 25036 32 22 1292 21 6653 5470 315 200 3415 217 2942 449 25 489 23 1316 531 20
internal_value=-3.37827e-06 -0.000118009 -0.000535433 -0.000368774 0.000286555 -0.000650779 0.00578279 0.00450489 6.69649e-05 0.000403647 0.00152181 -0.00038794 0.00540311 0.0177568 -0.00189309 0.0105343 -0.00143668 -0.000514678 0.0030948 -0.000253922 0.000902998 0.00348646 -0.00184067 -0.000660038 0.000620911 -0.00296885 0.0193459 0.00198065 -0.00496004 0.00556257
internal_weight=1.32574e+06 215472 52319 44154 13288 30866 511 467 12777 10904 4917 25277 241 54 1873 206 8165 5987 517 261 4264 849 5589 2647 1709 938 44 1341 581 653
internal_count=1325737 215472 52319 44154 13288 30866 511 467 12777 10904 4917 25277 241 54 1873 206 8165 5987 517 261 4264 849 5589 2647 1709 938 44 1341 581 653
cat_boundaries=0 1 2
cat_threshold=804 131
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=31
num_cat=0
split_feature=18 72 55 16 107 37 52 110 65 74 102 8 126 111 29 111 30 94 55 32 120 53 123 31 28 19 124 24 22 3
split_gain=1.35159 4.99387 4.74862 3.48669 3.29516 5.6526 4.39239 4.37974 4.27797 4.54633 3.42049 3.19466 3.16381 3.16096 3.01352 3.5844 5.60703 3.63209 4.2291 3.41578 4.32447 3.86479 3.7189 3.55792 3.5428 3.42736 3.30574 3.65879 3.22911 3.21426
threshold=6.9049999713897714 0.4990572482347489 1.0000000180025095e-35 5.4100000858306894 -0.93914183974266041 13.650000095367433 0.10500000044703485 0.21447344869375232 2.6650000810623173 0.59651413559913646 0.27831912040710455 4.8500001430511483 0.98321744799613964 0.32932117581367498 1015.5499877929689 1.0000000180025095e-35 1018.0499877929689 -0.35673591494560236 0.42499999701976782 17.550000190734867 -0.41467745602130884 0.99500000476837169 0.8140845298767091 1007.7500000000001 1008.2500000000001 5.1300001144409189 0.62249094247818004 170.50000000000003 4.7750000953674325 254.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 13 7 8 9 -7 14 -5 -12 -1 19 16 -16 18 -18 23 21 -21 25 24 -8 -22 -25 -28 -17 -20
right_child=-2 2 -4 11 -6 6 10 -9 -10 -11 12 -13 -14 -15 15 28 17 -19 29 20 22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0032574996421577194 1.2667598611103585e-05 -0.0079421820943072173 -0.00056551425155492287 -0.0051939490040838372 -7.8812318272283437e-05 0.0049450833496409051 0.001101481958758086 -0.0045658835851722151 0.0272844550292939 -0.0034116484397828904 0.0039200129200181793 -0.0006352942553659556 0.024236157387495044 0.012735305085516303 -0.0069766773587083544 0.0077077309038069046 0.022977863531559707 -0.0042277534023477618 -0.0085453407348770848 -0.0069732802871511484 0.019736465554684404 2.6847468859033428e-05 0.023674417808651926 0.00073789561587844549 0.024517101041440455 0.00074537931156620416 -0.014142092048966029 0.0057714301533437562 -0.001037633296707202 0.010664707539128323
leaf_weight=896 1206419 312 26100 584 82963 1471 30 152 20 183 458 1124 20 32 505 146 35 110 38 379 25 411 20 1742 35 478 24 593 381 51
leaf_count=896 1206419 312 26100 584 82963 1471 30 152 20 183 458 1124 20 32 505 146 35 110 38 379 25 411 20 1742 35 478 24 593 381 51
internal_value=-3.20935e-06 -0.000163741 -0.000746274 -0.00308183 1.58779e-05 0.000969828 0.00143667 0.00356055 0.00429843 0.00402049 0.000729094 -0.00219399 0.00477006 -0.00270602 0.000343009 -0.00176531 -0.00401201 0.00238611 0.00825324 0.00105725 -0.000996685 -0.00333144 0.00253 0.0021698 0.0137099 0.00168927 0.00185183 0.00499684 0.00138518 0.00246266
internal_weight=1.32574e+06 119318 28120 2020 91198 8235 7307 1826 1674 1654 5481 1708 478 928 5003 1266 739 234 124 3737 1313 790 523 2424 65 503 2359 617 527 89
internal_count=1325737 119318 28120 2020 91198 8235 7307 1826 1674 1654 5481 1708 478 928 5003 1266 739 234 124 3737 1313 790 523 2424 65 503 2359 617 527 89
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=31
num_cat=1
split_feature=71 34 5 15 23 93 28 33 34 28 86 110 70 136 124 87 127 34 88 34 76 35 125 125 98 31 94 123 32 31
split_gain=1.32009 2.40993 3.06132 2.26862 2.93353 4.51829 3.24749 2.85673 2.71578 4.1777 3.06511 3.11211 2.82954 2.64504 3.46341 3.75206 3.38016 3.81165 3.6081 4.4724 2.80532 3.05892 2.6426 2.63166 3.38092 3.09445 3.23204 3.07545 4.54009 3.59552
threshold=321.33351135253912 4.1499998569488534 7.7500000000000009 4.0150001049041757 7.7850000858306894 -0.086502633988857255 1029.2500000000002 15.050000190734865 11.150000095367433 1021.6499938964845 0.79436376690864574 0.86695295572280895 301.64782714843756 0 0.86159634590148937 0.87997913360595714 0.99901017546653759 11.34999990463257 -0.020802277140319344 12.250000000000002 40.82500076293946 10.949999809265138 -0.53727915883064259 -0.95878320932388295 -0.69843363761901844 1014.8500061035157 0.20272962749004367 -0.39873388409614557 14.449999809265138 1013.1499938964845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 13 8 -6 10 22 12 -12 16 -15 20 23 -18 19 -19 -16 -22 -10 24 -3 -26 -27 29 -29 -25
right_child=1 3 -4 -5 5 -7 -8 -9 9 -11 11 -13 -14 14 15 -17 17 18 -20 -21 21 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=-1.0959942947792835e-05 0.0008707867813758229 -0.00037249433039485992 0.011626512868679129 -0.0014364196556963579 -0.00099349679797489793 0.00063201198126819911 0.0067667002058325104 0.00013357464081584558 -0.0061982984462132067 0.028209108790463729 0.025105492145355259 -0.0074663023406174034 0.0086626694585476196 -0.0016773406691109175 0.00091576460577828746 -0.0012758793487633823 -0.0038948732062375974 0.032423027465119957 -0.0043594788653232774 0.0089908512820589502 -0.0015984482054288191 0.011038402320778037 0.0061911256029501122 0.0024441942255215543 0.011511847345270422 -0.0087210585095701711 0.011516696570769829 0.00016454059543587378 -0.0031268187377899836 0.0002626055545411701
leaf_weight=1293224 176 231 106 1834 117 2945 186 281 75 23 28 28 399 3865 3370 2430 49 32 24 56 72 143 101 2818 183 47 34 5857 1276 5727
leaf_count=1293224 176 231 106 1834 117 2945 186 281 75 23 28 28 399 3865 3370 2430 49 32 24 56 72 143 101 2818 183 47 34 5857 1276 5727
internal_value=-3.04889e-06 0.000311618 0.00491372 0.000271353 0.000374391 0.00163676 0.000183267 0.00444947 0.00602244 0.00727759 0.00651463 0.00868198 0.00974089 0.000136555 -0.000508977 0.000240922 0.000527008 0.00773632 0.012825 0.0175116 0.00126905 0.00680653 0.000911541 0.000455566 0.00404505 0.0079104 -0.000226198 0.000342236 -0.00042424 0.000982058
internal_weight=1.32574e+06 32513 282 32231 30397 3997 26400 1052 771 654 631 455 427 26214 9880 6015 16334 161 112 88 3585 215 176 16173 495 264 81 15678 7133 8545
internal_count=1325737 32513 282 32231 30397 3997 26400 1052 771 654 631 455 427 26214 9880 6015 16334 161 112 88 3585 215 176 16173 495 264 81 15678 7133 8545
cat_boundaries=0 1
cat_threshold=1988
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=31
num_cat=2
split_feature=112 87 4 34 64 92 19 17 134 92 60 76 136 52 85 39 19 39 3 52 24 52 20 136 38 4 32 76 20 57
split_gain=1.38172 3.4135 3.85519 2.65638 2.5392 2.53599 6.76729 5.46231 4.57609 4.04953 4.10791 4.01584 3.99854 3.89051 4.16213 3.93743 3.85584 4.78519 4.72221 5.36439 5.01847 4.89386 6.38796 6.1459 4.66972 5.77385 4.56023 4.06262 3.82663 5.56313
threshold=0.04361772537231446 0.84383845329284679 5.1499998569488534 14.550000190734865 1.8849999904632571 -0.6312175691127776 10.405000209808351 7.4149999618530282 1019.2500000000001 -0.23312067240476606 0.2749179750680924 7.2850000858306894 0 4.8849999904632577 0.65033876895904552 20.349999427795414 14.039999961853029 11.949999809265138 167.50000000000003 18.634999275207523 266.50000000000006 11.404999732971193 7.9849998950958261 1 13.650000095367433 5.2500000000000009 7.7500000000000009 4.5450000762939462 7.6449999809265146 228.89321899414065
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 1 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 7 -1 13 10 11 -7 -13 -9 15 -15 17 -8 20 24 21 23 -23 -18 25 -20 -27 -26 29 -19
right_child=1 2 4 -5 -6 9 16 8 -10 -11 -12 12 -14 14 -16 -17 18 28 19 -21 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.00064463828033846761 0.00011532264507558357 0.0047514314580725282 0.0023750404035414452 0.0013918313699365871 -0.00097593218697232227 1.1640550318779909e-05 0.00046360042954185049 0.0001251520142419133 -0.0069817969972516677 -1.0226535832746859e-05 0.0002315910482328826 0.0055280658556498257 0.0016478633740089049 0.0043136637305423572 0.00087039743981379581 0.021117463221430387 -0.0043877525042983262 -0.0017706013478157841 0.00053244228276808547 -0.0033924397529385567 0.0010918188727637467 0.004753513469214086 -0.0022997590933432964 -0.0011014821717501033 0.00019041785344630651 0.0062928017030918415 -0.00272467768450534 0.0017473216591386972 -0.00017798594800806785 -0.00024440084368586935
leaf_weight=20444 35613 1114 857 1247 1661 3355 6113 66456 217 1018875 74444 772 4688 422 14408 38 2190 20611 4094 992 2081 625 660 4093 10756 147 3032 6864 9625 8406
leaf_count=20444 35613 1114 857 1247 1661 3355 6113 66456 217 1018875 74444 772 4688 422 14408 38 2190 20611 4094 992 2081 625 660 4093 10756 147 3032 6864 9625 8406
internal_value=-2.33471e-06 0.000285244 0.00152554 0.002977 0.00016457 -1.14008e-05 -0.000184162 8.61556e-05 0.000269381 1.71709e-05 0.000352445 0.00137308 0.00220964 0.000288729 0.00101988 0.0057018 -0.000527527 -0.000836274 -0.000138661 0.000213254 -0.00108273 -0.00168067 0.00113082 -0.00225568 0.000356943 -0.000708973 -0.0023077 0.000796921 -0.00104191 -0.00132847
internal_weight=1.3249e+06 40492 4879 2361 2518 1.28441e+06 182274 101985 81541 1.10213e+06 83259 8815 5460 81324 14868 460 80289 44755 35534 25885 9649 7568 1285 6283 24893 7273 3179 17620 38642 29017
internal_count=1324900 40492 4879 2361 2518 1284408 182274 101985 81541 1102134 83259 8815 5460 81324 14868 460 80289 44755 35534 25885 9649 7568 1285 6283 24893 7273 3179 17620 38642 29017
cat_boundaries=0 1 2
cat_threshold=2050 1283
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=31
num_cat=0
split_feature=1 86 8 89 113 56 6 64 5 73 20 87 28 119 85 87 21 35 102 83 38 73 38 99 9 69 87 34 41 0
split_gain=1.36631 3.42145 3.37223 2.7423 2.76509 2.7059 2.80818 2.74717 2.51114 2.81351 3.89139 2.7728 2.68316 2.48765 2.40157 4.01881 2.35089 2.78454 2.49369 2.47527 2.76501 2.29559 2.31515 2.29046 2.5691 4.0097 2.25838 2.22168 2.66795 3.02708
threshold=330.50000000000006 0.81993958353996288 13.150000095367433 0.80001214146614086 0.39873388409614569 331.00207519531256 10.84999990463257 0.66500002145767223 9.4499998092651385 0.75627994537353527 5.3849999904632577 0.82089462876319896 1018.0499877929689 0.76037701964378368 0.81338539719581615 0.8495287597179414 7.3150000572204599 10.650000095367433 -0.22926601767539975 341.78637695312506 10.050000190734865 0.57177037000656139 9.4499998092651385 -0.30696399509906763 15.750000000000002 307.70216369628912 0.87809342145919811 16.44999980926514 15.150000095367433 332.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 27 7 -7 14 10 -10 -12 -13 -6 15 -9 17 19 -19 -4 -21 -16 -23 -20 -25 -26 -27 -3 -29 -30
right_child=1 2 16 -5 13 6 -8 8 9 -11 11 12 -14 -15 21 -17 -18 18 23 20 -22 22 -24 24 25 26 -28 28 29 -31
leaf_value=1.9236298730780716e-05 2.096667482233638e-05 -0.00052673826684344362 2.6297917897344296e-05 -0.0040125968257320654 0.0036506814857085166 0.013844442956149578 -0.0032778092342833024 0.014760691351423572 -0.0035662415251135823 0.0019113688940359725 0.033651847292203461 0.0046585561818487586 0.025096479727206036 0.022197584710305647 -0.0065451494028043542 -0.0068639811789316515 -0.0013249309499633669 -0.0080344578813916698 0.0014373732749608475 -0.010120185303985495 0.0020567466869267754 0.016935311850499023 0.00049977499541714382 0.0031110349089073278 0.032756353002041577 0.00077382880469991104 0.0200336788173603 -0.0023590416257880473 0.00010995348661087685 0.01290900041108373
leaf_weight=1124203 135405 50912 2599 570 130 50 265 70 30 168 20 42 26 21 117 31 1489 66 4172 129 73 22 822 244 20 45 23 2851 227 58
leaf_count=1124203 135405 50912 2599 570 130 50 265 70 30 168 20 42 26 21 117 31 1489 66 4172 129 73 22 822 244 20 45 23 2851 227 58
internal_value=-2.21734e-06 -0.00012239 -0.000419688 -0.000562069 -0.000526861 -0.000545175 0.00144137 0.00233593 0.00190905 0.00606758 0.0119849 0.0172864 0.0124731 0.00623005 0.000789147 0.00812342 0.000487182 0.000853242 0.00161406 -0.00038808 -0.00571961 1.83241e-05 0.000928189 0.00175545 0.00575246 0.0130764 0.00728819 -0.000606299 -0.00189794 0.00271467
internal_weight=1.3249e+06 200697 65292 56432 55862 55711 1663 1398 1348 286 118 88 68 151 1062 101 8860 7371 4570 2801 202 961 844 4504 332 88 68 54048 3136 285
internal_count=1324900 200697 65292 56432 55862 55711 1663 1398 1348 286 118 88 68 151 1062 101 8860 7371 4570 2801 202 961 844 4504 332 88 68 54048 3136 285
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=31
num_cat=0
split_feature=107 23 15 109 3 18 62 121 112 77 115 65 5 31 110 101 123 67 122 72 127 17 128 57 127 30 101 106 82 92
split_gain=1.3331 2.35851 2.07148 4.18083 1.84949 1.40075 1.71412 1.36834 1.36131 2.90816 3.28282 2.7546 2.97079 2.9208 5.75187 2.79287 3.70065 2.49378 2.53067 2.39413 2.34149 3.11019 2.25467 2.20882 2.61301 2.15793 2.47014 2.57684 2.14063 2.07992
threshold=0.70909759402275097 4.0350000858306894 0.85500001907348644 0.55153915286064159 329.50000000000006 11.775000095367433 0.37866535782814031 0.87032255530357372 0.11319890245795251 1.7450000047683718 -0.80382624268531788 0.7150000035762788 3.5499999523162846 1012.1499938964845 0.9944671392440797 -0.94294232130050648 -0.90255093574523915 2.2050000429153447 0.11319890245795251 0.59413921833038341 -0.96359375119209278 6.9049999713897714 313.50000000000006 134.12506103515628 0.66259482502937328 1010.9500122070314 0.42138423025608068 -0.7002069056034087 256.11300659179693 -0.6312175691127776
decision_type=2 2 2 2 2 2 2 2 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 7 3 5 -4 -3 -7 -2 29 19 17 25 -13 14 20 16 -15 18 -11 -10 21 -14 -19 -22 -25 28 27 -27 -12 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 10 11 12 13 15 -16 -17 -18 22 -20 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00016312907484615201 -0.0022826263800795588 -0.0050134937454647619 -0.0014760417072940525 0.02588291559368372 0.010646078221907374 0.014204125030835927 0.00064137768536425401 -0.011941622246046212 4.4885168148096204e-05 0.002918699223125207 0.024977807079752289 0.0024483483609121785 0.027849848866462707 0.0060357219651746936 0.026552513435482979 0.00039335478723997465 -0.0050170064700527234 -0.0014947453353052187 -0.0017611845132411705 -0.0036233051396537944 -0.012792740538358117 0.0038935519799235319 0.015369681417942047 0.00067057742334341057 0.0079514924216312396 0.0043260856951395235 0.012525660987012089 -0.0045705009269572444 0.0069251728512776589 1.7957303714106976e-05
leaf_weight=185116 70 53 1884 20 32 34 74 77 19880 893 24 3044 20 89 25 2836 508 2189 427 455 26 42 20 670 151 362 68 105 52 1105654
leaf_count=185116 70 53 1884 20 32 34 74 77 19880 893 24 3044 20 89 25 2836 508 2189 427 455 26 42 20 670 151 362 68 105 52 1105654
internal_value=-2.10647e-06 -0.00121976 -0.000790578 0.00432235 -0.00127358 0.00164402 0.00491113 -0.0073421 -4.0628e-08 0.000322696 0.000956262 0.00151534 0.0012493 0.000413507 0.0028926 -0.000260969 -0.00336928 -0.000314602 0.00140483 -3.71914e-05 0.00224189 0.0116214 -0.00134206 0.00155531 0.0020097 0.00474216 0.00362222 0.00232578 0.012626 -8.01323e-06
internal_weight=1.3249e+06 2244 2097 181 1916 161 108 147 1.32266e+06 31886 11551 8022 7411 4367 934 3433 597 3529 1320 20335 909 62 2209 847 821 611 535 467 76 1.29077e+06
internal_count=1324900 2244 2097 181 1916 161 108 147 1322656 31886 11551 8022 7411 4367 934 3433 597 3529 1320 20335 909 62 2209 847 821 611 535 467 76 1290770
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=31
num_cat=1
split_feature=67 64 79 107 77 23 12 55 64 75 61 72 136 54 97 27 104 101 6 20 30 81 119 79 38 82 86 27 111 39
split_gain=1.29437 5.94946 3.3904 6.49395 5.54217 4.29374 6.36018 4.72522 3.65707 4.20591 3.94722 3.30226 3.5362 3.36137 5.26073 3.29963 3.64117 4.15311 3.83431 3.15222 3.13562 3.09016 3.96705 3.03584 3.29555 3.37133 3.03457 3.02046 2.82878 2.76439
threshold=13.744999885559084 13.215000152587892 22.515000343322757 -0.666308432817459 27.685000419616703 5.9849998950958261 2.8649998903274541 0.66500002145767223 6.4649999141693124 0.83535394072532665 0.41107186675071722 0.72080975770950328 0 4.1050000190734872 -0.87831333279609669 334.50000000000006 -0.7307092249393462 0.1702489256858826 1.9499999880790713 4.9949998855590829 1014.7500000000001 326.01412963867193 0.94260558485984813 6.5650000572204599 18.849999427795414 319.46444702148443 0.56625977158546459 197.50000000000003 0.52010706067085277 18.050000190734867
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=2 -2 4 5 8 28 7 -7 9 -1 -11 12 13 14 -10 19 18 21 20 -5 -17 -18 -23 24 25 -15 -26 -16 29 -4
right_child=1 -3 3 15 -6 6 -8 -9 11 10 -12 -13 -14 23 27 16 17 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-2.6132102920632034e-06 -0.00060909156204041104 2.0099885811824067e-05 -0.0011977502677149327 -0.0043525093928158216 -0.0010338678244465472 0.0067610954091975725 -0.00060245688719085932 0.0023023067495223002 0.0037046719500874827 -0.002217878140382538 -0.00039540613108493008 0.00012008746504530686 0.0001737219593731753 0.00072651850088456191 -0.0055715394002141157 0.0082192525262309423 -4.6424902564681632e-05 0.0004328659974686314 0.0041150986058574148 -0.00030424738284245078 0.035573850758373736 0.018462595702360637 0.00082590167783200752 -0.00025961066703769512 0.024954555872827772 0.0047633047747968746 0.0049342446739138327 0.0010842341339663323 0.00097547243600398814 0.0088039467570332573
leaf_weight=904471 47379 181491 2563 495 12720 664 1794 5652 2897 3744 14391 89522 15355 4918 183 22 85 3810 147 16834 20 88 50 4564 20 578 353 2487 7532 71
leaf_count=904471 47379 181491 2563 495 12720 664 1794 5652 2897 3744 14391 89522 15355 4918 183 22 85 3810 147 16834 20 88 50 4564 20 578 353 2487 7532 71
internal_value=-2.00115e-06 -0.000110151 2.05824e-05 0.000473448 3.50583e-06 0.00116676 0.00202481 0.00277106 1.61514e-05 -1.77298e-05 -0.000771658 0.000274753 0.000716339 0.0012362 0.00222909 -0.000114505 0.00113891 0.000821046 0.0079218 -0.000419885 0.0212453 0.00745317 0.0120725 0.000707584 0.00145972 0.00115106 0.00600772 0.000628052 0.000482245 -0.000928153
internal_weight=1.3249e+06 228870 1.09603e+06 39827 1.0562e+06 18276 8110 6316 1.04348e+06 922606 18135 120877 31355 16000 5567 21551 4222 4033 189 17329 42 223 138 10433 5869 5496 373 2670 10166 2634
internal_count=1324900 228870 1096030 39827 1056203 18276 8110 6316 1043483 922606 18135 120877 31355 16000 5567 21551 4222 4033 189 17329 42 223 138 10433 5869 5496 373 2670 10166 2634
cat_boundaries=0 1
cat_threshold=3972
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=31
num_cat=1
split_feature=107 43 136 32 18 53 58 75 32 82 29 12 120 104 36 38 106 7 8 21 22 74 57 96 7 67 31 18 73 124
split_gain=1.24611 3.22892 5.69442 4.89572 4.47993 3.80207 7.59026 4.06442 4.55419 3.74806 4.18811 3.98373 3.6841 3.11877 3.21453 2.8715 3.34253 3.84907 2.85762 2.89698 2.80439 2.76045 2.69968 2.69137 2.57587 3.25182 2.96959 2.86046 3.3196 3.64586
threshold=-0.99351373314857472 1.6500000357627871 0 16.750000000000004 11.775000095367433 0.10500000044703485 340.44026184082037 0.29955005645751959 14.750000000000002 274.05703735351568 1001.7500000000001 1.7050000429153445 0.99140709638595592 -0.99016788601875294 13.949999809265138 11.949999809265138 -0.99886712431907643 8.8499999046325701 4.2500000000000009 4.6949999332427987 5.4649999141693124 0.48246324062347418 254.89180755615237 -1.0000000180025095e-35 7.0499999523162851 0.7150000035762788 1010.3500061035157 9.5450000762939471 0.34258157014846807 0.31729258596897131
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 6 7 8 -4 10 -3 -11 21 14 15 -9 17 -17 -12 -20 22 -1 -5 -21 27 -26 -27 28 -16 -30
right_child=-2 9 5 20 -6 -7 -8 13 -10 11 18 -13 -14 -15 24 16 -18 -19 19 23 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00062510108973479021 -1.2800864689079825e-05 0.019332982485558696 -0.0056578063932247458 -0.0092836983503394154 0.001380673674200604 8.4791452049912946e-05 0.025877458514878528 0.011395966470064153 0.019742530789226293 0.0020570326228074873 -0.00011334850533457791 -0.0017305507893825977 0.021182888877742431 -5.7005970477721616e-05 0.015295629766889108 0.00026195462522727832 -0.0044876848576931539 0.024605292115699163 -0.0055783363689886692 -0.0014908413709114141 0.00015770988414812162 0.0056858027541168629 0.010221408768557013 0.003462011978383354 -0.0053367185338241306 0.019442905797141381 0.0010197042095150507 -0.0013227596729595394 0.0056832694659901496 -0.0028375970911221592
leaf_weight=348 1261176 26 25 157 2114 36722 32 42 60 2696 7877 935 34 2285 78 62 344 22 414 5760 549 1194 20 288 164 29 89 187 1028 143
leaf_count=348 1261176 26 25 157 2114 36722 32 42 60 2696 7877 935 34 2285 78 62 344 22 414 5760 549 1194 20 288 164 29 89 187 1028 143
internal_value=-1.90103e-06 0.00021382 0.000437097 0.00214162 0.00288492 0.000254314 0.00161112 0.00144076 0.0122718 -0.000353529 -0.000716311 0.00108171 0.00490267 0.00123494 0.00258415 -0.00107995 -0.00230422 0.00663759 -0.000752665 -0.00153197 -0.00160679 0.0045437 -0.00707973 -0.00125499 0.00358656 -0.000782354 0.00554744 0.00444452 0.00530799 0.00464272
internal_weight=1.3249e+06 63724 45728 4416 3690 41312 4590 4558 85 17996 14365 3631 1576 4473 2188 470 428 84 14339 6462 726 1542 177 6048 1718 282 118 1436 1249 1171
internal_count=1324900 63724 45728 4416 3690 41312 4590 4558 85 17996 14365 3631 1576 4473 2188 470 428 84 14339 6462 726 1542 177 6048 1718 282 118 1436 1249 1171
cat_boundaries=0 1
cat_threshold=48
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=31
num_cat=2
split_feature=136 85 15 135 94 31 136 15 7 81 72 120 66 15 127 65 100 80 4 55 67 110 74 35 28 70 41 57 81 4
split_gain=1.35043 2.31409 2.97245 4.94224 3.96883 3.88219 8.16913 4.9651 4.42104 3.74537 2.8903 2.55402 2.37773 3.76044 2.47181 2.40266 2.34731 2.30386 3.31896 3.71775 3.36426 3.23677 2.85952 2.55458 2.24104 2.23133 3.64099 4.69622 3.44455 3.51753
threshold=0 0.89567390084266674 1.825000047683716 1013.2500000000001 -0.2325853034853935 1010.8500061035157 1 2.5649999380111699 2.7500000000000004 315.94447326660162 0.81212562322616588 -0.64942333102226246 2.0349999666213994 1.9650000333786013 -0.19936034083366391 25.265000343322757 0.46378548443317419 322.19697570800787 9.7500000000000018 3.5349999666213994 3.6149998903274541 0.67494109272956859 0.60265481472015392 15.949999809265138 1014.6499938964845 318.95039367675787 10.84999990463257 146.66658782958987 319.82475280761724 9.1500000953674334
decision_type=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 2 2
left_child=1 -1 3 9 12 6 7 8 -6 11 -10 -3 13 -4 -14 17 -13 21 19 -19 23 22 -16 -21 -15 -2 28 -28 -27 -30
right_child=25 2 4 -5 5 -7 -8 -9 10 -11 -12 16 14 24 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-5.5984373936976488e-05 1.6888882333183081e-05 -0.0040967318499396136 0.0033952459002121989 0.0072498934344959361 0.039042584411799912 -0.0011968874484182181 -0.0015926414671495834 0.0008797488940347518 0.0039683902297047496 -6.0112198854314766e-05 0.020567686683650999 0.00013095830992299957 -0.0073590785675486069 -0.0072364294553523547 0.0087316914117388754 -0.0036784390027605699 -0.0033388159452458739 0.0005931476309365423 -0.00094402058011693296 0.0031482817704922388 0.0068605291555225755 -0.00054890731537007148 0.0021237535770327952 0.023170293615354845 0.00058155350161014476 0.00095497901875902136 -0.0040345845374287351 0.0039166370106476231 -0.0006088403033712664 0.00074607702903183883
leaf_weight=265934 1007383 1791 228 155 20 6874 338 70 46 2017 61 1047 76 273 189 192 912 159 189 21 240 1169 1224 66 138 12848 216 1324 12540 7751
leaf_count=265934 1007383 1791 228 155 20 6874 338 70 46 2017 61 1047 76 273 189 192 912 159 189 21 240 1169 1224 66 138 12848 216 1324 12540 7751
internal_value=4.14306e-06 -9.26255e-05 -0.000649645 -0.00156073 -0.000183435 -0.000877586 0.00322499 0.0110126 0.0174648 -0.00179753 0.0134315 -0.00273204 0.00105167 -0.00175458 0.00156037 0.00175692 -0.00148437 0.00207733 0.00467818 0.00686459 0.00991401 0.0013974 0.00300762 0.0183374 -0.00461141 3.04636e-05 0.000424802 0.0028014 0.000314359 -9.12727e-05
internal_weight=1.32549e+06 283429 17495 5922 11573 7409 535 197 127 5767 107 3750 4164 639 3525 3449 1959 3257 675 486 327 2582 1413 87 411 1.04206e+06 34679 1540 33139 20291
internal_count=1325491 283429 17495 5922 11573 7409 535 197 127 5767 107 3750 4164 639 3525 3449 1959 3257 675 486 327 2582 1413 87 411 1042062 34679 1540 33139 20291
cat_boundaries=0 1 2
cat_threshold=5121 1024
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=31
num_cat=0
split_feature=18 89 63 28 112 108 56 60 52 61 52 17 43 36 43 93 55 15 85 23 2 79 28 91 116 63 9 75 72 66
split_gain=1.26794 1.95438 2.96487 2.77398 2.46598 1.93101 1.57928 6.77968 6.21907 5.38986 8.50742 3.89615 6.90326 5.39887 6.52298 3.91659 3.87721 3.84398 3.96928 3.76966 3.54446 4.06623 4.13024 3.41373 3.39402 3.3897 3.34563 5.28377 3.24787 3.67155
threshold=18.219999313354496 -0.12438360601663588 0.54449579119682323 1016.3500061035157 -0.38266885280609125 -0.036854716017842286 228.8271179199219 0.28068998456001287 0.10500000044703485 0.4467706978321076 5.0950000286102304 8.0099999904632586 11.150000095367433 13.550000190734865 12.84999990463257 0.75730150938034069 41.225000381469734 1.9750000238418581 0.89567390084266674 4.0350000858306894 315.50000000000006 23.394999504089359 1018.0499877929689 -0.88229143619537342 0.9170251488685609 0.49632214009761816 2.9500000476837163 0.43239840865135198 0.6888328790664674 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=6 2 3 5 -5 -2 16 11 19 10 -10 12 20 14 15 23 -1 18 -11 -9 24 22 -22 -14 -8 -12 27 -24 -21 -30
right_child=1 -3 -4 4 -6 -7 7 8 9 17 25 -13 13 -15 -16 -17 -18 -19 -20 28 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.5866601887961047e-05 -0.00033193431695165121 0.00011250996417126936 -8.5583282891448856e-05 -0.0010282130795582045 0.0050155506029194745 -0.0037230942629683686 0.0017240762983704227 -0.0034647128362871003 -1.4555552053225404e-05 0.00045216811019335804 -0.0013414339010638264 0.00038105656475533896 -0.0060760784071198738 0.003586566468165422 0.031707270282345851 0.028476635156601499 -0.0025476304824829654 -1.0994511637488897e-05 -0.00052806257025937373 0.0033105859785284904 -0.0017018041371212836 0.0027433799761520947 0.034897501519881191 0.010379835167678736 0.0067459780669647312 -0.00027239697324356885 0.0015713605977927675 0.003550221953859053 -0.00046484577010931917 0.0037177411962326721
leaf_weight=839681 543 10848 6251 2707 180 1850 4947 329 88390 103518 20885 17674 43 704 37 22 1527 192496 11472 2562 2526 1114 20 118 361 11497 638 41 1763 747
leaf_count=839681 543 10848 6251 2707 180 1850 4947 329 88390 103518 20885 17674 43 704 37 22 1527 192496 11472 2562 2526 1114 20 118 361 11497 638 41 1763 747
internal_value=3.93531e-06 -0.000369231 -0.000822437 -0.0016948 -0.000651394 -0.0029536 1.03439e-05 8.46261e-05 3.57389e-05 1.4475e-05 -0.000268557 0.000835215 0.00159454 0.0057231 0.01256 0.00868872 -3.04442e-05 0.000125642 0.000354375 0.0017218 0.0011991 0.000139066 -0.000760533 0.00598478 0.00206562 -0.00096188 0.00264097 0.013828 0.00205823 0.000779932
internal_weight=1.32549e+06 22379 11531 5280 2887 2393 1.30311e+06 461904 433659 428258 120772 28245 10571 924 220 183 841208 307486 114990 5401 9647 4339 3225 161 5308 32382 699 61 5072 2510
internal_count=1325491 22379 11531 5280 2887 2393 1303112 461904 433659 428258 120772 28245 10571 924 220 183 841208 307486 114990 5401 9647 4339 3225 161 5308 32382 699 61 5072 2510
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=31
num_cat=1
split_feature=12 54 91 136 92 56 79 20 85 68 26 28 10 41 28 105 105 5 65 88 93 93 118 22 63 125 20 112 85 38
split_gain=1.20063 2.9965 2.16341 2.61765 2.15647 5.78023 2.2333 1.89285 2.49655 2.68079 2.5234 3.30731 2.49998 1.9064 1.80495 2.5745 1.7548 1.66875 2.98079 2.2926 2.91751 2.47137 2.43567 2.86146 2.24759 1.63384 1.95181 1.6066 2.06542 2.38269
threshold=0.60500001907348644 0.095000002533197417 -0.50923407077789296 0 -0.78379920125007618 211.90459442138675 3.6049998998641972 5.8250000476837167 0.73855602741241466 176.24787902832034 176.50000000000003 1020.5499877929689 3.8500000238418584 15.550000190734865 1016.2500000000001 -0.98355308175086964 0.33889241516590124 3.6499999761581425 1.185000002384186 -0.21044246107339856 -0.86965125799179066 -0.75042417645454396 -0.95878320932388295 5.8250000476837167 0.23664502054452899 0.56638467311859142 5.3650000095367441 -0.9099266231060027 0.56682628393173229 13.84999990463257
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 4 3 14 5 6 -1 8 9 -5 11 -11 25 -9 -3 -16 -6 -4 19 20 -19 -22 -21 24 -24 26 -10 -12 -29 -30
right_child=-2 2 17 7 16 -7 -8 13 12 10 27 -13 -14 -15 15 -17 -18 18 -20 22 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0045693088993745846 8.8836420751948813e-06 -0.0025025604319108548 -0.003941669678076078 -0.013540566091736159 1.8796957034329031e-05 0.02712317168436669 0.014764432199299335 -0.0027424891850290202 -4.4727624549760846e-07 0.004286967494579799 -0.00065270817755824989 0.029911143695062495 -0.0038177094707290051 0.0090621313096822375 0.01804539381444235 0.0034212013528831589 -0.011895507542536625 -0.013005871189560628 0.018064189950625101 0.019347270887175746 0.011601513734256681 -0.0032703587982693566 0.020864016101088213 -0.0074349910549174718 0.00096008247519667087 -0.0059894622715217054 0.0073458368332605028 -0.006053952941232745 -0.0037285242664018788 0.010106801865025206
leaf_weight=59 1310175 106 1162 24 10095 27 20 1500 287 34 225 20 531 35 34 262 31 66 21 22 33 182 23 52 37 69 132 34 39 154
leaf_count=59 1310175 106 1162 24 10095 27 20 1500 287 34 225 20 531 35 34 262 31 66 21 22 33 182 23 52 37 69 132 34 39 154
internal_value=3.73854e-06 -0.000436388 -0.00142855 -0.000730218 5.65891e-05 0.00715118 0.000325309 -0.00122501 4.12715e-06 0.00278745 0.0035619 0.0137774 -0.00144353 -0.00247333 0.00302094 0.00510101 -1.76778e-05 -0.00295194 -0.000314172 -0.00124416 -0.00381047 -0.000987699 0.00413743 0.00114978 0.00858992 0.00113985 0.0023139 0.00234146 0.00530925 0.00731106
internal_weight=1.32549e+06 15316 5084 3486 10232 106 79 3084 1549 530 506 54 1019 1535 402 296 10126 1598 436 415 281 215 134 112 60 488 419 452 227 193
internal_count=1325491 15316 5084 3486 10232 106 79 3084 1549 530 506 54 1019 1535 402 296 10126 1598 436 415 281 215 134 112 60 488 419 452 227 193
cat_boundaries=0 1
cat_threshold=208
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=31
num_cat=1
split_feature=136 75 23 111 55 62 62 55 37 7 72 52 104 26 65 36 31 84 66 89 76 16 23 69 64 12 67 30 112 67
split_gain=1.19469 2.25482 4.05134 3.672 4.72254 4.29481 4.12725 3.56466 3.47223 4.79376 3.93367 3.20918 3.34365 3.43864 3.7153 4.01657 3.96845 5.67867 3.89155 3.40637 3.12226 4.36 4.01616 2.80238 2.75378 3.09327 2.95195 2.74234 2.66012 2.61811
threshold=0 0.6411084532737733 7.6849999427795419 0.026072835549712185 2.304999947547913 0.60237383842468273 0.46506376564502722 0.34499999880790716 17.050000190734867 8.4499998092651385 0.72286668419837963 2.495000004768372 -0.47202001512050623 186.50000000000003 2.4650000333786015 20.44999980926514 1013.6499938964845 0.77000170946121227 7.0750000476837167 -0.37278743088245386 5.9049999713897714 11.120000362396242 5.7850000858306894 266.15188598632818 14.154999732971193 1.5549999475479128 9.3550000190734881 1017.2500000000001 -0.9099266231060027 13.545000076293947
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 3 7 -1 6 11 -5 8 9 -3 -10 -6 13 24 15 -15 17 28 19 -19 21 -9 -22 -7 25 26 27 -13 -16 -24
right_child=-2 2 -4 4 5 23 -8 20 10 -11 -12 12 -14 14 16 -17 -18 18 -20 -21 22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001549240890214447 2.8307905916670468e-05 0.0040468777305932603 7.5136647764738963e-05 -3.7505942715440685e-05 0.0020765007318799792 -0.0027606014562595528 -0.0020265751459308213 -0.002451949816753425 -0.0041011595615634217 -0.0035499935406881327 0.018764620940125879 0.0025597215388992837 -0.0033063543926866584 -0.00021816554255565783 0.011040371538970271 -0.0064965595115306016 0.00033864332916403199 0.0012964143300759799 -0.0011200575153031045 0.0049525321801398743 -0.0017069017773448554 -0.00052088588453758251 0.00015246016049229728 -7.4942550178893046e-05 -0.011039283021206134 0.0053270230247427115 -0.014322921193750768 -0.0024518558380559681 0.0042651982548237511 -0.00063714698035256725
leaf_weight=3633 1042062 617 48284 133298 4226 1319 2660 4924 27 313 62 1678 539 7263 203 264 9934 2410 1148 866 5271 7193 20978 3685 38 721 29 326 506 21014
leaf_count=3633 1042062 617 48284 133298 4226 1319 2660 4924 27 313 62 1678 539 7263 203 264 9934 2410 1148 866 5271 7193 20978 3685 38 721 29 326 506 21014
internal_value=3.55162e-06 -8.74659e-05 -0.000266293 2.37506e-05 5.71477e-05 0.000573713 -7.64218e-05 -0.000539238 0.00239298 0.00149008 0.0118278 0.000798855 0.000590587 0.000673328 0.000468765 -0.000438372 0.000921942 0.00205081 0.00138504 0.0022629 -0.000589557 -0.00130561 -0.000405979 -0.000782853 0.00232874 0.00251319 0.00151527 0.00174446 0.00620506 -0.000242682
internal_weight=1.32549e+06 283429 108683 174746 171113 35155 135958 60399 1019 930 89 30151 25925 25386 22594 7527 15067 5133 4424 3276 59380 12117 47263 5004 2792 2754 2033 2004 709 41992
internal_count=1325491 283429 108683 174746 171113 35155 135958 60399 1019 930 89 30151 25925 25386 22594 7527 15067 5133 4424 3276 59380 12117 47263 5004 2792 2754 2033 2004 709 41992
cat_boundaries=0 1
cat_threshold=5121
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=31
num_cat=4
split_feature=121 92 39 84 126 103 3 55 136 80 39 84 136 111 35 136 20 31 32 118 17 84 65 61 76 1 26 53 136 132
split_gain=1.19504 3.70565 4.97115 4.94843 4.42214 5.74734 4.41642 4.65682 4.71967 5.06499 4.25226 3.9121 3.88316 3.69736 3.91337 3.54921 4.6647 5.08417 4.89109 4.50855 4.45659 6.10984 5.10806 3.94444 3.55602 5.14552 4.08557 3.5262 3.49313 3.19224
threshold=-0.53727915883064259 -0.6954490840435027 20.050000190734867 0.8655976951122285 -0.96359375119209278 0.3420065045356751 1.0000000180025095e-35 15.574999809265138 0 338.79061889648443 15.150000095367433 0.89336028695106517 1 0.68574112653732311 18.750000000000004 2 6.7249999046325692 1021.9500122070314 15.650000095367433 0.8140845298767091 9.5450000762939471 0.69739100337028515 8.3649997711181658 0.4512243270874024 1.544999957084656 17.500000000000004 178.50000000000003 1.735000014305115 3 1016.3500061035157
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=-1 2 3 4 5 -2 7 8 10 -10 29 -11 -8 14 -4 -6 23 18 19 24 21 -20 -23 -17 25 -18 -26 -25 -7 -5
right_child=1 -3 13 6 15 28 12 -9 9 11 -12 -13 -14 -15 -16 16 17 -19 20 -21 -22 22 -24 27 26 -27 -28 -29 -30 -31
leaf_value=5.48312090823791e-05 -0.00087717570685230347 3.2733853389198149e-06 0.0042312039158465681 0.0025682086664600865 -0.00012744014686287569 0.0038433950192705321 -0.0014219830245273241 0.0080034488728290016 -0.0018671252589421345 0.026659972852628146 -0.00026007649947717504 -0.0018886028611589047 0.00022867008710423283 -0.005945096263008637 0.00058313708035997417 -0.0010626033855844351 -0.0080880876774524681 -0.0055712255055315974 0.014701335990558501 0.0030256154556781295 0.00020602431327926727 0.0046950007676721068 -0.0039439114568617954 -0.0049626573744297586 0.0022291750296635974 -0.0015767206496859313 -0.0010599871775699733 -0.0020086767828034128 0.00048708806152162118 -0.0019680690963335182
leaf_weight=609492 3205 623905 1171 4789 15094 1520 5443 232 1806 28 2647 21 10277 156 1975 13445 416 484 115 706 4971 660 231 1226 1028 1121 11569 5741 1595 422
leaf_count=609492 3205 623905 1171 4789 15094 1520 5443 232 1806 28 2647 21 10277 156 1975 13445 416 484 115 706 4971 660 231 1226 1028 1121 11569 5741 1595 422
internal_value=3.37405e-06 -4.04287e-05 -0.000336495 -0.000407336 -0.000645338 0.000609307 0.000178065 0.00100269 0.000835478 -0.00142907 0.00137013 0.0144249 -0.000343622 0.00156844 0.00194102 -0.000784922 -0.00102256 -0.00050521 -0.000387424 -0.000873818 0.00082022 0.00385518 0.00245528 -0.00156294 -0.0010686 -0.00333907 -0.000791569 -0.0025285 0.00213874 0.00220085
internal_weight=1.32549e+06 715999 92094 88792 63127 6320 25665 9945 9713 1855 7858 49 15720 3302 3146 56807 41713 21301 20817 14840 5977 1006 891 20412 14134 1537 12597 6967 3115 5211
internal_count=1325491 715999 92094 88792 63127 6320 25665 9945 9713 1855 7858 49 15720 3302 3146 56807 41713 21301 20817 14840 5977 1006 891 20412 14134 1537 12597 6967 3115 5211
cat_boundaries=0 1 2 3 4
cat_threshold=1601 2131 212 577
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=31
num_cat=1
split_feature=19 65 35 136 28 65 90 117 89 79 37 99 115 72 56 75 64 31 124 87 36 28 65 127 11 4 83 12 81 53
split_gain=1.4334 5.16806 3.53613 3.63565 3.21473 3.17955 2.93405 2.40559 2.93975 2.17992 3.61701 2.83995 2.46375 2.71529 2.18619 2.48359 2.1731 2.80991 2.06763 2.40862 2.05575 5.1547 6.37002 2.89108 2.52612 2.12345 3.28607 2.55783 2.03053 3.55628
threshold=6.9049999713897714 1.544999957084656 15.750000000000002 0 1022.6499938964845 5.6849999427795419 -0.75102779269218434 0.99901017546653759 -0.38322602212429041 7.6050000190734872 18.050000190734867 -0.2607158869504928 -0.99992385506629933 0.59096276760101329 72.038509368896499 0.84169459342956554 23.154999732971195 1013.8500061035157 0.56638467311859142 0.79829388856887828 7.6499998569488534 1022.8500061035157 11.75500011444092 -0.21643137186765668 15.250000000000002 12.949999809265138 336.50177001953131 2.6049998998641972 336.58363342285162 0.74500000476837169
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 16 7 4 -4 -5 -7 9 -9 10 -3 12 13 -11 18 -16 28 -18 -14 -20 21 23 -23 -2 -24 -25 27 -27 -1 -30
right_child=20 2 3 5 -6 6 -8 8 -10 11 -12 -13 14 -15 15 -17 17 -19 19 -21 -22 22 24 25 -26 26 -28 -29 29 -31
leaf_value=-1.1045133488196428e-05 0.013275711228618295 -0.0019540464011030376 -0.0013521016787008198 -0.0062935034852815474 0.018760637233499439 -0.0049324375935915071 0.0050382164588830035 -0.00068945583701133725 0.024686612583519448 0.024689992740750316 0.018394361698830668 0.0029335066219108707 -0.0063875542808398706 0.0021263828553492203 -0.00042958606568589799 0.0058278562924169823 -0.004466188997030259 0.01942447366891429 0.014228830003412442 -0.0018848308892534819 1.957453343683023e-05 0.021243136256218775 -0.0026085947475706539 -0.00089805723321270963 0.017390616709599273 0.016847727126566629 0.021978501517973519 0.0010275758848745508 0.005770433440787006 -0.00070402343262685472
leaf_weight=91512 45 2981 2997 789 20 156 140 25 21 20 22 634 284 40 17768 160 20 32 24 688 1205263 73 75 902 20 28 23 292 413 436
leaf_count=91512 45 2981 2997 789 20 156 140 25 21 20 22 634 284 40 17768 160 20 32 24 688 1205263 73 75 902 20 28 23 292 413 436
internal_value=5.5063e-06 -0.000159917 -0.000771674 -0.00212255 -0.00121475 -0.00459332 -0.000216588 -0.000527208 0.0108953 -0.000550436 -0.00180497 -0.000358399 -0.000468337 0.00964759 -0.00050041 -0.000373741 1.7289e-05 0.0102358 -0.00278046 -0.00134167 2.18443e-05 0.0018982 0.0101364 0.000825313 0.00160177 0.000375298 0.00372389 0.00241184 1.1536e-05 0.00244551
internal_weight=1.3259e+06 119182 26769 4102 3017 1085 296 22667 46 22621 3003 19618 18984 60 18924 17928 92413 52 996 712 1.20672e+06 1458 168 1290 95 1245 343 320 92361 849
internal_count=1325903 119182 26769 4102 3017 1085 296 22667 46 22621 3003 19618 18984 60 18924 17928 92413 52 996 712 1206721 1458 168 1290 95 1245 343 320 92361 849
cat_boundaries=0 1
cat_threshold=7218
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=31
num_cat=1
split_feature=84 91 132 62 15 114 28 73 72 88 110 126 29 15 66 11 58 1 55 27 136 36 85 55 7 79 28 134 69 29
split_gain=1.38231 2.26463 2.0116 1.72126 2.19829 1.80181 1.88521 2.14063 2.0578 1.97079 1.83572 2.00474 1.84039 1.79851 2.07479 1.94956 1.56608 1.73903 1.46095 1.42619 1.35242 3.90754 5.30416 5.18034 4.21299 3.5076 3.34463 3.33825 3.17453 3.15564
threshold=0.9234587848186494 0.45110738277435308 1015.7500000000001 0.3287538886070252 2.2649999856948857 -0.99961927533149708 1014.2500000000001 0.90506854653358471 0.75280782580375682 -0.86963644623756398 0.0093600186519324797 0.64942333102226268 1015.1499938964845 3.0849999189376835 22.695000648498539 10.550000190734865 276.01927185058599 330.50000000000006 1.1649999618530276 313.50000000000006 0 11.34999990463257 0.90150651335716259 4.555000066757203 0.35000000894069677 3.8950001001358037 1016.4500122070314 1015.8500061035157 304.16700744628912 1017.6499938964845
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=20 2 3 4 5 -2 7 -7 10 -9 -8 12 -12 14 15 -6 17 19 -4 -17 21 22 23 24 -1 -25 -24 -26 -29 -27
right_child=1 -3 18 -5 13 6 8 9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 26 25 27 29 -28 28 -30 -31
leaf_value=0.018293808304494428 0.0054387531835924496 -0.0076575401659315593 0.017254836643293785 -0.000281244042605147 -0.0047347905124876313 -0.0065760718235554549 -0.0091927423514425767 -0.0054696020068755995 -0.0049325911617726865 0.015012259712523741 0.023997603850439194 0.00037219548522311654 0.0054214524955023087 -0.0091709322904029653 0.015877198276144488 -0.0013196265859858553 -0.0045276241781386107 0.017352808579321831 0.0023672411947821582 0.010618026622317055 3.4457930427621903e-05 -0.00011968321923366745 0.0058548466727972549 0.020549429310806867 -0.00050688255745679129 0.0013819055075326393 0.025605640122119119 -0.0075493854284286498 0.012615567298862413 0.0059151566558138923
leaf_weight=31 55 114 26 6157 88 535 30 24 193 23 20 117 40 36 27 58 38 31 45 44 1054521 258393 58 29 3354 1069 34 25 89 599
leaf_count=31 55 114 26 6157 88 535 30 24 193 23 20 117 40 36 27 58 38 31 45 44 1054521 258393 58 29 3354 1069 34 25 89 599
internal_value=5.23099e-06 -0.000662704 -0.000557602 -0.000636732 -0.00224728 -0.00336786 -0.0038611 -0.0056773 -0.00121854 0.00455344 0.00224432 0.00418281 0.0116135 0.00136153 0.00268729 0.00131228 0.00442422 0.00698189 0.00781904 0.00382995 9.1331e-06 -9.21446e-05 0.00125333 0.00104262 -5.6852e-05 0.00330959 0.0131541 -0.000220886 0.00819343 0.00300985
internal_weight=1.3259e+06 7701 7587 7516 1359 1037 982 582 400 47 207 177 60 322 286 259 171 133 71 102 1.3182e+06 263681 5288 5196 3499 1697 92 3468 114 1668
internal_count=1325903 7701 7587 7516 1359 1037 982 582 400 47 207 177 60 322 286 259 171 133 71 102 1318202 263681 5288 5196 3499 1697 92 3468 114 1668
cat_boundaries=0 1
cat_threshold=5376
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=31
num_cat=2
split_feature=78 89 37 41 136 126 87 39 91 64 52 68 38 28 136 132 19 87 22 80 131 13 33 54 38 71 67 64 63 28
split_gain=1.38075 2.43103 2.70651 2.36411 2.05904 2.03267 1.5888 1.99338 1.5605 1.43035 2.80959 3.52103 6.60889 3.41856 6.09348 5.01125 4.20294 5.65692 3.38992 3.2745 3.23334 3.14583 2.88341 2.66688 2.5043 2.68067 2.42182 4.11606 2.71137 3.26973
threshold=50.114999771118171 -0.51931273937225331 6.8500001430511483 12.150000095367433 0 -0.98321744799613942 0.92042428255081188 9.0500001907348651 -0.63308382034301747 35.039999008178718 25.625000000000004 164.27188110351565 10.84999990463257 1011.9500122070314 1 1015.4500122070314 10.405000209808351 0.85073456168174755 7.7249999046325692 308.07191467285162 285.50000000000006 3.1750000715255742 11.250000000000002 15.164999961853029 11.050000190734865 317.46450805664068 17.105000495910648 13.97499990463257 0.26254568994045263 1011.4500122070314
decision_type=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 2 2
left_child=9 2 -2 4 -4 -5 -6 -8 -9 26 13 12 -12 14 15 16 18 -18 -11 -15 -20 -19 -23 -24 25 -21 -1 -28 29 -29
right_child=1 -3 3 5 6 -7 7 8 -10 10 11 -13 -14 19 -16 -17 17 21 20 24 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=2.0673586395783148e-05 0.016184058055281638 -0.0024082245915310174 -0.0022216841111869076 0.021970568589908493 -0.0001419025571657665 0.0011318414360284806 0.017616798403672872 0.0046597519081945102 -0.0080681358335603932 0.00065069041842234798 -0.023718796877397433 1.6970897679556021e-06 -0.00060923859157195007 0.00081846648363809692 -0.000253699011223841 -0.00094708312188060612 0.0021433241874883788 0.00493560672700566 0.0044237987856225423 -0.00023390263904042019 0.019951552031813442 0.0017312819739402849 0.014865510394899306 0.0062957322270490411 -0.0010226598334052382 0.0041720951849633743 -0.00070571773058526613 -0.0025379777416307155 -8.2766891641363242e-05 0.0029360009914797549
leaf_weight=1124284 25 1551 1238 22 6305 25 25 142 29 1447 45 39703 99 11169 2859 777 859 521 357 1031 37 79 286 133 5761 519 31467 337 93339 1432
leaf_count=1124284 25 1551 1238 22 6305 25 25 142 29 1447 45 39703 99 11169 2859 777 859 521 357 1031 37 79 286 133 5761 519 31467 337 93339 1432
internal_value=4.96945e-06 -0.0006001 -0.000241068 -0.000293807 -0.000361704 0.0108861 -4.0803e-06 0.00442923 0.00250122 9.27213e-06 0.000236706 -2.66088e-05 -0.00783098 0.000642833 0.00155452 0.00269893 0.00346794 0.00513217 0.00177026 0.000279982 0.00588199 0.00765171 0.0104933 0.0121453 -0.000542659 0.0012414 -2.67029e-06 -0.000210019 -4.60143e-05 0.00189319
internal_weight=1.3259e+06 9362 7811 7786 7739 47 6501 196 171 1.31654e+06 65682 39847 144 25835 7355 4496 3719 1878 1841 18480 394 1019 498 419 7311 1550 1.25086e+06 126575 95108 1769
internal_count=1325903 9362 7811 7786 7739 47 6501 196 171 1316541 65682 39847 144 25835 7355 4496 3719 1878 1841 18480 394 1019 498 419 7311 1550 1250859 126575 95108 1769
cat_boundaries=0 1 2
cat_threshold=4640 4867
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=31
num_cat=0
split_feature=114 79 67 3 52 57 39 35 101 6 34 25 31 11 82 37 71 88 66 14 31 38 72 96 99 82 66 66 54 78
split_gain=1.36495 3.25991 4.34597 2.68802 2.60962 2.60961 2.47593 2.4686 2.81403 3.83102 2.78247 2.50227 2.49506 2.96034 3.47615 2.45858 2.43863 2.44644 2.60299 2.41915 2.36143 2.30617 2.61393 2.59107 2.39111 2.20875 2.09662 2.25526 2.09018 3.04992
threshold=0.04361772537231446 5.4549999237060556 2.7549999952316289 121.50000000000001 0.54500001668930065 223.03283691406253 14.250000000000002 13.750000000000002 0.58071357011795055 8.8499999046325701 16.150000572204593 314.50000000000006 1009.9500122070314 5.1499998569488534 299.55667114257818 14.750000000000002 270.95913696289068 -0.35032427310943598 3.0849999189376835 1.2250000238418581 1014.8500061035157 18.94999980926514 0.48745442926883703 -0.88483929634094227 -0.82378241419792164 320.12947082519537 3.7549999952316289 10.09500026702881 8.9549999237060565 1.3149999976158144
decision_type=2 2 2 2 2 2 2 2 2 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 26 28 -7 12 9 21 11 -10 -5 14 -14 -6 -15 18 -18 -16 -19 22 -9 24 -23 -22 -4 -28 -2 -30
right_child=1 2 4 7 15 6 -8 8 10 -11 -12 -13 13 16 19 -17 17 20 -20 -21 25 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-4.2651454263528056e-06 -0.00012122855123492119 0.00029388209137074357 -0.0023551433836109937 0.013719691331936519 -0.00078223406912410513 -0.00049200931222744091 0.0029033619526308996 0.0073601292040585842 0.010621433913086852 -0.0063988246224429184 0.021733785084763761 -0.010634118532761931 0.0044780733582394363 0.00033911507324111523 0.030797098623588683 0.0018245936947579016 -0.0004455128778442205 -0.00021267806848463344 0.018846722994931044 0.011731281481319812 0.010741857392713428 -0.0011745584153686651 0.00042590405421585523 -0.0055264456078744639 0.020538583255949476 0.027511081875612339 0.012786403876221318 0.0029830897257246154 -0.005989453946690532 0.0029245282299783285
leaf_weight=1285575 29650 723 80 89 2994 835 1504 310 45 138 34 20 88 324 28 1296 139 39 20 41 108 32 242 142 21 24 99 144 106 1013
leaf_count=1285575 29650 723 80 89 2994 835 1504 310 45 138 34 20 88 324 28 1296 139 39 20 41 108 32 242 142 21 24 99 144 106 1013
internal_value=4.72004e-06 0.00029115 0.0012538 0.00288559 0.0003316 8.12211e-05 0.00169125 0.00388019 0.00214926 0.00125496 0.0101437 0.00408126 0.00577266 0.00490055 0.0110661 5.28313e-06 0.00342045 0.00644576 0.00198118 0.0194681 0.010597 0.00266891 0.00432012 -0.00200529 0.00742876 0.0137908 0.00466566 0.00697703 -4.11701e-05 0.00208013
internal_weight=1.3259e+06 40328 7220 2607 4613 33108 2339 1884 984 885 99 65 900 811 157 4290 654 330 159 69 171 747 552 195 53 132 323 243 30769 1119
internal_count=1325903 40328 7220 2607 4613 33108 2339 1884 984 885 99 65 900 811 157 4290 654 330 159 69 171 747 552 195 53 132 323 243 30769 1119
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=31
num_cat=1
split_feature=19 65 35 80 20 55 70 65 5 13 73 33 136 89 3 71 52 83 81 81 123 105 118 83 58 31 120 14 95 64
split_gain=1.30639 4.6527 3.183 3.34343 2.7511 2.61357 2.31388 2.53052 2.93526 3.97729 2.17924 3.31564 2.12427 2.23239 2.48715 2.47335 2.10644 2.06366 2.67425 2.35793 2.01615 2.56461 2.14634 3.23606 2.01127 1.9761 4.02036 1.9746 2.0157 1.96379
threshold=6.9049999713897714 1.544999957084656 15.750000000000002 286.88533020019537 5.305000066757203 3.9650000333786015 333.32685852050787 2.3649998903274541 11.84999990463257 2.5749999284744267 0.46622285246849066 18.150000572204593 0 -0.43503873050212855 270.50000000000006 285.88458251953131 1.0000000180025095e-35 304.61769104003912 306.55773925781256 302.28465270996099 -0.97625884413719166 -0.99496823549270619 -0.21643137186765668 262.66081237792974 262.00032043457037 1018.4500122070314 -0.46173103153705591 2.1350001096725468 -0.016254915855824944 23.154999732971195
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 29 6 4 10 12 16 27 -9 -10 11 24 13 14 15 -5 17 -3 19 -19 21 -18 23 -23 -4 -6 -27 28 -8 -1
right_child=-2 2 3 5 25 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 20 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=9.2293703959958223e-06 2.0081434088859489e-05 -0.0056652746594904359 0.010496584922075274 0.019136138745982731 -0.0015016945811403715 -0.00035671371932059613 0.012554657421316263 0.0034430942389414398 0.032325879082022967 0.0044837445566623382 0.0014824243504172143 -0.00051232636632288209 -0.0060355948227363877 -0.0065136259054482783 -0.0021672537240969331 0.00036390893399081332 -0.0024036868549885625 -0.0010947896633297205 -0.0020757254398911479 0.020638639705542191 -0.00057171726098630366 0.024473648258195868 0.0024015730138328617 0.0036983137866833586 0.031486209561782226 -0.0060628157650353389 0.025640343410195783 -0.012164911064074229 -0.0057443131199654412 0.0097286023486119061
leaf_weight=92361 1206721 393 25 28 1245 637 27 197 23 29 189 34 794 274 768 47 258 24 390 26 20568 29 578 53 21 20 20 38 34 52
leaf_count=92361 1206721 393 25 28 1245 637 27 197 23 29 189 34 794 274 768 47 258 24 390 26 20568 29 578 53 21 20 20 38 34 52
internal_value=4.48404e-06 -0.00015344 -0.000733894 -0.00201555 -0.000187693 -0.00313034 -0.000501955 0.00354372 0.00623218 0.0167985 0.00441035 0.0113276 -0.00405489 -0.00256989 -0.00131855 0.00737221 -0.000565036 -0.003032 -0.000680007 0.0102066 -0.000469393 0.00182321 0.00347554 0.0110457 0.0200788 -0.00115024 0.00978876 -0.00321816 0.00235523 1.46984e-05
internal_weight=1.3259e+06 119182 26769 4102 1554 2548 22667 348 249 52 269 80 1911 1117 843 75 22319 833 440 50 21486 918 660 82 46 1285 40 99 61 92413
internal_count=1325903 119182 26769 4102 1554 2548 22667 348 249 52 269 80 1911 1117 843 75 22319 833 440 50 21486 918 660 82 46 1285 40 99 61 92413
cat_boundaries=0 1
cat_threshold=5282
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=31
num_cat=1
split_feature=102 54 37 65 86 52 73 78 103 37 55 32 136 65 98 72 111 29 31 75 24 41 43 5 76 67 18 104 111 23
split_gain=1.43334 4.92024 8.13883 6.38051 6.0945 5.89306 5.83174 4.71189 4.39976 4.22208 4.01324 3.91685 3.74016 3.68668 3.77694 3.40556 4.44526 3.37885 5.35555 4.66086 3.35642 3.35289 4.82057 3.33636 3.5603 4.0604 3.95627 3.33363 3.31106 3.29156
threshold=0.15415468811988833 0.53499999642372142 21.050000190734867 1.2649999856948855 0.87112924456596386 0.064999999478459372 0.70393669605255138 1.0850000381469729 -0.20380156487226483 19.94999980926514 0.10500000044703485 16.44999980926514 0 0.44499999284744268 -0.99859660863876332 0.44813004136085516 0.66690391302108776 1012.0499877929689 1011.7500000000001 0.56923347711563121 282.50000000000006 10.949999809265138 12.150000095367433 10.650000095367433 7.2149999141693124 1.3949999809265139 6.4600000381469735 0.069743972271680846 0.75443130731582653 5.6649999618530282
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 7 28 9 -1 11 10 17 27 -8 14 15 16 -10 20 19 -19 -5 -7 -23 24 25 -12 -27 -9 -6 -26
right_child=-2 -3 -4 6 5 21 12 8 13 -11 23 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0020918333332910167 1.9006192087051947e-05 -0.00019778007416980292 -0.010714705048989998 -0.00044110546690187877 0.00092927400466952617 -0.0025699188000292842 0.0066377632721081317 0.0041177710241732746 0.01862788546131924 0.013468883119976932 0.0056912853678974182 -0.00027941429867441085 0.00010064503394734476 -0.0010204084315350778 0.00095007423921639612 0.0026903121524058573 -0.0037098324632850186 0.009760942953922179 0.0062758804287427333 0.033598537578222315 0.01445429228246212 0.019992960342206063 -0.00063534960673987569 -0.0027510672748310822 0.002813146012614968 -0.0069708684578224421 0.0010044533905496015 -0.0064558178516008063 -0.010754375306198435 0.0083611915298966201
leaf_weight=1114 1096248 204929 159 237 2762 3923 221 2337 96 95 409 788 4168 2279 1365 179 29 46 354 37 45 40 97 322 758 176 1335 77 62 413
leaf_count=1114 1096248 204929 159 237 2762 3923 221 2337 96 95 409 788 4168 2279 1365 179 29 46 354 37 45 40 97 322 758 176 1335 77 62 413
internal_value=-4.75361e-06 -0.000118568 0.000559979 0.000635415 1.75226e-05 -0.00108132 0.00172175 0.000932872 0.00140413 0.00304726 0.00280765 0.00278137 0.000445163 0.000287132 0.00207256 0.00711269 0.0134455 0.00620266 0.00895609 0.0203873 0.00193582 -0.0023014 0.00538751 0.00209244 0.00259701 0.00127178 7.54947e-05 0.0037805 0.000672763 0.00476989
internal_weight=1.3251e+06 228852 23923 23764 15148 6884 8616 8264 7150 4227 4132 3202 4389 3948 1669 304 125 719 437 83 282 4060 137 3413 3091 1920 1511 2414 2824 1171
internal_count=1325100 228852 23923 23764 15148 6884 8616 8264 7150 4227 4132 3202 4389 3948 1669 304 125 719 437 83 282 4060 137 3413 3091 1920 1511 2414 2824 1171
cat_boundaries=0 1
cat_threshold=52
is_linear=0
shrinkage=0.05


Tree=246
num_leaves=31
num_cat=0
split_feature=25 8 19 57 36 33 54 71 14 83 24 61 78 86 88 79 119 79 90 29 91 94 86 121 62 22 27 32 34 121
split_gain=1.58119 2.11366 2.61291 2.48467 2.3412 2.90695 2.6892 2.10381 3.6529 3.01506 4.18669 3.9119 2.83755 2.76738 2.57438 2.5493 2.40635 4.52468 2.33525 2.17514 2.11494 2.09653 2.07925 1.98339 2.96236 3.37198 2.71988 3.83797 4.23905 3.66976
threshold=346.50000000000006 19.150000572204593 7.4149999618530282 316.80056762695318 9.8499999046325701 11.250000000000002 0.69499999284744274 292.62797546386724 1.6449999809265139 324.43174743652349 331.50000000000006 0.37467822432518011 36.73500061035157 0.90770921111106884 0.51147201657295238 39.68499946594239 0.98321744799613964 31.035000801086429 -0.65999117493629444 1015.3500061035157 1.0000000180025095e-35 -0.75268483161926258 0.90142565965652477 -0.26722820103168482 0.28351552784442907 6.805000066757203 350.50000000000006 12.449999809265138 12.150000095367433 -0.026175950653851029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 -7 14 9 10 -9 -12 13 20 -6 16 17 22 -19 -20 23 -22 -14 -10 25 26 27 28 -25 -29
right_child=1 2 3 -5 7 6 -8 8 12 -11 11 -13 15 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-7.9482224148515804e-06 -0.0053979327663046216 0.020357486813639601 0.010328502618423146 -0.0082481934347500407 -2.9829856902595788e-05 -0.0044581796888087414 0.0076852136959304224 0.0042003964523480526 -0.001160578794002144 0.0030362827327256869 0.026515058694141252 0.00075411819852888584 -0.0015391895443826798 -0.0047904866254089122 -0.012156391667409075 -0.00021653923866526588 0.0018533426970869554 0.0055682474154640331 0.01643254187623305 0.035524825178659881 -0.017636427205676833 -0.0019798082167523847 0.014796896193521598 0.0079289625419807618 0.0010817932874302673 0.019671095445778015 -0.0038921140848701312 -0.010089199668506072 0.031428271317521912 0.010352957839060527
leaf_weight=1319880 320 30 45 30 1596 80 106 101 455 401 56 20 64 247 45 180 119 22 35 26 24 196 28 61 706 45 66 42 28 46
leaf_count=1319880 320 30 45 30 1596 80 106 101 455 401 56 20 64 247 45 180 119 22 35 26 24 196 28 61 706 45 66 42 28 46
internal_value=-4.51338e-06 0.000863988 0.0078863 0.00289782 0.000719835 -0.00250862 0.00246225 0.00107427 0.00186858 0.00543549 0.010871 0.0197359 0.00100596 0.000149052 -0.000362368 0.00446975 0.00733891 0.0110691 0.0195336 0.0245702 0.000880068 -0.0036878 0.00343266 0.0015736 0.00282516 0.00709885 0.00477065 0.00800084 0.015322 0.000596474
internal_weight=1.3251e+06 5220 105 75 5115 506 186 4609 2968 578 177 76 2390 1916 1641 474 294 175 83 61 1669 220 92 1449 994 288 243 177 89 88
internal_count=1325100 5220 105 75 5115 506 186 4609 2968 578 177 76 2390 1916 1641 474 294 175 83 61 1669 220 92 1449 994 288 243 177 89 88
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=31
num_cat=0
split_feature=25 38 32 1 3 99 102 87 112 124 80 26 92 63 14 59 53 63 126 71 62 0 53 60 72 6 102 123 62 29
split_gain=1.42703 2.36653 3.10497 3.50231 2.16652 2.10787 2.94836 2.93045 2.64521 2.48968 2.8525 3.38771 2.65495 2.31815 2.43965 2.33633 2.28743 2.22319 2.40029 2.33644 2.19648 2.38113 2.13515 2.13047 3.60426 5.65343 3.77384 2.87981 2.44879 2.23619
threshold=346.50000000000006 9.8499999046325701 11.050000190734865 323.50000000000006 4.5000000000000009 -0.15811644494533536 0.97691375017166149 0.88354891538620006 0.28400452435016638 0.9980967938899995 345.85115051269537 353.50000000000006 0.99529209733009349 0.40291085839271551 2.8349999189376835 260.95269775390631 0.9350000023841859 0.24661932140588763 0.97988739609718334 301.69990539550787 0.28646813333034521 23.500000000000004 2.0949999094009404 0.25853499770164495 0.33300638198852545 11.150000095367433 0.53413727879524242 -0.13052122294902799 0.30440306663513189 1010.7500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 17 9 23 11 16 13 -12 15 -15 -11 18 -8 -19 21 -9 -18 27 25 26 28 -3 -25 -29
right_child=1 5 3 -5 -6 -7 7 20 -10 10 12 -13 -14 14 -16 -17 22 19 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-7.5508103808061091e-06 0.0092012741289142046 -0.005753949055223485 0.020776311215962306 4.9496884988220905e-05 -0.0067495542875136141 -0.00053250092982842626 0.028626216837653408 0.016405439598915671 0.017103651470433062 -0.0039275478252342767 -0.0043213825398061402 0.027806419336601447 0.013247610391893736 0.01355576977133751 0.015959006193507878 -0.0072888965496975119 0.022040947265923025 -0.009443711461499334 0.0063774070871824573 0.0085139323295038601 -0.0032067051371409286 0.00063678964469281423 0.0057921186502602317 0.018076269766863655 0.00070351283973407285 -0.011931129744819677 0.030639365687966349 0.017516045272350313 -0.0011946796497795732 0.00015133068751081767
leaf_weight=1319880 23 286 23 179 286 1310 27 39 26 35 147 23 42 20 36 41 30 20 22 192 124 62 62 34 1773 24 28 20 32 254
leaf_count=1319880 23 286 23 179 286 1310 27 39 26 35 147 23 42 20 36 41 30 20 22 192 124 62 62 34 1773 24 28 20 32 254
internal_value=-4.28771e-06 0.000820788 -0.00241101 0.00240948 -0.00556228 0.00117149 0.00182822 0.00543348 0.00122672 0.00108374 0.00456508 0.0101495 0.00163619 -0.000362493 0.00563706 -0.00045458 0.00695178 0.00903836 0.018637 0.00681981 0.00125183 0.00672567 0.0110906 0.000464454 0.00126666 0.00972812 0.0152581 -0.00224441 0.00873278 0.00141883
internal_weight=1.3251e+06 5220 511 202 309 4709 3399 486 2913 2887 436 150 286 244 97 61 127 261 49 212 225 101 92 2451 1891 118 94 560 66 274
internal_count=1325100 5220 511 202 309 4709 3399 486 2913 2887 436 150 286 244 97 61 127 261 49 212 225 101 92 2451 1891 118 94 560 66 274
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=31
num_cat=1
split_feature=123 81 90 41 6 94 136 40 30 87 109 15 86 74 27 0 39 10 107 9 42 39 71 123 8 69 52 102 27 98
split_gain=1.4078 5.01482 4.20604 2.82765 3.97608 2.49488 5.38233 5.01185 3.7612 3.72622 3.24528 2.94815 2.6079 2.63047 2.59317 2.56418 2.55175 2.50536 2.48524 2.47636 2.44703 5.1475 2.50432 2.42708 2.38477 2.22041 2.81329 2.2054 2.20249 2.12986
threshold=0.56638467311859142 305.37979125976568 -0.68503043055534352 10.34999990463257 4.8500001430511483 -0.56094580888748158 0 1.0000000180025095e-35 1016.6499938964845 0.89263612031936657 -0.26182191073894495 1.3049999475479128 0.7090357542037965 0.35791516304016119 127.50000000000001 95.500000000000014 11.750000000000002 8.9499998092651385 -0.9659217596054076 7.5499999523162851 11.550000190734865 14.750000000000002 287.21424865722662 0.85260769724845897 0.35000000894069677 221.33926391601565 2.3349999189376835 0.35831110179424291 249.50000000000003 -0.89948225021362294
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 5 3 -3 -5 6 7 9 10 14 17 15 -8 27 -2 -12 -11 -9 29 -13 -4 22 -22 -24 -15 -18 -27 -14 -20 -17
right_child=1 2 20 4 -6 -7 12 8 -10 16 11 19 13 24 -16 18 25 -19 28 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=1.4703621884606168e-05 0.013408170731279478 -0.00070923748500910854 -0.0030338713466147899 0.0025019207803875601 0.023323832055622783 6.4783510920990407e-06 -0.0038637331720731967 0.0035142444343364333 -0.0036625864499474949 -0.0085190298687666654 -0.0086445268957159125 0.0052210346079400814 0.002499405382460549 0.014937747413800521 0.0009211578849581992 -0.0032847568319239262 -0.00017949714092537763 -0.0060987049136310822 -0.0074883469389864683 -0.012675384840085395 -0.0038398102917910921 -0.01169596521083165 0.024152246215898131 0.005227065697545186 -0.0015579171676754378 0.021815158998626367 0.006754619700094576 0.019909343421459197 0.003833372784832206 0.00073239561130273136
leaf_weight=1169813 42 8276 2931 152 27 128581 1173 704 1052 20 129 243 201 22 4129 482 38 75 247 21 23 37 36 32 5371 57 68 20 52 1046
leaf_count=1169813 42 8276 2931 152 27 128581 1173 704 1052 20 129 243 201 22 4129 482 38 75 247 21 23 37 36 32 5371 57 68 20 52 1046
internal_value=-4.07333e-06 -0.000145524 -0.00114958 -0.000574762 0.00564266 -6.51155e-05 -0.000671066 0.000175365 -0.00109022 0.00135328 -0.000187877 -0.00116219 -0.00171701 -0.00127153 0.0010469 -0.00183159 0.00833648 0.00258874 -0.00135055 0.00379746 -0.00273834 0.00402875 0.0104223 0.0152463 -0.00149063 0.0104046 0.0136222 0.00407497 -0.00551935 -0.000534795
internal_weight=1.3251e+06 155287 11514 8455 179 143773 15192 8405 4051 4354 2999 2220 6787 5614 4171 1956 183 779 1827 264 3059 128 91 68 5393 163 125 221 299 1528
internal_count=1325100 155287 11514 8455 179 143773 15192 8405 4051 4354 2999 2220 6787 5614 4171 1956 183 779 1827 264 3059 128 91 68 5393 163 125 221 299 1528
cat_boundaries=0 1
cat_threshold=180
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=31
num_cat=0
split_feature=88 83 126 19 8 124 127 121 114 33 120 82 76 38 68 54 58 103 3 61 12 30 75 83 81 68 25 25 9 65
split_gain=1.38021 2.20917 2.41344 3.53644 2.81406 2.38012 3.46665 4.6603 2.36839 3.93319 2.76674 2.41152 2.34124 2.30384 3.61784 2.84923 2.47755 2.29721 2.20226 3.04857 2.19343 3.08695 7.73544 3.79635 2.94262 2.99528 2.78002 3.92917 3.55823 2.66476
threshold=0.51147201657295238 254.33614349365237 -0.47714059054851526 5.7200000286102304 4.4500000476837167 0.38266885280609136 0.63605400919914257 -0.94260558485984791 -0.043617725372314446 10.449999809265138 0.026175950653851036 244.87335205078128 7.2149999141693124 18.349999427795414 218.83228302001956 0.57499998807907116 111.46347808837892 0.97398629784584057 347.50000000000006 0.26498578488826757 1.235000014305115 1017.5499877929689 0.32518449425697332 316.24575805664068 319.51943969726568 328.41911315917974 330.50000000000006 338.50000000000006 5.7500000000000009 0.32500000298023229
decision_type=2 2 2 2 2 2 2 2 2 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 -3 13 7 -7 17 -10 -11 -12 -9 15 -15 -5 -17 20 19 -19 26 24 23 -23 -22 -26 -4 28 -28 -24
right_child=1 2 8 5 -6 6 -8 12 9 10 11 -13 -14 14 -16 16 -18 18 -20 -21 21 22 29 -25 25 -27 27 -29 -30 -31
leaf_value=7.114158155074628e-07 -0.0026618392050858776 0.023797792967525312 -0.002727871363314845 -0.0063175921312580681 0.00024243418038600965 0.033414798974990848 -0.0035953996482452283 0.0010131633438680682 0.02460938373114914 0.0042564223485386252 0.0063935253419913352 -0.010034186732986741 0.016906455269939193 -0.0032671871062161192 0.015772305518787885 0.017360978027467024 0.00027133681022179439 -0.003403287033350872 -0.0040245138198858306 0.019838199779651192 -8.0881054081759416e-05 0.037622559400984933 0.014830764865174012 0.0087854229919612416 -0.0039856234896318296 0.00097706677914027591 0.024830299570704952 -0.0082256206664545785 -0.001497659291185084 0.00062172211980391365
leaf_weight=1314506 1130 32 1912 177 21 20 57 62 20 317 32 74 37 45 56 22 589 21 31 43 3006 21 34 25 1202 407 33 29 21 1118
leaf_count=1314506 1130 32 1912 177 21 20 57 62 20 317 32 74 37 45 56 22 589 21 31 43 3006 21 34 25 1202 407 33 29 21 1118
internal_value=-3.86966e-06 -0.000572291 -0.000322799 0.00185877 0.0144645 0.00123144 0.00654382 0.0114004 -0.000615034 0.00294252 0.00191808 -0.00507488 0.00695308 0.00017972 0.00728936 -0.000731542 0.000886676 -0.000814452 0.00691383 0.0122121 -0.000908482 -0.000417537 0.00184394 0.0219502 -0.00100459 -0.0027303 -0.00233899 0.00661935 0.0145916 0.00104109
internal_weight=1.3251e+06 10594 9464 1118 53 1065 176 119 8346 443 423 106 99 889 101 788 611 7903 95 64 7808 5813 1198 46 4615 1609 1995 83 54 1152
internal_count=1325100 10594 9464 1118 53 1065 176 119 8346 443 423 106 99 889 101 788 611 7903 95 64 7808 5813 1198 46 4615 1609 1995 83 54 1152
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=31
num_cat=2
split_feature=122 93 136 21 39 68 27 72 104 96 9 61 5 63 61 37 34 103 0 36 14 28 52 107 64 136 74 82 122 0
split_gain=1.40871 3.63701 5.14335 3.85629 3.62955 5.02843 3.62394 3.28775 3.05683 2.87166 2.68513 2.5085 3.3171 3.25823 2.50021 2.41172 2.40397 2.38549 3.11332 3.8156 4.63878 2.55818 2.5405 2.53712 2.40764 5.36319 4.56864 3.81184 2.75845 2.39745
threshold=0.53727915883064281 -0.651485115289688 0 6.8150000572204599 20.44999980926514 234.84732055664065 282.50000000000006 0.42925135791301733 1.0000000180025095e-35 1.0000000180025095e-35 5.1499998569488534 0.54001358151435863 2.6499999761581425 0.31994840502738958 0.19073214381933215 11.550000190734865 15.34999990463257 -0.57047763466835011 265.50000000000006 15.650000095367433 0.95499998331069957 1013.7500000000001 0.70499998331069957 -0.80279734730720509 6.3750000000000009 1 0.65323305130004894 311.71449279785162 0.96359375119209301 338.50000000000006
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=-1 2 3 8 5 -4 -5 -8 14 -3 17 13 -13 -9 -2 -10 -16 18 19 22 21 -21 -7 -20 -19 26 27 28 -26 -28
right_child=1 9 4 6 -6 10 7 11 15 -11 -12 12 -14 -15 16 -17 -18 24 23 20 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=1.3698281008076483e-05 0.010160323844424316 -5.3354119165012735e-05 -0.0021671611342882931 -0.0029811110577251283 0.0032754755560795638 0.017737613225887929 0.014466510158707958 0.0045513233847774654 0.011339826953057623 -0.0050424060788365165 -0.0014120247231727153 0.0042506432044776936 -0.0020303317827119276 -0.003455256941977717 -0.0037744588317600819 -0.0011379895349627508 -0.0079962515996758951 -0.00020555456744126316 -0.0038728593020219237 0.013691356146175946 0.019492654008074449 -0.0021895089630561415 -0.0006842975224487397 0.015049641803198028 0.0043784644619068681 -0.0028764413494770306 0.0034534571604331005 0.030802939273416999 0.022473259173732784 -0.0090998082421720038
leaf_weight=1163511 28 145601 3126 1338 686 21 41 158 44 289 1922 573 332 649 1263 323 460 3947 155 42 91 64 172 20 85 363 774 24 28 40
leaf_count=1163511 28 145601 3126 1338 686 21 41 158 44 289 1922 573 332 649 1263 323 460 3947 155 42 91 64 172 20 85 363 774 24 28 40
internal_value=-5.56967e-06 -0.000143395 -0.000840763 -0.0021435 -0.000251669 -0.000474415 -0.00102148 0.000474229 -0.0037911 -6.32372e-05 0.000208539 0.000139133 0.00194646 -0.00188767 -0.00466072 0.000357988 -0.00490158 0.000743163 0.0038305 0.00631675 0.0112119 0.00410291 0.00132016 -0.00171029 0.000411602 0.00226542 0.00421402 0.0127058 0.00886213 0.00283659
internal_weight=1.32617e+06 162659 16769 5209 11560 10874 3091 1753 2118 145890 7748 1712 905 807 1751 367 1723 5826 565 390 197 106 193 175 5261 1314 951 137 113 814
internal_count=1326170 162659 16769 5209 11560 10874 3091 1753 2118 145890 7748 1712 905 807 1751 367 1723 5826 565 390 197 106 193 175 5261 1314 951 137 113 814
cat_boundaries=0 1 2
cat_threshold=3649 388
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=31
num_cat=1
split_feature=56 52 0 107 108 67 28 95 100 6 54 95 55 75 20 29 57 75 11 136 24 63 99 27 67 32 29 15 27 127
split_gain=1.27577 3.27446 2.60138 4.11172 2.67645 2.53623 2.64834 2.63151 3.26483 2.77707 2.48722 2.58675 2.39166 2.31749 2.47447 2.43739 2.33069 2.26525 1.99378 1.98582 3.93818 2.35341 2.27789 2.10903 2.01658 1.88187 2.5684 2.68028 2.55494 3.22857
threshold=340.64154052734381 0.18500000238418582 341.50000000000006 -0.3009651899337768 -0.23364961147308347 0.67500001192092907 1012.3500061035157 0.052869955077767379 0.80223330855369579 10.949999809265138 0.91500002145767223 -0.69496437907218922 0.54500001668930065 0.42296527326107031 5.0250000953674325 1014.2500000000001 266.51329040527349 0.74865114688873302 6.0499999523162851 0 332.50000000000006 0.21984983980655673 -0.98584964871406544 350.50000000000006 72.505001068115249 10.84999990463257 1014.1499938964845 2.8449999094009404 334.50000000000006 0.90255093574523937
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 2 4 -4 -2 6 -3 8 10 12 11 -8 18 15 16 -6 -15 -16 -9 22 21 -21 -7 25 -24 -22 27 -27 -28 -30
right_child=1 5 3 -5 13 19 7 9 -10 -11 -12 -13 -14 14 17 -17 -18 -19 -20 20 23 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=-8.3324127797267466e-06 0.019817399006822837 -0.006643010040914471 0.025959280920880179 0.00050044636209977094 -0.013251801947981857 -0.0051715679663734944 -0.0064588707685470578 0.013456633800847662 0.029329776456174645 0.012838975352017171 0.019447788962673757 0.016082443408668042 -0.016002425251771573 0.025274337314069275 -0.0027636986083927613 0.0055053071696953525 0.0023744625225663187 0.0085698541462127312 -0.0026369679180571616 0.0053744770602365448 -0.00520124869602215 -0.003088522806515265 0.0016671980472076128 -0.0081868708712627761 -0.004387366538229462 -0.0022823522421569864 0.0054332484772410435 0.013989553740248085 0.031216759526136298 0.0073842436913400897
leaf_weight=1321093 23 44 35 29 43 143 35 27 23 47 31 20 23 25 105 29 20 76 67 88 45 1235 2370 37 146 121 101 32 27 30
leaf_count=1321093 23 44 35 29 43 143 35 27 23 47 31 20 23 25 105 29 20 76 67 88 45 1235 2370 37 146 121 101 32 27 30
internal_value=-5.29227e-06 0.000785787 0.00521866 0.0144232 0.00338347 0.00042205 0.00474066 0.0065754 0.0125968 0.00257334 0.00812174 0.00173797 -0.00155046 0.00211508 0.00460384 -0.00569686 0.0150966 0.00199514 0.00198566 0.000109135 -0.00121304 -0.0025256 0.000963346 0.00317473 0.00131586 0.00435557 0.00573839 0.00112092 0.0102097 0.0186733
internal_weight=1.32617e+06 5077 385 64 321 4692 317 273 109 164 86 55 117 298 226 72 45 181 94 4375 1716 1323 2659 393 2516 356 311 153 158 57
internal_count=1326170 5077 385 64 321 4692 317 273 109 164 86 55 117 298 226 72 45 181 94 4375 1716 1323 2659 393 2516 356 311 153 158 57
cat_boundaries=0 1
cat_threshold=1139
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=31
num_cat=0
split_feature=122 80 64 39 68 15 83 74 42 66 52 60 34 94 14 25 97 101 123 31 17 15 39 30 102 30 5 6 55 41
split_gain=1.26855 3.35202 3.91588 3.77593 2.99663 2.6693 2.28204 2.33776 2.39526 2.12586 2.38242 2.76133 3.06467 2.22386 2.20108 2.14845 2.11065 3.07106 2.0971 2.05338 3.22469 3.02315 3.2558 3.72111 3.20415 2.79926 2.54676 2.38794 2.71773 2.31326
threshold=0.53727915883064281 233.54827117919925 2.7549999952316289 20.250000000000004 233.00254821777347 1.1950000524520876 280.31604003906256 0.34226970374584204 14.949999809265138 3.1450001001358037 1.485000014305115 0.70903795957565319 12.449999809265138 -0.92949572205543507 0.63499999046325695 297.50000000000006 -0.81560394167900074 0.35478778183460241 -0.70088258385658253 1013.3500061035157 10.405000209808351 1.9450000524520876 15.949999809265138 1010.2500000000001 0.72952964901924144 1010.2500000000001 1.9499999880790713 4.2500000000000009 0.62500000000000011 7.6499998569488534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 16 9 7 18 -9 14 11 13 -13 -11 -4 -15 17 -3 -5 21 26 24 -23 -24 27 -26 -21 -7 -29 -28
right_child=1 2 5 6 -6 19 -8 8 -10 10 -12 12 -14 15 -16 -17 -18 -19 -20 20 -22 22 23 -25 25 -27 29 28 -30 -31
leaf_value=1.3256607800532497e-05 3.5606443605122258e-05 -0.001071568859281321 0.01489628798166371 0.020089652647397351 -0.00094630603700167695 0.0017005529452995304 -0.010173555352542151 0.009293930312012753 0.00061774242504080497 0.013583614955101402 0.0010575418832667212 0.025913340422169619 0.0056989369587972759 0.0037489169169243222 -0.00067650803699714529 -0.0055027084382201887 -0.0035358079160845279 0.016742159903049472 0.0040650698437108375 -0.00010285605882630332 -0.00026264494317757529 -0.001045351364263442 0.012306570437052572 0.00078518245774046786 -0.0072839993610978124 0.0090200222879011985 -0.0019904202738417619 -0.012624759813425718 -0.0007769937634620641 -0.0072326855672128713
leaf_weight=1163511 103579 751 23 35 11347 2627 35 93 550 47 2374 30 50 360 1686 76 2171 25 49 2017 26382 3283 98 246 30 215 3736 54 467 223
leaf_count=1163511 103579 751 23 35 11347 2627 35 93 550 47 2374 30 50 360 1686 76 2171 25 49 2017 26382 3283 98 246 30 215 3736 54 467 223
internal_value=-5.02766e-06 -0.000135816 -0.000436354 -0.00113243 -0.00131525 -0.000198301 0.00229704 0.00289741 0.00187262 0.000935172 0.00175103 0.00467528 0.0132793 0.00325017 -0.000466927 0.00213625 -0.00273581 -0.000497673 0.010742 -0.000332033 -0.000500206 0.000443142 -0.000560433 0.00406744 0.00151593 0.00702361 -0.00154896 0.00108728 -0.00200498 -0.0022857
internal_weight=1.32617e+06 162659 59080 15056 14294 44024 762 727 643 4646 2937 563 80 483 1709 436 2947 776 84 39378 32358 7020 3627 344 3393 245 5976 3148 521 3959
internal_count=1326170 162659 59080 15056 14294 44024 762 727 643 4646 2937 563 80 483 1709 436 2947 776 84 39378 32358 7020 3627 344 3393 245 5976 3148 521 3959
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=31
num_cat=2
split_feature=80 31 136 41 32 73 36 21 24 123 32 37 35 64 39 5 69 52 106 9 89 31 93 91 41 95 136 53 28 76
split_gain=1.21078 5.12788 7.58346 4.19438 9.72488 4.71611 5.59376 3.95478 3.97051 3.90272 3.68258 6.53046 4.06451 4.10157 3.75732 3.85192 3.65741 3.55831 3.50768 3.60161 3.36545 3.8653 3.31961 4.11345 3.32142 3.29123 4.21384 4.53001 5.30222 3.23672
threshold=317.77729797363287 1016.9500122070314 0 11.150000095367433 14.84999990463257 0.358168974518776 11.750000000000002 5.0250000953674325 337.50000000000006 -0.13052122294902799 12.050000190734865 13.550000190734865 13.34999990463257 4.1649999618530282 12.050000190734865 17.050000190734867 343.69076538085943 0.50499999523162853 1.0000000180025095e-35 10.050000190734865 -0.36203823983669275 1016.1499938964845 0.96611803770065319 -0.99274227023124684 10.750000000000002 -0.48347136378288263 1 1.5850000381469729 1015.1499938964845 45.664999008178718
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 7 -3 5 6 -5 20 10 -8 14 12 13 -12 15 -9 -10 -18 19 -4 -2 -22 -21 -24 -25 26 -13 -28 -29 -15
right_child=1 3 18 4 -6 -7 9 8 16 -11 11 25 -14 29 -16 -17 17 -19 -20 22 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=8.9419449381091843e-06 -0.00068819842287291518 0.00017849901760430683 -0.0022386493188548146 0.037508158361458266 -0.00931134975581396 0.0042957718511309429 -0.0022636671109419119 -0.00048054044740986773 0.001433341622608675 0.018994141757488252 -0.0015843896431492898 -0.00074324425831280951 0.0029342003254267321 0.0020055699026471311 -0.0024162120089978047 0.010609555239140799 0.028339963088828052 0.0063121601274211906 0.0057898624239038242 -0.0009068723695304777 -0.0054611583509988409 0.0024315025533529567 0.023508155003190041 0.0012822818873516684 0.019805020781663751 -0.00088679787680153517 -0.00267107470477412 0.0031840774257212707 -0.0010279715824457311 -0.0025177138421115363
leaf_weight=1225156 2063 41590 8432 23 120 575 38 8802 2384 50 1579 4131 2700 3265 3049 79 22 110 161 3929 910 187 25 350 26 11509 574 2871 1010 450
leaf_count=1225156 2063 41590 8432 23 120 575 38 8802 2384 50 1579 4131 2700 3265 3049 79 22 110 161 3929 910 187 25 350 26 11509 574 2871 1010 450
internal_value=-4.77627e-06 -0.000171159 -0.000474125 0.000247732 0.0038202 0.00611727 0.0155529 -0.000171458 -4.47109e-05 0.00981463 -0.000165838 0.000146745 0.00135549 0.000550333 -0.00090181 -0.00038189 0.00188192 0.00998346 -0.00154301 -0.00163673 -0.00187807 -0.00411574 -0.000464589 0.00386891 0.00256311 -0.000334108 0.000406739 0.00147145 0.00208792 0.00145766
internal_weight=1.32617e+06 101014 58618 42396 806 686 111 45695 42535 88 40019 28089 7994 5294 11930 8881 2516 132 12923 12762 3160 1097 4330 401 376 20095 8586 4455 3881 3715
internal_count=1326170 101014 58618 42396 806 686 111 45695 42535 88 40019 28089 7994 5294 11930 8881 2516 132 12923 12762 3160 1097 4330 401 376 20095 8586 4455 3881 3715
cat_boundaries=0 1 2
cat_threshold=1956 384
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=31
num_cat=2
split_feature=35 95 18 79 3 99 38 29 20 81 28 4 123 136 9 33 38 43 136 39 65 35 20 64 60 110 30 39 87 32
split_gain=1.20127 3.62134 6.76421 4.16924 3.5644 3.10548 3.16881 3.23913 3.00479 2.97198 3.09652 3.37871 2.75058 2.65387 9.08841 4.90615 5.32269 4.79771 11.1971 8.35193 11.51 6.70944 16.7835 6.07541 7.38238 5.69093 7.41343 5.56112 4.99059 4.97005
threshold=10.449999809265138 -0.65194708108901966 8.0099999904632586 8.9449996948242205 228.50000000000003 -0.97022083401679982 15.050000190734865 1014.8500061035157 5.3450000286102304 318.92581176757818 1029.1499633789065 11.150000095367433 -0.60873827338218678 0 1.0000000180025095e-35 12.949999809265138 13.34999990463257 5.4500000476837167 1 15.750000000000002 3.3249999284744267 14.84999990463257 7.4449999332427987 0.90500000119209301 0.52383095026016246 -1.0000000180025095e-35 1011.5499877929689 18.44999980926514 0.70892739295959484 16.849999427795414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 8 -8 -7 -3 11 -11 -12 14 15 -2 -17 18 19 -16 29 -20 23 -23 -25 26 28 -22 -19 -21
right_child=13 9 5 -5 -6 6 7 -9 -10 10 12 -13 -14 -15 17 16 -18 25 21 20 27 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.002281059527493912 0.00048592812388804869 -2.2386762365657279e-05 -0.0018979393692395976 -0.0016678705355573809 -0.0081614260403372243 -0.0028958108423268285 0.022116697585266649 0.0024328009290784077 0.00058970067379179327 -0.0014979258052464474 0.021209891699254513 0.00048929789340375286 0.0022794752318242737 -4.722839013446857e-05 0.00058216099864070059 0.0099470933719451506 0.003079444677726599 0.0045491798309101415 0.000204211617997912 0.0025470111849159286 0.0085605505261217678 2.3086436835199536e-05 0.00091842498319103915 -0.0037099098958019959 -0.0010909869131609856 2.7253739300819001e-05 -0.0011154578862687605 -0.0011132058028041766 0.00028097392937984409 4.1588809477736152e-05
leaf_weight=469 892 243868 2065 2187 572 696 33 57 5541 8537 20 2854 473 619927 24668 418 868 783 193544 5785 953 3552 9759 5226 5547 153954 24273 176 5464 3009
leaf_count=469 892 243868 2065 2187 572 696 33 57 5541 8537 20 2854 473 619927 24668 418 868 783 193544 5785 953 3552 9759 5226 5547 153954 24273 176 5464 3009
internal_value=-4.53774e-06 -9.92356e-05 -0.000962518 -0.00290762 -0.00551215 -0.000214332 0.000335162 0.00965023 0.000200745 -6.00127e-05 -0.000832123 -0.00100003 0.00304744 1.93758e-05 0.000113456 0.0033353 0.0053117 9.73896e-05 0.000239125 0.00107461 0.0022999 0.000106274 -0.000680733 -0.00177017 -0.00236143 -9.63954e-05 -0.000720126 0.00705251 0.000815952 0.00168974
internal_weight=1.32617e+06 267372 11620 3228 1041 8392 6327 90 6237 255752 11884 11391 493 1.0588e+06 438871 2178 1286 436693 252219 34591 9923 217628 24084 14325 10773 184474 30520 1129 6247 8794
internal_count=1326170 267372 11620 3228 1041 8392 6327 90 6237 255752 11884 11391 493 1058798 438871 2178 1286 436693 252219 34591 9923 217628 24084 14325 10773 184474 30520 1129 6247 8794
cat_boundaries=0 1 2
cat_threshold=752 48
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=31
num_cat=1
split_feature=86 136 52 124 31 74 36 91 57 39 9 58 121 4 127 0 83 23 31 24 101 40 57 100 119 82 60 24 64 73
split_gain=1.43941 4.19277 4.18521 3.45553 3.61709 5.31526 2.88818 2.84152 2.33164 2.26268 2.25957 2.35867 7.23287 2.34579 2.18079 3.94643 2.11832 2.00364 1.95933 2.72731 2.46644 2.38463 2.29209 3.35598 1.95831 1.89072 2.63652 1.87141 2.42151 2.31003
threshold=0.9128919541835786 0 0.10500000044703485 -0.92384436726570118 1008.5499877929689 0.84293717145919811 18.050000190734867 0.45110738277435308 228.89321899414065 19.150000572204593 14.34999990463257 293.77398681640631 -0.92384436726570118 8.4499998092651385 0.95878320932388317 267.50000000000006 351.64614868164068 5.3849999904632577 1014.8500061035157 331.50000000000006 0.43762136995792394 6.9500000476837167 257.05204772949224 0.75829142332077037 -0.86159634590148915 320.80976867675787 0.25083920359611517 264.50000000000006 0.70499998331069957 0.67043748497962963
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 6 3 -3 5 -5 18 16 9 -6 11 14 -13 -14 27 -16 17 -4 19 21 -20 25 -21 -24 -22 -2 -27 28 29 -10
right_child=1 2 7 4 8 -7 -8 -9 10 -11 -12 12 13 -15 15 -17 -18 -19 20 22 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=7.7384388301661217e-06 0.0012064117224981621 -0.0084622890836528863 -0.0024683298028221174 0.0012853552378257929 -0.0015315099297936983 0.027244133931217773 0.013050216598355252 -0.0073699036774015868 0.0054576035288553086 0.011277525733587229 -0.0076956042000707594 0.037140910197049383 -0.0034637959700008418 0.0152533643019314 0.025619559983412428 -0.00052754666596170391 -0.0063980966626388056 -0.00078520029309032545 0.0016148739019847817 0.0021558809326961636 0.0085263331189707973 0.01551998399996332 0.032106864878109528 0.0058612923121786325 -0.0016919912389833484 -0.013966367716590565 -0.00097048406414119905 0.00053790001555478262 0.0012022846900083043 0.020989021836206892
leaf_weight=1304555 3686 92 2219 49 815 33 46 191 62 36 53 20 47 26 27 31 194 8703 956 56 48 28 21 29 2024 45 294 806 134 39
leaf_count=1304555 3686 92 2219 49 815 33 46 191 62 36 53 20 47 26 27 31 194 8703 956 56 48 28 21 29 2024 45 294 806 134 39
internal_value=1.15733e-06 -0.000411405 -0.000929026 0.00102953 0.00143047 0.0117322 0.000560726 -0.00132305 0.00102744 -0.000989647 0.00240619 0.00285535 0.0105012 0.00320259 0.00220834 0.0116444 -0.00121915 -0.00112716 0.000481568 0.00118599 -0.000485967 0.000978925 0.00910331 0.0168844 -0.00145527 0.00087777 -0.0026956 0.00168261 0.00560872 0.0114549
internal_weight=1.32536e+06 20810 13577 2270 2178 82 7233 11307 2096 851 1245 1192 93 73 1099 58 11116 10922 7187 4159 3028 4053 106 50 2072 4025 339 1041 235 101
internal_count=1325365 20810 13577 2270 2178 82 7233 11307 2096 851 1245 1192 93 73 1099 58 11116 10922 7187 4159 3028 4053 106 50 2072 4025 339 1041 235 101
cat_boundaries=0 1
cat_threshold=838
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=31
num_cat=1
split_feature=86 136 52 31 74 36 91 38 92 57 66 72 31 39 91 69 66 100 81 83 127 12 76 11 39 80 84 39 35 60
split_gain=1.29907 3.78397 3.77715 2.85737 5.45447 2.60658 2.56448 2.50568 3.54251 2.07811 1.98435 3.26 2.77127 2.69926 3.12599 3.08048 2.68847 2.39825 2.37282 1.91178 1.90357 1.95385 1.87057 2.02804 2.12976 2.00967 1.82487 2.09478 2.90051 2.82972
threshold=0.9128919541835786 0 0.10500000044703485 1008.5499877929689 0.84293717145919811 18.050000190734867 0.45110738277435308 19.44999980926514 0.07697614282369615 228.89321899414065 3.8750000000000004 0.413741484284401 1013.8500061035157 12.650000095367433 -0.32975137233734125 310.20011901855474 13.875000000000002 0.018950117751955989 307.51377868652349 351.64614868164068 0.2503704726696015 2.3449999094009404 42.245000839233406 6.9500000476837167 11.84999990463257 253.14346313476565 0.89336028695106517 18.050000190734867 15.650000095367433 0.47872355580329901
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 5 3 4 -3 10 19 9 -9 22 11 -2 13 15 -15 16 20 -14 -18 -4 21 -12 23 24 -5 -25 -26 28 29 -28
right_child=1 2 6 7 -6 -7 -8 8 -10 -11 12 -13 17 14 -16 -17 18 -19 -20 -21 -22 -23 -24 25 26 -27 27 -29 -30 -31
leaf_value=7.3515166011503393e-06 -0.0039574985560197548 0.00016912707127630713 -0.0010708002934119636 0.014535546217424176 0.025881927528164608 0.012397705719036901 -0.0070014085281757321 0.018449502999124966 -0.0018958808534080163 0.0015840936059764159 0.0089246064174486415 0.0024562611143766695 0.0099115062602019577 -0.0018535040356095255 0.0031295450137625649 0.0089582652530672911 0.0073414977462911901 -0.0013649173705098244 -0.0050938858371227984 -0.0060781918137960472 -0.002339424979840664 -0.0044029011396924033 0.013491071886382997 0.0018349644160480238 -0.0052382570583361134 -0.0072833031143518055 -0.0030985857177504594 -0.010788684949511664 0.010886542287454764 0.011209213819224823
leaf_weight=1304555 222 55 10922 24 33 46 191 46 40 1242 88 1842 48 961 468 187 260 2666 45 194 360 40 20 80 153 247 176 32 79 43
leaf_count=1304555 222 55 10922 24 33 46 191 46 40 1242 88 1842 48 961 468 187 260 2666 45 194 360 40 20 80 153 247 176 32 79 43
internal_value=1.09946e-06 -0.000390835 -0.000882575 0.000978052 0.00981143 0.00053269 -0.0012569 0.000621802 0.00898653 0.000278593 0.00045749 0.00176641 -6.98597e-05 0.00116448 -0.000221547 0.00318553 0.00182424 -0.00116548 0.00550677 -0.00115819 -0.000477344 0.00475976 -0.00162004 -0.00198242 -2.28045e-06 -0.00505253 -0.000724657 0.00136801 0.00267343 -0.000289292
internal_weight=1.32536e+06 20810 13577 2270 88 7233 11307 2182 86 2096 7187 2064 5123 2409 1429 980 793 2714 305 11116 488 128 854 834 507 327 483 330 298 219
internal_count=1325365 20810 13577 2270 88 7233 11307 2182 86 2096 7187 2064 5123 2409 1429 980 793 2714 305 11116 488 128 854 834 507 327 483 330 298 219
cat_boundaries=0 1
cat_threshold=838
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=31
num_cat=0
split_feature=121 83 32 35 61 29 29 55 15 103 2 100 121 74 101 117 29 101 85 24 89 77 96 72 8 54 37 94 112 7
split_gain=1.29243 2.97282 3.57346 6.30982 5.43349 5.93403 6.10351 4.93164 4.90935 4.25982 4.18488 5.9123 3.85607 4.10884 3.76307 3.69341 3.68249 4.12449 3.83701 3.64733 3.59257 3.5017 4.21742 3.41261 3.40943 3.36246 5.0677 3.31227 3.55968 3.30039
threshold=-0.53727915883064259 309.45014953613287 14.449999809265138 11.550000190734865 0.33457845449447637 1018.3500061035157 1023.7500000000001 1.685000002384186 1.7649999856948855 0.45785191655159002 88.500000000000014 -0.183118961751461 0.66259482502937328 0.61183300614357006 0.36467489600181585 0.9170251488685609 1021.0499877929689 0.33777290582656866 0.74886909127235424 253.50000000000003 -0.98971250653266896 12.97499990463257 -0.60637423396110524 0.47500804066658026 13.150000095367433 5.0050001144409189 14.550000190734865 -0.9371652603149413 -0.66259482502937306 5.1499998569488534
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 12 10 -10 11 15 13 16 -4 23 18 29 -7 -6 -20 -19 -23 -5 25 26 -16 28 -15 -18
right_child=1 2 14 4 19 6 -8 -9 9 -11 -12 -13 -14 27 24 -17 17 21 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.4527711492167877e-05 1.4522496899309915e-06 -0.00064828371545733079 0.00013659736175783703 0.003408630807999385 -0.0016192182950132011 -0.0032469921010105235 -0.0035193980511755867 0.0016011612051101331 0.0038205156844825514 0.00073846137510713095 -0.001935968616137334 -0.00018137641733615968 -0.0042077571809799831 0.0013452232407871634 -0.0048583442352271838 0.027402626911432228 0.042292835495688699 0.0044585948595060754 0.025923243335223407 3.1153571501864683e-05 0.0077245837815538166 0.038156936424119131 0.0060749761760234833 0.018011649331875022 0.0017998844958423338 -0.00072615914112366666 -0.0015341173898953042 0.0023298604789233229 0.030187578831353912 0.01597953835108246
leaf_weight=609828 594482 36997 7264 218 3652 76 322 1320 1327 7226 2946 1326 88 20 1424 22 22 78 29 40182 418 21 20 49 883 8676 5883 517 23 26
leaf_count=609828 594482 36997 7264 218 3652 76 322 1320 1327 7226 2946 1326 88 20 1424 22 22 78 29 40182 418 21 20 49 883 8676 5883 517 23 26
internal_value=1.04449e-06 -4.45375e-05 -0.000270386 -0.000134841 0.000182137 0.000967858 0.00298192 0.00376951 0.000510187 0.00121664 -0.000814593 0.00123096 0.00590869 0.00662089 -0.000814841 0.00771111 0.00920341 0.0156675 0.00713935 -0.000106346 0.00890526 0.010677 0.0225072 0.00608859 -0.00122461 -0.00139171 -0.00218195 0.00343885 0.0167725 0.0280398
internal_weight=1.32536e+06 715537 121055 96925 59928 16094 2980 2658 13114 8553 4561 1615 1338 1250 24130 289 690 167 523 43834 447 119 41 267 16866 15983 7307 560 43 48
internal_count=1325365 715537 121055 96925 59928 16094 2980 2658 13114 8553 4561 1615 1338 1250 24130 289 690 167 523 43834 447 119 41 267 16866 15983 7307 560 43 48
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=31
num_cat=1
split_feature=107 43 136 40 11 39 66 37 88 38 32 71 28 78 82 42 28 30 20 37 56 37 71 24 20 95 18 65 104 40
split_gain=1.23103 5.01203 20.5765 11.3171 6.14442 6.77754 5.79913 11.627 4.94743 4.8124 6.10024 4.48587 4.47489 4.31798 4.2916 4.00093 3.86909 4.35382 3.73779 5.32502 3.72777 3.55646 3.67848 3.53524 3.49447 4.32674 3.70248 4.23907 3.71863 3.47215
threshold=-0.79712399840354908 1.5500000119209292 0 6.2500000000000009 3.8500000238418584 16.250000000000004 3.8149999380111699 12.449999809265138 -0.63867723941802967 15.449999809265138 16.849999427795414 301.93072509765631 1029.4500122070315 5.555000066757203 253.27197265625003 1.0000000180025095e-35 1007.3500061035157 1010.3500061035157 4.7049999237060556 17.650000572204593 199.20090484619143 11.750000000000002 321.33351135253912 81.500000000000014 4.5150001049041757 -0.051543464884161942 6.9049999713897714 0.15500000119209292 -0.71851968765258778 5.0499999523162851
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 23 16 11 9 12 -9 -1 15 -6 21 14 -7 18 -3 -18 19 -11 -10 -8 -23 -4 25 -25 27 28 -26 -16
right_child=-2 4 3 -5 5 13 7 8 20 10 -12 -13 -14 -15 29 -17 17 -19 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00031629779444553637 -3.0414709105193574e-05 -0.0075231208946461908 -0.0054616985944198936 0.022328081517888791 -0.0009710997991608253 0.0035250245912206964 0.0018431941126119426 0.0039924336192821361 0.004335248436146708 0.0053796911086062445 -0.00029950595467882215 0.0016525957495155633 0.0095796609248888377 0.0024713882116031093 -0.011439093634853084 -0.01044723785349301 0.0015549301389136778 -0.0011811285286723247 0.0027294811604203911 0.026222819176036867 0.011409274703983417 -0.0018721629147847628 0.016449020618373261 0.0021472923391473125 0.003499849422067144 -0.00042734154788073891 6.6954121030793701e-05 -0.00091646115553186921 -0.0060106486033905176 7.9105448322195878e-05
leaf_weight=3967 930214 228 291 57 12558 961 2123 2544 312 131 2255 1872 144 3446 66 56 1573 19217 4692 40 462 1272 28 4273 902 2640 306137 15228 116 7560
leaf_count=3967 930214 228 291 57 12558 961 2123 2544 312 131 2255 1872 144 3446 66 56 1573 19217 4692 40 462 1272 28 4273 902 2640 306137 15228 116 7560
internal_value=9.92265e-07 7.49266e-05 0.000140734 5.07545e-05 -0.000406932 9.99734e-05 0.00178517 0.00292697 0.00505739 0.00108116 0.00185391 -0.000630728 0.000945263 0.000976233 0.000376221 0.00284109 -0.00104516 -0.000974115 0.00299411 0.0102553 0.00855773 0.000582028 -0.00147755 4.69034e-05 5.17713e-05 0.00116407 2.79199e-05 -0.000707635 0.00241614 -2.058e-05
internal_weight=1.32536e+06 395151 347670 329644 47481 26463 18026 6885 3318 11141 7174 14430 3567 12033 8587 4919 21018 20790 4863 171 774 3423 1300 329587 329296 6913 322383 16246 1018 7626
internal_count=1325365 395151 347670 329644 47481 26463 18026 6885 3318 11141 7174 14430 3567 12033 8587 4919 21018 20790 4863 171 774 3423 1300 329587 329296 6913 322383 16246 1018 7626
cat_boundaries=0 1
cat_threshold=48
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=31
num_cat=0
split_feature=114 80 112 28 73 76 4 90 122 79 52 20 96 71 107 97 12 105 110 82 113 55 100 28 17 85 11 10 64 128
split_gain=1.19273 5.22224 3.3601 3.19639 2.7039 2.42971 3.36444 3.50728 2.40668 2.25864 3.24634 3.21306 3.16954 2.32524 2.13849 2.02175 1.8744 1.84261 1.80652 1.91435 2.13795 1.98152 2.23021 1.80744 1.94282 1.76863 1.71057 1.94511 1.75041 1.67271
threshold=0.2503704726696015 304.22979736328131 -0.67556449770927418 1018.3500061035157 0.43917010724544531 7.1349999904632577 6.5499999523162851 0.17589262127876285 -0.68832838535308827 8.7750000953674334 1.8550000190734866 5.2049999237060556 -0.88636422157287587 294.24468994140631 -0.74847471714019764 -0.68062564730644215 1.4750000238418581 0.75164502859115612 0.36148393154144293 292.52180480957037 0.41467745602130895 8.5450000762939471 0.56583690643310558 1016.4500122070314 14.550000190734865 0.91406062245368969 9.9499998092651385 3.1499999761581425 3.5749999284744267 210.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 4 9 8 6 7 15 14 13 -11 16 -13 18 -3 -5 -12 25 -4 -20 21 22 23 26 -25 29 27 -21 -29 -2
right_child=1 2 3 5 -6 -7 -8 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.9057969264690942e-06 0.00013561979800264773 0.017193855012894846 0.016860145476201308 0.010075570734561948 -0.0026849884560344317 0.0026723911575237784 0.030404301434755327 0.028536407050809693 0.0007233614172892516 -0.0096422852058562318 0.0061701614010546899 0.0030123690452455777 0.014438810457165045 -0.0035644348011928521 0.00070452998916152869 -0.0073312050366604875 -0.014713866678489881 -0.0036495567359634152 -0.012248787390334267 0.0041653343171205821 0.011984242359939659 0.0081457551267561986 0.012354664484391341 0.013442029394642558 -0.0012649885098885826 0.011571828159503639 0.010534390686855962 -0.0030777594485917655 -0.013441116380703604 0.011403304097157988
leaf_weight=1305517 17410 51 23 69 406 76 25 21 202 28 21 96 165 164 32 22 22 320 21 66 61 109 37 43 47 34 24 166 54 33
leaf_count=1305517 17410 51 23 69 406 76 25 21 202 28 21 96 165 164 32 22 22 320 21 66 61 109 37 43 47 34 24 166 54 33
internal_value=9.42651e-07 0.000385629 0.00277471 0.00421726 -6.44786e-05 0.00984226 0.0138197 0.0101178 0.0036686 0.00317269 0.00664902 0.00814954 0.010236 0.00175657 0.0108365 0.00586734 -0.00451469 0.000110301 0.00309703 0.00259297 0.00310644 0.0021146 0.000610262 -0.000476095 0.0057617 0.000179144 -0.00228707 -0.00336299 -0.00562149 0.000156937
internal_weight=1.32536e+06 19848 2051 1360 691 213 137 112 285 1147 332 304 261 815 83 91 43 17797 651 628 607 546 437 400 90 17477 310 286 220 17443
internal_count=1325365 19848 2051 1360 691 213 137 112 285 1147 332 304 261 815 83 91 43 17797 651 628 607 546 437 400 90 17477 310 286 220 17443
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=31
num_cat=2
split_feature=126 136 59 36 32 62 54 30 121 18 78 97 71 94 67 76 52 56 52 84 97 136 85 78 39 90 115 127 53 19
split_gain=1.3214 4.74431 3.56264 4.73804 5.13341 3.69723 2.63507 2.55591 2.52843 2.7462 2.52055 2.67873 2.42809 2.54968 2.43416 2.34576 2.58897 2.31678 5.18335 5.59281 3.54469 3.37639 6.49389 3.70005 3.68465 3.26776 2.92798 4.48066 4.37867 3.54775
threshold=0.85260769724845897 0 173.7621765136719 11.150000095367433 5.5499999523162851 0.31821815669536596 34.375000000000007 1013.4500122070314 -0.36648726463317866 5.4100000858306894 7.9349999427795419 -0.68062564730644215 241.69524383544925 -0.78659307956695546 25.054999351501468 23.365000724792484 13.234999656677248 202.32878112792972 1.4450000524520876 0.80137199163436901 -0.72476381063461293 1 0.58582353591918956 2.0149999856948857 11.250000000000002 -0.077910169959068284 -0.87878364324569691 0.94828754663467418 1.185000002384186 9.5450000762939471
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 8 12 9 10 11 -7 13 -5 -14 -6 -17 20 19 21 -3 22 -19 24 -24 -20 27 -25 29 -29
right_child=1 17 3 5 15 6 -8 -9 -10 -11 -12 -13 14 -15 -16 16 -18 18 25 -21 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=2.9331007056788009e-05 6.5075094791258404e-06 -0.0012283979432421604 0.0089219759372757609 0.0027689995544572035 -0.00016198593226121735 0.0068255176534876231 8.271007986627665e-05 -0.0023645650665821936 -0.0012153810182354535 -0.00049076903212419507 0.00036527493155741119 0.027186401809255148 0.0014351335623606417 -0.015703687719267577 -0.0069594084568807184 0.0028577479124200487 -0.00087591080358878312 0.033929322718759071 0.00016597968621691697 0.00064427355197015708 1.4273923233447332e-05 0.00197873016086426 -0.0032007360830903055 3.6153648074509365e-05 0.020935957225628955 -0.0016014366468590766 0.0022006045956201614 0.013823816393885545 0.0036171771812028388 0.037857697438448669
leaf_weight=1045184 45608 6082 181 31 5399 70 11903 4998 17844 26383 114 21 1062 47 94 1583 657 20 38099 12404 101635 2248 21 72 64 2808 563 34 41 28
leaf_count=1045184 45608 6082 181 31 5399 70 11903 4998 17844 26383 114 21 1062 47 94 1583 657 20 38099 12404 101635 2248 21 72 64 2808 563 34 41 28
internal_value=3.48457e-06 -9.29557e-05 -0.000337704 -0.000560787 0.000599573 -0.000705816 -0.000577978 -0.00186143 -0.000754971 -0.000445976 0.00531874 0.0115242 0.000176413 -0.00836198 0.000752532 0.00040238 0.00176265 8.00415e-05 0.00033966 0.00111847 -5.58908e-05 0.00302139 0.0057106 0.00509424 0.0149728 4.4658e-05 0.00395647 0.00960533 0.0162945 0.0246778
internal_weight=1.3253e+06 280114 115995 70387 7820 62567 56335 6232 44432 26588 205 91 1234 78 1156 7639 2240 164119 56402 15495 107717 3091 843 823 85 40907 738 175 103 62
internal_count=1325298 280114 115995 70387 7820 62567 56335 6232 44432 26588 205 91 1234 78 1156 7639 2240 164119 56402 15495 107717 3091 843 823 85 40907 738 175 103 62
cat_boundaries=0 1 2
cat_threshold=5703 16
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=31
num_cat=0
split_feature=122 76 112 38 57 33 110 17 106 73 35 109 87 43 22 42 55 76 9 122 26 69 68 106 120 85 80 30 97 41
split_gain=1.29165 3.81257 4.49679 3.30636 4.66726 3.68859 4.22349 3.842 3.06247 2.77398 3.18972 4.45346 3.6423 2.71462 2.67886 2.65452 2.60622 2.57466 2.96016 2.4331 2.4316 2.70337 2.41482 2.40646 3.01873 2.77426 2.65951 3.29734 2.45462 2.39359
threshold=-0.94260558485984791 1.8750000000000002 -0.26722820103168482 14.34999990463257 298.22036743164068 18.050000190734867 0.11365067213773729 10.405000209808351 -0.96420288085937489 0.52994281053543102 16.349999427795414 -0.18757423013448712 0.8100048601627351 -1.0000000180025095e-35 7.6050000190734872 13.250000000000002 2.9150000810623173 5.4849998950958261 8.8499999046325701 -0.97625884413719166 325.50000000000006 328.50462341308599 247.10707855224612 -0.97982710599899281 0.89490029215812694 0.87662759423255932 282.40290832519537 1010.3500061035157 -0.67074182629585255 11.550000190734865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 6 7 8 17 10 11 12 -10 -3 -8 -15 -16 18 -5 -14 -4 -22 -13 24 26 -25 -7 -28 -27 -19
right_child=-2 2 20 4 -6 23 14 -9 9 -11 -12 22 19 15 16 -17 -18 29 -20 -21 21 -23 -24 25 -26 28 27 -29 -30 -31
leaf_value=-4.5442194747805965e-05 -1.351870766830913e-05 0.018337277155369518 0.0020868961769461374 0.00099225453473389229 0.0032519575298702512 -0.0036472256436693934 -0.00060850888205579668 0.0004172591720692999 0.034164986395361745 0.0026326524813940627 0.0017851510453095406 -0.0073340243044575414 0.0068489683707898515 -0.00010998997616171207 0.0050437755151050371 0.01726700325750492 0.00065660381336766452 0.0034320255518779895 -0.0085321505554020408 0.027292755635624583 0.02003037904389203 0.00035873068526627561 0.012244127894518897 0.0017993535616423126 0.0092743316781707108 -0.0061454490927862933 0.01856249492770682 -0.00077907204829964294 0.012226010784506799 -0.0002111654864432858
leaf_weight=89487 1187279 20 3223 2027 1769 1276 5884 4707 33 288 81 28 43 21414 391 22 2522 2783 85 22 40 31 36 884 52 200 30 83 20 538
leaf_count=89487 1187279 20 3223 2027 1769 1276 5884 4707 33 288 81 28 43 21414 391 22 2522 2783 85 22 40 31 36 884 52 200 30 83 20 538
internal_value=3.31109e-06 0.000148086 0.000504928 0.000375055 0.000781072 0.000582507 0.000816522 0.00148519 0.00232804 0.00595222 0.00988652 0.0139372 0.0206366 -7.4977e-05 5.41148e-06 -9.21558e-05 0.00124548 0.00197382 0.000608933 0.0137684 0.00228853 0.0114413 0.00367869 -0.00120759 -0.00255335 0.000548966 -0.00299615 0.00435586 -0.00447532 0.00284183
internal_weight=1.3253e+06 138019 48532 45238 23782 22013 19468 10671 5964 531 243 162 98 21456 8797 21436 2913 5433 2112 65 3294 71 64 2545 1441 1104 1389 113 220 3321
internal_count=1325298 138019 48532 45238 23782 22013 19468 10671 5964 531 243 162 98 21456 8797 21436 2913 5433 2112 65 3294 71 64 2545 1441 1104 1389 113 220 3321
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=31
num_cat=0
split_feature=88 90 110 71 36 23 64 92 73 91 125 95 33 23 3 12 83 98 72 125 66 62 9 63 11 86 23 76 122 87
split_gain=1.58651 1.96136 3.045 2.58674 1.90456 1.83923 2.89886 2.48952 1.96377 1.70061 1.62036 4.18492 3.02405 2.02469 2.82618 3.81701 2.17117 2.57253 2.12865 3.84764 3.4749 4.04252 3.10209 3.26651 3.15218 3.51334 3.0696 3.02875 2.97545 2.93911
threshold=0.78270998597145092 -0.99583807587623585 0.88131654262542736 318.92211914062506 7.6499998569488534 6.2449998855590829 1.2250000238418581 0.20634580403566363 0.38587841391563421 -0.59576311707496632 -0.86159634590148915 0.70551568269729625 11.84999990463257 6.9649999141693124 192.50000000000003 0.83499997854232799 218.04786682128909 -0.99988016486167897 0.74929681420326244 0.72534674406051647 4.0750000476837167 0.29457865655422216 12.949999809265138 0.40494665503501898 6.0499999523162851 0.88233724236488353 6.3250000476837167 37.545000076293952 -0.36648726463317866 0.86116492748260509
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 8 9 -2 -8 11 -6 -13 16 15 -15 -12 -18 29 -20 21 28 23 24 -22 -26 27 -24 -21 -19
right_child=1 4 -4 -5 10 -7 7 -9 -10 -11 13 12 -14 14 -16 -17 17 18 19 20 22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=6.5657224961028569e-06 0.0073873834241004223 0.013585217500274832 0.019291192486330315 -0.015187941615780196 -0.00022269327624163885 -0.0027437823590280228 0.013261735618401034 0.026432386154065964 -0.013988745328308802 -0.0043866845379982684 -0.0057175692092472068 0.029540918802931193 0.0056660554785695344 0.019010214026396476 -0.0064097616783169442 -0.0017639005545620372 0.012287218287881268 -0.00012018436467302524 -0.0026575557711910002 0.011791162899780003 0.02044546792114323 0.00048514636040761558 0.015858323618886061 -0.011862396886477208 -0.0055603473501416069 0.010381663818326262 0.021340454477620754 -0.008154030065132498 0.03810352104760352 -0.0034327139434089911
leaf_weight=1320138 21 22 27 21 326 79 39 23 22 21 225 21 36 24 434 281 38 1744 285 22 22 29 24 49 96 54 38 29 21 1087
leaf_count=1320138 21 22 27 21 326 79 39 23 22 21 225 21 36 24 434 281 38 1744 285 22 22 29 24 49 96 54 38 29 21 1087
internal_value=3.14554e-06 -0.000871877 0.00342123 0.00152526 -0.00109323 0.00323735 0.00698742 0.0124462 -0.00354924 0.00708479 -0.00115933 0.00196277 0.0144621 -0.00142494 -0.00381766 -0.000129216 -0.000955043 -0.000652169 -0.000792653 0.00174391 0.00501062 0.0149118 0.00272574 -0.000473487 0.00277103 0.000178777 0.0104953 0.00271949 0.0246414 -0.00139207
internal_weight=1.3253e+06 5160 253 226 4907 205 126 83 43 60 4885 383 57 4502 739 305 3763 3538 3500 669 384 72 312 221 172 150 91 53 43 2831
internal_count=1325298 5160 253 226 4907 205 126 83 43 60 4885 383 57 4502 739 305 3763 3538 3500 669 384 72 312 221 172 150 91 53 43 2831
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=31
num_cat=0
split_feature=129 129 135 134 12 103 90 79 55 75 66 55 90 97 113 37 79 34 71 32 21 79 20 135 115 32 22 63 84 87
split_gain=1.19479 2.3395 3.95928 3.18606 4.1747 3.34128 3.81612 3.24841 3.90734 3.07123 3.03154 4.36522 3.16469 3.05569 2.78936 2.77636 2.55621 2.80513 2.4903 2.48776 2.30154 2.28364 2.65825 2.2385 4.12389 4.81796 2.5618 2.52049 2.19234 2.14389
threshold=335.50000000000006 304.50000000000006 1012.3500061035157 1009.3500061035157 1.1050000190734866 -0.15895745903253553 -0.65999117493629444 8.1750001907348651 13.84500026702881 0.73566779494285595 1.5149999856948855 5.555000066757203 -0.15813801437616345 -0.46982994675636286 -0.86159634590148915 14.84999990463257 34.145000457763679 12.750000000000002 261.45664978027349 12.84999990463257 5.7750000953674325 2.185000061988831 6.8849999904632577 1015.4500122070314 -0.94828754663467396 11.949999809265138 4.7349998950958261 0.6980288326740266 0.6939818561077119 0.4909366518259049
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 29 8 28 -5 11 13 23 16 -10 -8 -4 -18 -11 -17 -2 -13 -23 24 25 27 -26 -12 -6 -7
right_child=20 2 10 4 5 6 15 -9 14 18 12 21 -14 -15 -16 19 17 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=7.2854198595215409e-06 -0.0024555255082087286 -0.0014816333346286195 0.0043728937676154279 -0.0066808585710254349 -0.0062924114620985187 0.0089582712735019384 -0.0039114390128751749 -0.00028415017168899196 0.0012669798545539379 0.009353577202616507 0.022228235467695274 -0.016441360257309062 -0.0020927204391021285 -0.0028169949058340945 0.023954033980234751 0.01495487016439438 0.0019456017085097055 0.025290512257526002 -0.0023400749487697144 -0.00098904029396160837 -0.00019963508325387784 -0.004212003784149489 0.010122005676385016 0.00035211287858985323 -0.012313853801392459 0.0035850029926042821 0.0014744141875552279 0.0023033833796424525 0.0044838881576293324 -0.00037127699667938863
leaf_weight=1288425 1404 1976 1167 497 53 62 1472 728 20 53 65 29 973 145 42 25 22 31 323 1145 5807 169 40 7203 34 242 3662 21 431 9032
leaf_count=1288425 1404 1976 1167 497 53 62 1472 728 20 53 65 29 973 145 42 25 22 31 323 1145 5807 169 40 7203 34 242 3662 21 431 9032
internal_value=2.98826e-06 6.4997e-06 0.000611669 -8.32635e-07 -0.000754236 -0.000529637 -0.000793642 0.00190236 0.00481771 -0.00410136 0.00091134 0.00295556 0.000642743 0.00404506 0.0166356 -0.0024664 0.00486064 0.0156002 -0.000691768 -0.000648358 -0.000638863 -0.00329306 -0.00146865 0.000879815 0.00182441 0.00719749 0.00134757 0.0173629 0.00330384 -0.000307671
internal_weight=1.3253e+06 1.31809e+06 15779 1.30231e+06 13883 13010 11736 1274 546 873 13803 1603 12200 1365 62 2642 1220 53 376 1170 7211 238 209 11227 4024 328 3696 86 484 9094
internal_count=1325298 1318087 15779 1302308 13883 13010 11736 1274 546 873 13803 1603 12200 1365 62 2642 1220 53 376 1170 7211 238 209 11227 4024 328 3696 86 484 9094
is_linear=0
shrinkage=0.05


Tree=264
num_leaves=31
num_cat=0
split_feature=88 3 118 23 83 124 94 31 121 1 30 76 65 17 87 62 9 35 97 79 31 19 59 74 30 29 87 99 72 93
split_gain=1.4362 1.86606 3.285 1.82804 2.54562 2.43125 6.36448 2.36737 1.96445 1.98697 3.54503 2.94594 2.99459 2.32821 2.29037 2.31417 2.21101 2.31269 2.16617 2.46075 2.13147 2.55912 2.62934 2.12722 2.10397 2.07146 1.8973 1.97741 1.84675 3.13492
threshold=0.78270998597145092 356.50000000000006 0.96811076998710643 6.2449998855590829 199.05207061767581 -0.94828754663467396 0.3050349652767182 1013.9500122070314 -0.99687939882278431 210.50000000000003 1012.3500061035157 36.604999542236335 11.934999942779543 7.4149999618530282 0.89780592918396007 0.22572299093008044 13.250000000000002 11.650000095367433 -0.68499636650085438 13.765000343322756 1017.5499877929689 8.0099999904632586 313.41966247558599 0.39028157293796545 1014.1499938964845 1017.6499938964845 0.81174251437187206 -0.67687618732452381 0.28279694914817816 0.045326393097639091
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 7 -6 -5 13 11 12 18 -10 15 24 23 -18 19 -11 21 -17 -23 -12 -15 -26 27 -25 29 -7
right_child=1 2 -4 8 5 28 -8 -9 9 10 16 -13 -14 14 -16 20 17 -19 -20 -21 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=6.0929803089744471e-06 -0.0055643282983863498 0.00050295298117109476 0.021237649600684215 0.010347810796191617 0.010103822011254072 0.0095162953946661827 0.032390532944174037 -0.008695574641001947 -0.0093186059702576995 0.0034724656591248338 -0.0144425819569733 0.018223514452576636 -0.0081126347287661504 0.023428231542930007 -0.010130023052139829 -0.013997545449630076 0.014352854052237397 -0.0038342886308038778 -0.0064979076880263172 0.021633422833222612 -0.0041549420822231753 0.0019530413723831967 0.017135532711812809 -0.0043878246896201746 -0.0060254064090549952 0.013948262479432203 -0.0069584887027947691 0.0043742681985763322 -0.00041099899862004986 -0.0043299721858573092
leaf_weight=1320138 206 72 26 31 34 120 21 33 67 66 64 25 72 20 48 23 29 44 32 26 194 356 31 240 25 27 486 88 2592 62
leaf_count=1320138 206 72 26 31 34 120 21 33 67 66 64 25 72 20 48 23 29 44 32 26 194 356 31 240 25 27 486 88 2592 62
internal_value=2.83885e-06 -0.000829701 0.00600399 -0.000962001 -0.000195987 0.000190414 0.00837247 0.000844418 -0.0021406 -0.00233782 -0.00364469 0.00205971 -1.995e-06 -0.000401483 0.00042372 0.0011731 -0.00497031 0.00339074 0.00470741 0.00860491 0.00016305 0.0022062 0.00316921 -0.00566548 0.00964629 0.00434554 -0.00497539 -0.00203702 -6.91464e-05 0.00479944
internal_weight=1.3253e+06 5160 98 5062 3068 2862 88 67 1994 1963 1172 221 196 791 724 676 951 73 124 92 604 410 387 878 72 52 814 328 2774 182
internal_count=1325298 5160 98 5062 3068 2862 88 67 1994 1963 1172 221 196 791 724 676 951 73 124 92 604 410 387 878 72 52 814 328 2774 182
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=31
num_cat=0
split_feature=84 74 31 27 31 73 111 31 91 100 33 52 52 89 61 55 32 103 59 26 75 54 3 59 116 63 27 89 126 35
split_gain=2.00256 2.70908 2.6426 2.10988 3.69575 3.22074 3.43066 2.90623 2.80207 2.70223 3.06389 2.70031 3.13766 2.43858 2.37841 2.44585 3.05826 2.6742 2.84417 2.35288 2.34616 2.10937 2.38866 2.94215 2.84523 2.61455 1.99292 2.02095 1.98656 1.97005
threshold=0.91462561488151561 0.3654832541942597 1030.4500122070315 301.50000000000006 1012.6499938964845 0.52994281053543102 0.75737363100051891 1021.9500122070314 0.38284677267074591 0.64470094442367565 18.44999980926514 4.6849999427795419 2.0149999856948857 0.37166595458984381 0.24587377905845645 3.804999947547913 13.949999809265138 0.19598763436079028 216.47235870361331 319.50000000000006 0.72609964013099682 2.6149998903274541 322.50000000000006 190.35088348388675 0.99687939882278453 0.40911047160625463 341.50000000000006 -0.97594863176345814 0.62249094247818004 17.250000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 29 13 -3 -5 28 12 19 14 21 16 17 18 -16 -9 -14 22 23 -7 -24 -25 27 -8 -11 -6
right_child=1 2 -4 4 5 7 26 11 -10 10 -12 -13 20 -15 15 -17 -18 -19 -20 -21 -22 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=3.0362440126479512e-06 -0.0039127155718551559 -0.0008343474952120229 0.015512546395453124 0.00060270956953176766 0.0045438294465622803 0.019480130610463678 0.0090291653938878048 -0.0026762342178507856 -0.0093741750111803416 0.000170296016590027 0.023112151895960175 -0.0012535581838164945 0.032192982225678866 -0.0077120075845094008 0.0087462217689997807 0.00030448763386476882 -0.0051959270761338175 -0.0019062707877752693 -0.0033841982505878271 0.015023348731587508 0.010227631865775274 0.014874365147801917 -0.0074678541347256537 -0.0017873632935893017 0.012949867954566367 0.018351429961621764 0.01263393291272223 -0.0059506776831334549 0.005563044440070321 0.019580124850654104
leaf_weight=1306961 572 9860 26 1388 412 32 26 57 97 257 21 120 20 142 127 1424 666 1744 78 28 31 35 91 83 21 20 20 168 509 23
leaf_count=1306961 572 9860 26 1388 412 32 26 57 97 257 21 120 20 142 127 1424 666 1744 78 28 31 35 91 83 21 20 20 168 509 23
internal_value=-4.19693e-06 -0.000526546 -0.000416031 -0.000439696 0.000191074 -0.000513412 0.0027891 -0.000967604 -0.000917542 0.00192978 0.00427028 0.00421327 0.00903695 -0.00126478 -0.00105291 -0.00136287 -0.00227083 -0.00127128 0.00413074 0.00315422 0.0188415 0.00338658 0.00175876 0.00623735 -0.00363953 0.00212308 -0.00239382 -0.00394307 0.00375373 0.00533885
internal_weight=1.32506e+06 18098 17526 17500 7543 5368 649 4719 9957 2175 787 256 136 4463 4321 4039 2615 1949 205 85 51 282 247 135 112 103 214 194 766 435
internal_count=1325059 18098 17526 17500 7543 5368 649 4719 9957 2175 787 256 136 4463 4321 4039 2615 1949 205 85 51 282 247 135 112 103 214 194 766 435
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=31
num_cat=0
split_feature=84 74 31 119 31 73 111 31 85 53 100 33 30 91 91 7 126 105 52 107 25 1 86 31 58 36 31 86 70 15
split_gain=1.80731 2.44494 2.38495 1.75551 3.49545 2.91468 3.14598 2.51511 2.46063 3.04606 2.42355 2.77353 2.38293 2.87746 2.29209 2.36403 2.38491 2.24772 2.21131 2.62434 2.50358 2.00962 3.62373 2.31282 2.22977 1.87723 3.02011 1.85182 2.56653 1.81581
threshold=0.91462561488151561 0.3654832541942597 1030.4500122070315 0.52247866988182079 1012.6499938964845 0.52994281053543102 0.75443130731582653 1022.2500000000001 0.90236666798591625 0.034999999217689044 0.64470094442367565 18.44999980926514 1013.9500122070314 -0.31829451024532313 -0.83632841706275929 2.8500000238418584 -0.98321744799613942 -0.83339563012123097 4.7449998855590829 -0.61935576796531666 313.50000000000006 279.50000000000006 0.92017513513565075 1015.3500061035157 223.73392486572268 19.150000572204593 1013.2500000000001 0.90770921111106884 246.15777587890628 1.1549999713897707
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 12 8 9 -7 -5 -12 13 -6 25 16 -16 -10 19 -9 -21 -18 23 -23 -25 -3 -27 -14 -29 -17
right_child=1 2 -4 4 5 7 -8 18 17 -11 11 -13 27 -15 15 29 21 -19 -20 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=2.8844316964169605e-06 -0.003717079816612625 -0.00049629137823006548 0.014736919101470939 0.00057257409651209515 0.0062045823228923051 0.018736529062785532 -0.002171957968875603 0.001648451837177888 0.0014836927235728156 0.00036713455185726662 0.0035429388494884807 0.021956543908232734 -0.0007713472732039958 0.02414931926468853 0.017241681633251054 -0.0051260937506073115 -0.0014793134372222524 -0.0023927711900455931 -0.0011215421418902432 0.0038728150162989135 0.024118543488627957 -0.0042257324615493424 0.020368059640449864 0.00013296772510959553 0.022038448264911064 0.00074279787054126105 0.014508434423004035 -0.0058861781872110441 0.0099330921792468094 -0.0019370663681530726
leaf_weight=1306961 572 6546 26 1388 74 23 226 69 428 1201 781 21 163 32 21 594 479 2961 114 26 37 75 31 26 21 152 54 32 129 1796
leaf_count=1306961 572 6546 26 1388 74 23 226 69 428 1201 781 21 163 32 21 594 479 2961 114 26 37 75 31 26 21 152 54 32 129 1796
internal_value=-3.98708e-06 -0.000500219 -0.00039523 -0.000417712 0.000146924 -0.000524171 0.00260417 -0.00094652 -0.00120921 0.000712311 0.00183692 0.00402509 0.00511442 0.0116219 -0.000861869 -0.0020012 0.000664975 -0.00190321 0.00397954 0.00838502 0.0157632 0.000114167 0.00510291 0.00122405 0.00992052 -0.000348395 0.00435127 0.00298544 0.00678889 -0.00272965
internal_weight=1.32506e+06 18098 17526 17500 7705 5515 656 4859 4613 1224 2190 802 430 106 9795 3043 653 3389 246 132 63 632 153 122 47 6752 206 324 161 2390
internal_count=1325059 18098 17526 17500 7705 5515 656 4859 4613 1224 2190 802 430 106 9795 3043 653 3389 246 132 63 632 153 122 47 6752 206 324 161 2390
is_linear=0
shrinkage=0.05


Tree=267
num_leaves=31
num_cat=1
split_feature=84 74 75 136 52 37 77 86 127 0 61 16 21 28 97 7 120 37 34 97 61 89 78 15 39 79 70 39 99 35
split_gain=1.6311 2.20656 1.70618 1.69954 2.44541 2.85769 3.32934 6.47212 5.49544 2.69463 2.55973 2.77675 2.55865 2.51763 2.41448 2.40852 3.63537 3.33823 2.77177 2.4832 4.51303 2.36069 2.23342 2.49754 2.85872 2.52657 2.06848 2.01593 1.92143 2.65432
threshold=0.91462561488151561 0.3654832541942597 0.81718081235885631 0 0.10500000044703485 15.34999990463257 10.664999961853029 0.92617022991180431 -0.43049471080303187 76.500000000000014 0.46001344919204717 4.8800001144409189 6.5150001049041757 1010.4500122070314 -0.15426178276538846 2.4500000476837163 -0.92384436726570118 19.150000572204593 18.750000000000004 -0.86498981714248646 0.348623737692833 -0.47303026914596552 9.8750000000000018 1.435000002384186 18.849999427795414 5.9449999332427987 183.09322357177737 11.650000095367433 -0.98710668087005604 14.050000190734865
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 -2 4 5 9 13 -8 -9 14 -6 -12 27 -7 -3 18 -17 26 19 20 21 -5 23 24 28 -26 -18 -11 29 -15
right_child=1 3 -4 15 10 6 7 8 -10 12 11 -13 -14 22 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.7402105264346544e-06 -0.0045592292947968854 0.0025517762288370209 0.0037227142225085223 0.010546490508848086 -0.0025204440565918381 -0.0037182168669338961 0.0024709527549680835 0.043127597081051634 0.0091733681897704419 0.0036599891986961947 0.015735811897768424 -0.00065062457422317274 0.008867702031663309 0.017647319193929433 0.021374591495841741 -0.0054865569208718103 0.012148568761121067 -0.010140411743284145 0.017425502052590733 -0.00075767090958025725 0.0026736373364173358 0.031674982658587397 -0.0067971939507585309 0.016412094328552486 0.017041348958931245 -0.00053787761698326762 0.00013397548156933033 -0.0040823553564567888 -0.0027475532580014559 0.0020127277321822152
leaf_weight=1306961 501 115 71 39 2603 180 102 22 26 97 26 4567 48 32 20 305 36 79 31 369 324 20 52 38 60 31 7323 631 171 179
leaf_count=1306961 501 115 71 39 2603 180 102 22 26 97 26 4567 48 32 20 305 36 79 31 369 324 20 52 38 60 31 7323 631 171 179
internal_value=-3.78773e-06 -0.000475208 -0.00353123 -0.000375468 -0.000854172 0.000790961 0.00280095 0.00959568 0.0247357 -0.00117931 -0.00126779 -0.000557864 -0.00231353 0.0014292 0.00534034 0.000130698 -0.000136387 8.30006e-05 0.00277354 0.00216954 0.00498974 0.0177087 0.00307491 0.00407951 0.00308873 0.0110528 0.00019275 -0.00305075 0.00119152 0.00438385
internal_weight=1.32506e+06 18098 572 17526 9000 1804 893 150 48 911 7196 4593 776 743 135 8526 7743 7438 783 752 383 59 563 511 473 91 7359 728 382 211
internal_count=1325059 18098 572 17526 9000 1804 893 150 48 911 7196 4593 776 743 135 8526 7743 7438 783 752 383 59 563 511 473 91 7359 728 382 211
cat_boundaries=0 1
cat_threshold=6289
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=31
num_cat=1
split_feature=84 74 31 27 30 57 73 111 91 52 35 31 52 107 25 55 136 59 30 29 85 27 72 65 52 103 76 59 7 52
split_gain=1.47206 1.99142 2.14082 1.69721 3.21782 2.63574 2.55802 2.79628 2.46748 2.34141 2.32572 2.27063 2.24145 2.56404 2.4539 2.07072 2.65001 1.99855 4.39552 2.01457 1.95212 1.94884 1.92561 1.88102 1.8221 1.75937 2.64583 1.7436 1.7309 2.40658
threshold=0.91462561488151561 0.3654832541942597 1030.4500122070315 301.50000000000006 1011.7500000000001 311.74909973144537 0.52994281053543102 0.75443130731582653 0.38284677267074591 0.82499998807907116 17.250000000000004 1021.9500122070314 5.7950000762939462 -0.61935576796531666 313.50000000000006 4.4349999427795419 0 22.602446556091312 1014.3500061035157 1012.7500000000001 0.91406062245368969 331.50000000000006 0.42389677464962011 19.23499965667725 2.5749999284744267 0.44574663043022161 21.195000648498539 275.83845520019537 6.5499999523162851 0.10500000044703485
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 -2 3 8 5 21 7 10 28 -7 22 15 13 24 -15 16 17 18 -8 -19 -20 -5 -6 25 -13 26 -18 -17 29 -3
right_child=1 2 -4 4 6 9 11 -9 -10 -11 -12 12 -14 14 -16 27 23 19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.6031997985511464e-06 -0.0033546645183607096 0.001752873123793422 0.013980079857775799 0.001242594164557705 -0.0021812450568362766 0.019343679641874938 0.021944220492150637 -0.0019327851326422806 -0.0087422640720555157 0.0043391541888316478 0.020646019137083471 -0.0029313527562667982 -0.0014678060108053615 0.0033625179752707485 0.023532577211919585 0.0028356197361823765 0.0020149025122770921 0.0040554345221316913 0.007669817385919344 -0.0013163072620450895 -0.0085780449573778454 0.011084545292676641 0.0057924223017414567 0.001582922750575937 0.013302976839244366 -0.0045043524284022474 -0.0060319653414543485 -0.00080772290509079862 -0.001642474499000991 -0.00071342709482609694
leaf_weight=1306961 572 1219 26 1537 98 39 32 235 97 78 22 56 112 25 38 550 289 200 38 1371 36 52 333 204 25 1200 158 815 3396 5245
leaf_count=1306961 572 1219 26 1537 98 39 32 235 97 78 22 56 112 25 38 550 289 200 38 1371 36 52 333 204 25 1200 158 815 3396 5245
internal_value=-3.59834e-06 -0.000451448 -0.000356695 -0.000377995 0.000187737 0.00209796 -0.00037057 0.00249291 -0.00080657 0.00934066 0.0047888 -0.000753183 0.00383721 0.00796333 0.0155286 -0.000993351 -0.00163315 -0.000182995 0.00646093 -0.000632445 -0.000234548 0.00156467 0.00397938 -0.00293017 0.00207924 -0.00350696 -0.000829404 0.000660291 -0.000728501 -0.000248325
internal_weight=1.32506e+06 18098 17526 17500 7543 1706 5837 688 9957 117 453 5149 256 144 63 4893 3528 1677 106 1571 74 1589 431 1851 81 1647 447 1365 9860 6464
internal_count=1325059 18098 17526 17500 7543 1706 5837 688 9957 117 453 5149 256 144 63 4893 3528 1677 106 1571 74 1589 431 1851 81 1647 447 1365 9860 6464
cat_boundaries=0 1
cat_threshold=87
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=31
num_cat=2
split_feature=112 106 78 136 20 120 33 124 67 17 96 6 100 20 81 23 110 4 114 75 33 13 16 60 127 75 136 96 57 126
split_gain=1.405 2.77552 3.41724 4.15564 4.41212 4.34652 3.97021 4.47781 4.00687 4.6936 4.20469 3.81572 3.81464 3.71998 3.57614 3.31875 3.44042 3.28895 3.24082 4.47578 3.09428 3.77225 3.59393 3.07846 3.7533 3.26018 3.045 2.97356 2.8256 3.78011
threshold=-0.46173103153705591 -0.58141639828681935 5.0250000953674325 0 6.8250000476837167 0.33379416167736059 17.250000000000004 0.56638467311859142 3.685000061988831 15.405000209808351 -0.97156468033790577 6.3500001430511483 0.80223330855369579 9.9849996566772479 273.23724365234381 7.8650000095367441 0.74487131834030162 2.6499999761581425 0.26722820103168493 0.52614739537239086 16.150000572204593 0.83499997854232799 13.344999790191652 0.8049091398715974 -0.35019405186176294 0.51437821984291088 1 -0.66034558415412892 201.28523254394534 -0.14780378341674802
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 1 2 2 2
left_child=-1 2 3 15 11 13 8 -8 9 12 28 23 26 20 -11 16 -2 18 -7 -20 -6 -22 -23 25 -25 -5 -4 -28 29 -10
right_child=1 -3 6 4 5 17 7 -9 10 14 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.1993071543667798e-05 0.00046319061194917942 -1.8812022633869614e-05 0.0020957714776935138 -0.0034251291756528138 0.00028157736799551197 -0.001376388886439114 0.0054386083746572802 0.00071466650485699451 0.0020563506026691678 -0.0021106542648823478 0.00045867965099987383 0.00078183412828205026 0.0047902322380082739 -0.0036168304927573143 0.0037936279461608571 0.0023698130634244169 -0.0061894536898873254 -0.0057717673252370358 0.025089387708742708 -0.004678405655305023 0.010530252238552012 -0.0021056481763811904 0.0030683856830128384 -0.023400883148941731 -0.0045732854818925266 -0.00080166537058634765 0.00035927846605232188 -0.0028058416437282056 -0.00029246939085165893 -0.0064188073122839022
leaf_weight=1172458 14395 98468 1678 2077 5954 723 989 1018 169 286 8422 1444 522 491 2483 2428 197 484 28 23 137 428 1555 36 100 2755 2919 995 803 594
leaf_count=1172458 14395 98468 1678 2077 5954 723 989 1018 169 286 8422 1444 522 491 2483 2428 197 484 28 23 137 428 1555 36 100 2755 2919 995 803 594
internal_value=-3.41843e-06 0.000139294 0.000426888 0.000112118 -0.000460063 0.000205604 0.000928261 0.00304251 0.000703403 0.00147597 1.63095e-05 -0.00148056 0.0007025 0.000608688 0.0031838 0.000657793 0.000373376 -0.00253876 -0.000517093 0.0116647 0.000865653 0.00250602 0.00195165 -0.00213815 -0.00955706 -0.00192934 0.00032092 -0.00044421 -0.00236277 -0.00454161
internal_weight=1.32506e+06 152601 54133 33255 16235 9823 20878 2007 18871 8883 9988 6412 6114 8565 2769 17020 14592 1258 774 51 8074 2120 1983 4968 136 4832 5592 3914 1566 763
internal_count=1325059 152601 54133 33255 16235 9823 20878 2007 18871 8883 9988 6412 6114 8565 2769 17020 14592 1258 774 51 8074 2120 1983 4968 136 4832 5592 3914 1566 763
cat_boundaries=0 1 2
cat_threshold=244 67
is_linear=0
shrinkage=0.05


Tree=270
num_leaves=31
num_cat=0
split_feature=60 52 97 93 22 56 57 20 76 52 69 89 63 75 11 23 15 64 20 98 23 132 53 79 27 76 4 108 55 0
split_gain=1.56392 5.34662 6.09167 4.9574 5.13998 3.40557 4.47915 4.22583 4.19024 4.14555 4.02769 3.94217 3.2724 3.47717 3.25142 3.26378 3.24175 3.30121 3.43575 3.08417 3.07309 4.16936 5.15512 4.02325 4.76647 3.69038 3.67254 3.67662 3.15123 3.18657
threshold=0.44695135951042181 5.555000066757203 -0.9528953731060027 -0.92945608496665943 9.1649999618530291 183.71875000000003 219.76566314697268 6.2249999046325692 8.4250001907348651 0.10500000044703485 316.70478820800787 0.18558440357446673 0.59726151823997509 0.32518449425697332 7.3500001430511483 6.7249999046325692 1.9750000238418581 15.175000190734865 5.9649999141693124 -0.69436275959014881 7.1849999427795419 1015.8500061035157 15.894999980926515 1.3149999976158144 286.50000000000006 1.685000002384186 3.9500000476837163 0.7603033483028413 0.82499998807907116 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 19 7 10 14 -9 -8 20 -10 -1 -14 -2 -16 -11 -18 -19 -4 28 22 26 -23 25 -25 27 -22 29 -7
right_child=5 2 3 -5 -6 6 9 8 11 16 -12 -13 13 -15 15 -17 17 18 -20 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.7045932771105613e-07 -0.001613832853193351 -0.0016371024426782199 0.00063622096008247777 -0.00052970965571851069 -0.0075251880310555326 0.0047357411233495067 0.0024892714108099255 0.00077392835449236917 0.0022854982796696515 0.0003075362047887765 0.0017583693742441635 0.0075137059007284249 0.015530121224847707 -0.00071526369166726865 0.00068403606587355472 0.011446405331004564 -0.0003749661803062837 0.0029251836557619305 8.0565283295077364e-05 0.0033422209529769611 0.00093140760299542994 -0.013676599474514231 -0.0029000180672282098 -0.007579507774885765 -0.0064051649416322345 0.0037677697693042664 -0.00052475172435835721 -0.0051859490113914941 -0.00084221308062679882 0.00013948422604772212
leaf_weight=856402 2497 10510 3407 24755 164 415 1845 6594 2317 129449 2235 427 33 17725 2012 73 48024 1069 150986 1524 14015 85 1294 91 368 337 7807 250 34195 4129
leaf_count=856402 2497 10510 3407 24755 164 415 1845 6594 2317 129449 2235 427 33 17725 2012 73 48024 1069 150986 1524 14015 85 1294 91 368 337 7807 250 34195 4129
internal_value=-2.8431e-06 -3.92373e-05 -0.00060188 -0.000237385 0.00118293 7.82338e-05 5.12534e-05 0.00084693 0.00145718 0.0001258 -0.000327502 0.00309907 -1.326e-05 -0.000685075 -0.000396742 0.00106085 0.000112567 -1.35753e-05 0.000100564 0.00147255 -0.000401518 3.99316e-05 0.000167244 -0.00333667 -0.00223253 0.00135515 0.000347067 0.000824198 -0.000677824 0.000559257
internal_weight=1.32503e+06 914520 40360 29850 5095 410514 396594 13920 9338 331373 65221 2744 874160 17758 4582 2085 329528 200079 152055 4931 62986 24247 23366 881 796 428 22072 14265 38739 4544
internal_count=1325034 914520 40360 29850 5095 410514 396594 13920 9338 331373 65221 2744 874160 17758 4582 2085 329528 200079 152055 4931 62986 24247 23366 881 796 428 22072 14265 38739 4544
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=31
num_cat=2
split_feature=60 52 99 101 56 57 20 52 69 34 54 103 91 19 75 136 16 110 30 32 39 94 43 93 54 14 63 75 136 56
split_gain=1.41144 4.82533 5.1735 4.1376 3.07353 4.04243 3.81381 3.74136 3.63499 3.22281 4.9895 4.14919 3.75522 3.12858 4.10947 4.16356 3.77297 3.66781 3.51695 3.38976 3.8589 3.13549 3.10883 3.07467 3.02369 2.98543 2.95334 3.13815 2.98187 3.46075
threshold=0.44695135951042181 5.555000066757203 -0.9336717128753661 -0.62275260686874379 183.71875000000003 219.76566314697268 6.2249999046325692 0.10500000044703485 316.70478820800787 14.449999809265138 22.685000419616703 0.4486744105815888 0.01972152199596167 15.405000209808351 0.79163551330566417 0 11.120000362396242 0.62598055601120006 1023.9500122070314 19.349999427795414 17.44999980926514 0.9096655845642091 16.849999427795414 0.83752971887588512 3.3349999189376835 1.1749999523162844 0.59726151823997509 0.32518449425697332 1 188.77679443359378
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 1 2
left_child=1 26 -3 -4 6 8 -2 -7 -6 10 12 -11 25 14 15 16 -9 22 19 20 23 -17 -16 -18 -10 -8 -1 -28 29 -29
right_child=4 2 3 -5 5 7 9 13 24 11 -12 -13 -14 -15 17 21 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=6.3693703674212673e-07 -0.00037690505862715659 -0.0014098167457019294 0.001868357971131358 -0.00037077298474643799 -0.00038144178299559343 0.0023648078567772754 -0.0015261254937427807 0.00012330098958780671 -0.0007570831881167562 0.0012660406364449778 -0.013955060479805825 -0.0023251017847135931 0.0046554528498410882 -0.00024384534057846487 0.00014574918475563012 0.00019086700391076237 0.0012055346088109869 -0.00039704908225289049 -0.0004056665741400705 0.019272825164863699 -0.0036668727804935772 -0.0022388845333155944 0.012616020093671979 0.0049042085008147935 0.0030637186938157089 0.002240879489944655 0.014753615336887765 0.001893649217256402 -0.0011001521840626506 -0.00072564649530043742
leaf_weight=856402 4582 12646 2245 25469 62986 1845 642 16451 815 3325 47 1061 1353 53285 117420 66060 28964 41237 3707 26 400 1355 50 573 1420 2910 33 2099 12467 3159
leaf_count=856402 4582 12646 2245 25469 62986 1845 642 16451 815 3325 47 1061 1353 53285 117420 66060 28964 41237 3707 26 400 1355 50 573 1420 2910 33 2099 12467 3159
internal_value=-2.70094e-06 -3.72754e-05 -0.000571786 -0.00018939 7.43221e-05 4.86907e-05 0.000804583 0.00011951 -0.000311127 0.00138432 0.00225851 0.000397322 0.00241387 0.000106939 0.000174603 0.000398696 0.000743775 8.64207e-06 0.00104716 0.0012269 0.00121123 0.000142009 0.000151057 0.00127729 0.00167045 0.00156002 -1.2597e-05 -0.000650821 -0.000679501 0.000319372
internal_weight=1.32503e+06 914520 40360 27714 410514 396594 13920 331373 65221 9338 4952 4386 4905 329528 276243 117536 50121 158707 33670 29963 29937 67415 117470 29537 2235 3552 874160 17758 17725 5258
internal_count=1325034 914520 40360 27714 410514 396594 13920 331373 65221 9338 4952 4386 4905 329528 276243 117536 50121 158707 33670 29963 29937 67415 117470 29537 2235 3552 874160 17758 17725 5258
cat_boundaries=0 1 2
cat_threshold=912 532
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=31
num_cat=2
split_feature=60 52 97 89 63 85 36 98 69 25 91 60 36 123 55 21 32 136 136 34 38 89 83 110 30 78 127 36 4 31
split_gain=1.27384 4.35485 5.24846 4.45007 2.96482 2.95778 3.58578 3.093 3.07607 4.14366 3.01988 3.62765 3.00363 3.23446 2.8876 3.9898 2.8869 3.57912 3.23221 3.72816 4.73891 3.51923 3.34158 3.98879 6.52003 3.77197 3.01419 8.21167 5.31647 4.15399
threshold=0.44695135951042181 5.555000066757203 -0.9528953731060027 -0.37278743088245386 0.49632214009761816 0.86060091853141796 11.34999990463257 -0.70959928631782521 336.91096496582037 339.50000000000006 -0.96711033582687367 0.30800862610340124 14.250000000000002 -0.39873388409614557 13.59500026702881 8.1549997329711932 10.150000095367433 0 1 17.550000190734867 18.349999427795414 0.092179354280233397 316.72393798828131 0.033761909231543548 1010.4500122070314 10.265000343322756 -0.52247866988182057 17.650000572204593 4.6499998569488534 1018.8500061035157
decision_type=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 2 2 2
left_child=1 -1 4 -4 -3 7 -7 12 9 -8 11 -9 14 -14 15 -5 17 -2 19 20 21 26 23 24 -21 -26 27 28 29 -18
right_child=16 2 3 5 -6 6 8 10 -10 -11 -12 -13 13 -15 -16 -17 18 -19 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.1967789920221628e-05 0.00059801020318599857 -0.0020490186525552291 -0.00059282995398089386 -0.0024867815841956341 -0.00020988744655601861 -0.0055582255502629688 0.0028553860270932336 0.028381778122413728 -0.012212041905855365 0.01953099170258563 0.0010170917634491831 0.0048703876313132555 0.0021611301976222092 -0.0023032942699233463 0.0032442440205745198 -0.011416135526441152 0.0015041159342135217 -0.00046472509364525505 -5.3873041064115206e-05 0.017183508878597657 -0.0053403118828628119 0.0018091460320866235 -0.0039888337711635243 0.0044592818410938958 -0.0073747870218897936 0.0086559872952586218 0.0001121158133783788 0.010928220361780806 -9.1358617789853425e-06 -0.00012295303557664558
leaf_weight=874160 9667 7396 21263 1051 3114 133 1895 21 33 38 3293 75 1074 652 180 142 15924 43729 150999 39 381 3517 177 1297 221 44 157279 191 21844 5205
leaf_count=874160 9667 7396 21263 1051 3114 133 1895 21 33 38 3293 75 1074 652 180 142 15924 43729 150999 39 381 3517 177 1297 221 44 157279 191 21844 5205
internal_value=-2.56631e-06 -3.54122e-05 -0.000543197 -0.000204868 -0.0015041 0.000755799 0.00238728 0.000227983 0.00292479 0.0031832 0.00127193 0.0100135 -0.000913659 0.000474685 -0.00265895 -0.00354962 7.0606e-05 -0.000272299 0.000121877 0.000250618 0.000230795 0.000241202 0.00253029 0.00325102 -0.00190397 -0.00471307 0.00021369 0.000583804 0.000537826 0.0011033
internal_weight=1.32503e+06 914520 40360 29850 10510 8587 2099 6488 1966 1933 3389 96 3099 1726 1373 1193 410514 53396 357118 206119 204341 203960 1778 1601 304 265 200443 43164 42973 21129
internal_count=1325034 914520 40360 29850 10510 8587 2099 6488 1966 1933 3389 96 3099 1726 1373 1193 410514 53396 357118 206119 204341 203960 1778 1601 304 265 200443 43164 42973 21129
cat_boundaries=0 1 2
cat_threshold=7220 978
is_linear=0
shrinkage=0.05


Tree=273
num_leaves=31
num_cat=3
split_feature=65 111 136 55 32 75 136 36 53 87 121 71 60 28 107 70 96 36 3 99 67 64 4 60 94 63 97 136 126 55
split_gain=1.23522 4.17833 3.0941 2.80557 3.26936 2.79515 2.66481 2.92708 2.97562 3.2772 2.79812 2.65613 4.94518 2.75164 2.68857 3.19457 2.5581 2.86434 2.46381 2.71064 2.28566 4.88989 3.04006 3.49126 3.46975 3.69437 3.23768 3.0417 3.20119 4.14477
threshold=36.444999694824226 0.76950776576995861 0 11.335000038146974 12.84999990463257 0.90206781029701244 1 9.0500001907348651 0.89499998092651378 0.84578451514244091 -0.94260558485984791 320.62976074218756 0.40761007368564611 1013.9500122070314 -0.7463681399822234 325.64221191406256 -0.67565941810607899 9.1500000953674334 331.50000000000006 -0.81977835297584523 17.105000495910648 13.215000152587892 7.6499998569488534 0.44478327035903936 -0.7158498466014861 0.40494665503501898 -0.3436367660760879 2 -0.13052122294902799 3.185000061988831
decision_type=2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=20 2 3 4 11 -6 10 -8 9 -9 -3 14 13 -13 -2 18 -4 -18 -16 -20 -1 -22 23 26 25 -24 27 28 -23 -30
right_child=1 6 16 -5 5 -7 7 8 -10 -11 -12 12 -14 -15 15 -17 17 -19 19 -21 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.4247319372389233e-06 0.0016123365235111112 -0.01118975583609777 0.00017073467601147946 0.00051979375331923799 0.00285948692759105 0.0092233646890254681 0.0087518088017286885 0.021837004982600258 -0.0005350580465494836 0.0030759563777541768 -0.0018535855462210459 0.007937967094817552 0.00030046772064739154 0.029719160918692325 -0.0027500108843405233 0.015474184719776666 0.0084119942404296526 -0.0018574207238429661 0.018439465041818291 0.0001414042040914186 -0.00080607329517057118 0.0011535986795980903 0.0056021597183626981 -9.1043655118573595e-05 0.00023456134674523346 0.00037318410131762148 0.0022578135192957414 -0.0027295247254334088 0.00071487198476789847 -0.0022355217040439103
leaf_weight=1128524 2086 83 29213 19756 1628 193 89 28 6798 138 2426 29 95 29 917 27 70 2264 29 67 27343 1673 634 59331 31829 723 683 2706 1711 3912
leaf_count=1128524 2086 83 29213 19756 1628 193 89 28 6798 138 2426 29 95 29 917 27 70 2264 29 67 27343 1673 634 59331 31829 723 683 2706 1711 3912
internal_value=-2.43796e-06 0.000208472 0.000372319 0.000789375 0.00183521 0.00353397 -0.000758005 -0.000258034 -0.000373551 0.00624047 -0.00215385 0.000891795 0.00732419 0.0188286 0.000576966 -0.00149975 4.34551e-05 -0.00154943 -0.00195216 0.00566894 -1.34879e-05 -0.000211561 -5.40476e-05 -0.000240877 0.000340126 0.0028162 -0.00107286 -0.0013003 -0.000765432 -0.00133776
internal_weight=1.32503e+06 65965 56403 24856 5100 1821 9562 7053 6964 166 2509 3279 153 58 3126 1040 31547 2334 1013 96 1.25907e+06 130545 103202 70016 33186 1357 10685 10002 7296 5623
internal_count=1325034 65965 56403 24856 5100 1821 9562 7053 6964 166 2509 3279 153 58 3126 1040 31547 2334 1013 96 1259069 130545 103202 70016 33186 1357 10685 10002 7296 5623
cat_boundaries=0 1 2 3
cat_threshold=1361 1217 2947
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=31
num_cat=0
split_feature=18 118 110 55 80 63 86 135 117 31 67 19 15 35 88 105 6 66 75 71 20 23 41 67 56 52 60 61 52 15
split_gain=1.23329 3.1117 3.82666 3.005 2.96725 3.96623 2.9128 2.80516 2.63334 3.52777 2.61432 2.15141 2.13988 2.10995 2.07497 2.25537 2.10199 1.95155 1.9155 2.18894 1.89671 2.18437 1.88396 1.84757 1.80928 6.49462 4.14556 5.19657 4.73474 4.02643
threshold=16.335000038146976 -0.88697704672813404 0.2378509342670441 28.265000343322757 244.67799377441409 0.53035050630569469 0.83575740456581127 1017.4500122070314 -0.73724925518035878 1019.2500000000001 3.685000061988831 19.524999618530277 2.4650000333786015 17.650000572204593 -0.80766260623931874 -0.99010965228080738 1.4499999880790713 6.6549999713897714 0.64646899700164806 301.24645996093756 8.5850000381469744 5.3849999904632577 10.250000000000002 5.055000066757203 228.8271179199219 0.10500000044703485 0.28605814278125768 0.44447030127048498 5.0250000953674325 1.985000014305115
decision_type=2 2 2 2 2 2 2 2 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 14 6 -3 8 18 10 11 -10 12 17 20 -12 -2 -16 -17 -6 19 -4 21 -8 -23 -9 -1 -26 -27 28 -28 -29
right_child=1 4 3 -5 5 -7 7 23 9 -11 13 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 25 26 27 29 -30 -31
leaf_value=-3.5466854811932524e-05 -0.0013194077194718457 -2.7916152088265384e-05 -2.5397122098537492e-06 -0.0070798824074154252 0.00096445683567670008 -0.00023509102613816779 -0.00056547900347114603 0.0062393426828618558 -0.00261662155807971 -0.0005545342070532776 -0.00080154614942136145 -0.0079753006223398145 0.019024798061166491 0.0096361908568617181 0.0012200198139033442 -0.00024448905405587877 0.0069105637306783544 -0.0049772766275952259 -0.0022911178314056978 0.0059866311419635825 -0.0083764024101482294 0.0041416161311467704 0.01781751841593247 0.024403114375170499 0.0016227970352835344 0.00064186546859771535 -6.7194541629018282e-05 0.00037321287976538542 -0.00079454057284806612 -8.0886131023365722e-06
leaf_weight=811437 237 30668 6918 140 1756 15361 276 42 5586 3299 956 78 21 51 495 125 574 150 924 156 36 801 26 21 6805 29189 84260 111479 30464 182703
leaf_count=811437 237 30668 6918 140 1756 15361 276 42 5586 3299 956 78 21 51 495 125 574 150 924 156 36 801 26 21 6805 29189 84260 111479 30464 182703
internal_value=-2.3171e-06 -0.000208605 0.000530363 0.000195837 -0.000361846 -0.000752275 0.000295427 0.0018934 -0.0014832 -0.00185097 0.00159103 0.000163771 0.00320913 -0.000272922 0.0029541 0.00380236 0.00563105 0.000496849 -0.000150119 0.000129537 0.00291753 0.00328614 0.00457157 0.0122939 8.96281e-06 8.99965e-05 6.61872e-05 2.50935e-05 -0.000260335 0.000136404
internal_weight=1.32503e+06 68697 11799 10368 56898 26230 10228 2230 10869 8885 2167 1984 1160 1007 1431 1194 699 1906 7998 7074 1139 1103 827 63 1.25634e+06 444900 438095 408906 114724 294182
internal_count=1325034 68697 11799 10368 56898 26230 10228 2230 10869 8885 2167 1984 1160 1007 1431 1194 699 1906 7998 7074 1139 1103 827 63 1256337 444900 438095 408906 114724 294182
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=31
num_cat=0
split_feature=79 39 89 79 41 0 55 33 82 35 37 96 36 28 11 21 67 107 4 103 5 31 11 31 84 10 59 11 5 10
split_gain=1.27503 3.87693 3.51255 2.26985 4.0117 3.44277 5.80843 6.82687 3.99791 6.03776 4.00515 3.92015 3.49282 3.40825 3.39207 4.56584 5.96084 3.38141 3.30252 5.83937 3.20442 3.27654 3.13427 3.63152 3.11855 3.11408 3.20085 3.09528 3.0699 2.94763
threshold=47.764999389648445 6.9500000476837167 -0.50051984190940846 23.394999504089359 13.050000190734865 300.50000000000006 9.4849996566772479 1.0000000180025095e-35 322.23066711425787 13.449999809265138 13.449999809265138 -0.57658773660659779 19.849999427795414 1015.9500122070314 5.2500000000000009 5.8949999809265146 1.1150000095367434 -0.75484624505043019 14.84999990463257 0.90875717997550975 15.750000000000002 1023.8500061035157 2.8500000238418584 1014.3500061035157 0.858177810907364 6.8500001430511483 207.33719635009768 14.550000190734865 10.650000095367433 5.3500001430511483
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 12 7 -7 20 11 14 -10 -5 24 -11 16 -16 -13 22 -20 21 -9 23 -19 28 -26 -27 -18 -6 -17
right_child=1 -3 -4 4 13 6 -8 8 9 10 -12 17 -14 -15 15 29 27 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.6304728005885944e-05 0.019682739514180207 -0.00059248025580401886 -0.0051715898349704121 -0.00013175597391639751 -0.00087614509962457296 0.0065470163559197174 -0.0002106565664948608 0.0012938272990851601 -0.001905849510627562 0.021708870178152775 0.00065306902029839517 0.021074645612388851 -0.011733153607123174 -0.0090043738981088004 -0.0082246907473522788 0.017293135790775221 0.0052782547962240091 0.026375616838534673 0.0034869012551085239 0.030699031500388746 -0.0055628613045634913 -0.0031128742515520997 -0.00026743636522434731 -0.0014275171105628428 0.033343806783668696 0.026934764855964619 0.0040486326627433306 0.014847638894157494 0.018653737640796374 -0.00082037018963767758
leaf_weight=1228596 44 11591 21 34512 89 526 18637 22176 3874 29 1787 20 65 30 49 24 157 24 138 23 176 430 2408 23 20 22 50 183 26 350
leaf_count=1228596 44 11591 21 34512 89 526 18637 22176 3874 29 1787 20 65 30 49 24 157 24 138 23 176 430 2408 23 20 22 50 183 26 350
internal_value=-3.55324e-06 -0.000524194 0.0116529 1.0636e-06 0.000249627 0.000231643 0.000492633 0.000897214 0.000803969 -8.26286e-05 0.00196483 -0.000893749 -0.000153565 0.00674583 0.00492457 0.00428663 0.00807916 0.000593687 0.000437104 0.00737435 0.00115768 0.00121001 -1.78431e-05 0.0127698 0.00902847 0.0158899 0.0110416 0.0104288 0.00353931 0.000341994
internal_weight=1.3261e+06 11656 65 1.31444e+06 85848 85611 51034 32397 31871 9089 2579 6510 34577 237 792 763 389 2636 2616 161 22782 22606 2455 47 207 92 72 340 115 374
internal_count=1326100 11656 65 1314444 85848 85611 51034 32397 31871 9089 2579 6510 34577 237 792 763 389 2636 2616 161 22782 22606 2455 47 207 92 72 340 115 374
is_linear=0
shrinkage=0.05


Tree=276
num_leaves=31
num_cat=0
split_feature=39 90 20 87 88 110 64 97 119 20 68 65 72 14 30 70 112 35 12 8 69 62 105 68 86 56 76 12 121 127
split_gain=1.208 4.11 2.71825 2.68873 2.8135 2.17605 1.57769 1.53578 1.48979 1.26193 1.18507 2.81001 3.45051 3.24599 3.06998 2.98091 2.65615 2.44853 2.42362 2.28755 2.46836 2.79163 4.06357 2.21939 3.99964 2.64596 2.57261 3.37949 2.69294 2.80049
threshold=23.150000572204593 -0.93846195936202992 4.9649999141693124 0.82531613111495983 -0.76367321610450734 -0.23284107446670529 0.90500000119209301 -0.60579106211662281 -0.60873827338218678 5.5050001144409189 330.43556213378912 6.3450000286102304 0.31239318847656256 1.6150000095367434 1019.7500000000001 318.41830444335943 -0.8338540494441985 14.750000000000002 0.83499997854232799 16.849999427795414 277.47016906738287 0.32476773858070379 -0.26241734623908991 333.20463562011724 0.88797876238822948 155.41205596923831 34.215000152587898 2.6450001001358037 -0.30069434642791742 -0.26722820103168482
decision_type=2 2 2 2 2 2 2 2 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 4 -4 -6 7 -7 -8 -5 -1 12 16 15 18 -13 -12 -17 -14 23 -21 22 -22 24 26 -26 28 -28 29 -20
right_child=1 2 3 9 5 6 8 -9 -10 -11 11 13 14 -15 -16 17 -18 -19 19 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-8.7431362818448222e-06 0.019071151002529353 0.016439795217411301 0.012908518119715155 -0.019114272872155363 0.0077634582118619056 0.014477787567302586 -0.0088353546132566418 6.5700927319272244e-05 0.0027532453481585555 -0.0039925442955053942 0.0055251474792183015 -0.00051037338610316067 -0.0094655894181307626 -0.00034434137224448091 0.0052730370221886411 0.014738009665161374 -0.0051654329064357843 -0.0045103974966332321 0.022942674944975549 -0.0077655552886426449 0.032727963054695955 0.0020430015738714825 0.0075762903051716946 0.00049468217857523845 -0.01495560565231634 0.00014102635165566909 0.026488933747168632 0.0013620831553176371 0.00072363807536021348 0.0062745489972041383
leaf_weight=1314534 34 28 50 22 84 20 96 244 39 37 72 97 51 6335 585 95 301 20 28 22 26 55 42 2431 35 170 32 23 240 252
leaf_count=1314534 34 28 50 22 84 20 96 244 39 37 72 97 51 6335 585 95 301 20 28 22 26 55 42 2431 35 170 32 23 240 252
internal_value=-3.37558e-06 0.00214499 0.00121678 0.00049677 0.00161787 0.000449068 -0.0010908 0.00115753 -0.00548754 -0.00963115 -4.43562e-06 0.000514477 0.00149713 -0.000140676 0.00192684 0.00594527 -0.00310184 0.0113905 0.00135229 0.00151668 0.00765968 0.0104187 0.0171931 0.00123928 0.00355994 -0.00243645 0.00569779 0.0159813 0.0046101 0.00794136
internal_weight=1.3261e+06 654 620 592 533 483 399 264 135 59 1.32545e+06 10912 4365 6547 3992 212 373 115 3407 3356 145 123 68 3211 780 205 575 55 520 280
internal_count=1326100 654 620 592 533 483 399 264 135 59 1325446 10912 4365 6547 3992 212 373 115 3407 3356 145 123 68 3211 780 205 575 55 520 280
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=31
num_cat=1
split_feature=126 136 95 64 39 115 33 71 104 34 40 40 114 8 112 15 59 106 90 99 84 78 54 25 60 35 61 104 96 76
split_gain=1.27444 4.66753 4.5524 3.20931 3.20422 2.93116 2.92063 2.79092 2.55124 2.51491 2.77189 2.57778 2.42946 2.19507 2.07383 3.20889 3.09476 2.95132 2.10745 2.16015 2.04682 2.51965 2.13257 2.07306 2.32042 2.01549 2.17248 1.92259 1.86522 1.82053
threshold=0.87878364324569713 0 -0.58381727337837208 1.185000002384186 10.449999809265138 0.35019405186176306 10.750000000000002 307.68888854980474 -0.72362270951271046 17.250000000000004 18.94999980926514 13.449999809265138 -0.68832838535308827 12.34999990463257 -0.59480014443397511 1.5149999856948855 173.7621765136719 -0.72846823930740345 -0.82615026831626881 -0.88591682910919178 0.86499127745628368 21.314999580383304 1.4950000047683718 159.50000000000003 0.3234990537166596 20.349999427795414 0.40498791635036474 -0.79186180233955372 -0.99539530277252186 5.1050000190734872
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 6 12 -4 -6 -8 11 25 -3 20 -9 15 -14 -17 29 -19 -20 21 23 -23 -5 -25 -11 -27 -21 -22 -16
right_child=1 2 4 5 7 -7 8 13 -10 10 -12 -13 14 -15 17 16 -18 18 19 27 28 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.9694489863722589e-05 3.8414379333959116e-05 -0.00011840178304023677 0.0010942022188751529 0.0085610309821170048 -0.00019524357511283184 0.0051274428881137382 0.011190480867652453 -0.0015793120580978371 -0.00064639800659631926 0.002371931276368644 -0.014422219572588803 -0.0058632105803247715 -0.0044628489464149232 0.00095527956454841037 0.0001357484426572834 0.00803690226703376 -0.0011750362181600733 -0.0074705025950056875 0.0078775370191278612 -0.0094538408176352579 0.0031551374478801862 0.018148598041046748 0.00047128363252053722 -0.0069941180687710068 -0.0032107492343750252 0.0058806853362030412 0.023378405452240261 0.0028018811545027552 -0.0019051811386078693 -0.0038376463384691625
leaf_weight=1088491 165332 2231 1529 34 50893 151 142 6350 67 484 22 214 807 987 960 103 794 43 218 36 198 22 76 489 2367 68 24 288 2268 412
leaf_count=1088491 165332 2231 1529 34 50893 151 142 6350 67 484 22 214 807 987 960 103 794 43 218 36 198 22 76 489 2367 68 24 288 2268 412
internal_value=-3.2068e-06 -0.000108118 -0.000443252 -0.00131918 -0.000263533 -0.00178185 0.001852 -0.000326675 0.00739588 8.96526e-05 0.00299614 -0.000621219 -0.00189631 -0.00123835 -0.000899976 -0.00217529 -0.000117255 0.000210467 0.00318406 0.00402935 -0.0025651 -0.00344505 0.00443966 -0.00371242 -0.00385853 0.00366143 0.0104453 0.00144013 -0.00149888 -0.00105743
internal_weight=1.3261e+06 237609 72277 12309 59968 9266 1738 58230 209 3043 598 2445 9115 7337 3661 1704 897 1957 585 542 5454 2988 98 2890 2856 576 92 324 2466 1372
internal_count=1326100 237609 72277 12309 59968 9266 1738 58230 209 3043 598 2445 9115 7337 3661 1704 897 1957 585 542 5454 2988 98 2890 2856 576 92 324 2466 1372
cat_boundaries=0 1
cat_threshold=2461
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=31
num_cat=1
split_feature=79 39 89 79 20 107 63 23 136 20 72 30 3 89 66 94 73 106 115 111 40 127 63 7 90 21 57 22 28 118
split_gain=1.15811 3.49799 3.16947 2.04434 3.90472 3.59663 4.32478 4.1859 4.40441 3.40026 3.2919 4.75756 3.13215 3.27766 2.98334 3.15814 3.11169 2.88223 2.88206 3.09617 2.81456 2.78119 2.71756 2.65845 2.94918 2.61171 4.20113 2.5829 3.4474 4.11283
threshold=47.764999389648445 6.9500000476837167 -0.50051984190940846 23.394999504089359 7.1649999618530282 -0.666308432817459 0.33887189626693731 6.1050000190734872 0 5.1749999523162851 0.42389677464962011 1016.0499877929689 310.50000000000006 -0.93289202451705922 41.745000839233406 0.28743173182010656 0.56512656807899486 -0.55498144030570973 -0.33379416167736048 0.99499687552452099 12.949999809265138 0.99901017546653759 0.29398004710674291 10.650000095367433 -0.69051697850227345 5.4549999237060556 282.33775329589849 5.4049999713897714 1012.7500000000001 0.70088258385658275
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=3 2 -2 -1 5 6 7 -5 -9 18 11 27 -13 25 15 17 22 -10 -7 -20 -8 -12 -17 -16 -25 -14 -27 -11 -29 -30
right_child=1 -3 -4 4 -6 9 20 8 14 10 21 12 13 -15 23 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-1.5129369995161579e-05 0.018695063918659632 -0.00056410502894556119 -0.0049142710626169685 0.00083360931481242918 -0.0001957725454261774 -0.0035517668638863119 0.00044946305999813297 -0.0031456288689058519 0.0040648989756234925 0.0081191810451212675 -5.4839969921284776e-05 -0.0075865997124111772 0.023515810813430862 -0.0012805287454658097 0.0025111821688672837 0.003160597006903916 -1.1448382768112381e-05 0.020801677390073353 0.0067048851732934124 -0.0097239944773415739 0.010716004463246288 0.0030579176778676824 0.023824793150505195 0.025764382405336513 0.0038858666045901678 -0.0047630768531234935 0.019340353247878677 -0.00085600544031380903 -0.0019386127032918034 0.0072680311979431604
leaf_weight=1228596 44 11591 21 4474 32408 1013 18471 258 2416 283 22719 151 23 448 48 41 852 26 141 36 67 741 26 43 24 48 29 409 161 492
leaf_count=1228596 44 11591 21 4474 32408 1013 18471 258 2416 283 22719 151 23 448 48 41 852 26 141 36 67 741 26 43 24 48 29 409 161 492
internal_value=-3.04645e-06 -0.000499241 0.0110674 1.35363e-06 0.000237247 0.000499846 0.000909636 0.00186515 0.00310111 8.92569e-05 0.000211153 0.00213563 -0.00121051 0.000546404 0.00356356 0.00330286 0.000804434 0.0042431 -0.00252321 0.00336342 0.000486568 4.34786e-05 0.0111795 0.0114927 0.0179273 0.00873106 0.00431484 0.00387463 0.00274355 0.00499809
internal_weight=1.3261e+06 11656 65 1.31444e+06 85848 53440 26746 8208 3734 26694 25504 2044 699 548 3476 3361 919 2442 1190 177 18538 23460 67 115 67 100 77 1345 1062 653
internal_count=1326100 11656 65 1314444 85848 53440 26746 8208 3734 26694 25504 2044 699 548 3476 3361 919 2442 1190 177 18538 23460 67 115 67 100 77 1345 1062 653
cat_boundaries=0 1
cat_threshold=1028
is_linear=0
shrinkage=0.05


Tree=279
num_leaves=31
num_cat=2
split_feature=126 136 95 99 39 34 71 85 25 60 8 136 21 39 20 99 116 110 61 98 30 81 34 9 80 61 90 53 22 125
split_gain=1.15273 4.21079 4.12402 2.96841 2.87724 2.70256 2.51801 2.16648 2.77047 2.17262 1.98444 1.94913 2.47427 1.90991 2.11758 1.85394 2.24631 2.59124 1.83033 2.0332 2.03005 1.98653 2.08581 1.90321 1.83628 1.79242 1.71041 3.78385 3.72436 3.08229
threshold=0.87878364324569713 0 -0.58381727337837208 -0.68656229972839344 10.449999809265138 10.550000190734865 307.68888854980474 0.88491502404212963 192.50000000000003 0.69048836827278148 12.34999990463257 1 6.3750000000000009 8.7500000000000018 6.0250000953674325 -0.78864341974258412 -0.96811076998710621 0.68674373626708995 0.3867319524288178 -0.99859660863876332 1014.1499938964845 271.09165954589849 15.949999809265138 4.6499998569488534 264.08569335937506 0.24587377905845645 0.089392032474279418 1.4149999618530276 4.5750000476837167 0.82409480214118969
decision_type=2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 7 5 13 -6 8 11 -10 -8 12 -3 14 -4 16 17 -13 -5 -20 21 23 -23 -21 -22 -9 -2 28 -28 -29
right_child=1 2 4 18 6 -7 10 25 9 -11 -12 15 -14 -15 -16 -17 -18 -19 19 20 24 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=1.8885047000745692e-05 6.2167287110158012e-05 0.019371088427202456 -0.0043930013664065437 -0.0013595417210180356 -0.00018492527355118643 0.0064663455154489223 -0.001499911312230354 -0.0088130193548735056 -0.0028919601269777806 -0.00018292247586688298 0.00091001257982149602 0.0011817659567908293 0.0022948297333043022 0.00052619403218314299 0.014527143196202817 -0.0056839681932343124 -0.001931583765064083 0.011528263677916442 0.01637105184861205 0.0086980732236174776 -0.0058460590411710594 0.0035102322200603838 -0.0039916061841801789 -0.0025456424002819091 0.00046628552361227603 -0.00012914532338803209 0.013987495045044594 0.00093553717343147378 5.6027630167553926e-05 -0.0039125267797966903
leaf_weight=1088491 161228 29 21 1114 50893 259 6350 61 5271 861 987 297 79 1408 50 147 460 76 22 207 135 282 138 46 786 2298 49 435 2289 1331
leaf_count=1088491 161228 29 21 1114 50893 259 6350 61 5271 861 987 297 79 1408 50 147 460 76 22 207 135 282 138 46 786 2298 49 435 2289 1331
internal_value=-2.89531e-06 -0.000102672 -0.000420986 -0.00125468 -0.000249931 0.00175476 -0.000309766 -0.0016692 -0.00209902 -0.00251158 -0.00117572 0.000226208 0.00629706 0.000929672 0.00893104 -0.000501959 0.000406487 0.0032899 0.000199766 0.00127469 0.00106633 0.00315371 0.00104534 0.00665376 -0.000458977 -0.000353697 3.65069e-05 -0.000971486 0.000348004 -0.00271835
internal_weight=1.3261e+06 237609 72277 12309 59968 1738 58230 9579 7220 6132 7337 1088 108 1479 71 980 833 373 2730 1616 1594 673 420 253 921 2359 165332 4104 2338 1766
internal_count=1326100 237609 72277 12309 59968 1738 58230 9579 7220 6132 7337 1088 108 1479 71 980 833 373 2730 1616 1594 673 420 253 921 2359 165332 4104 2338 1766
cat_boundaries=0 1 2
cat_threshold=2461 4098
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=31
num_cat=0
split_feature=128 128 37 55 103 129 12 84 88 53 86 112 102 89 101 33 38 111 99 54 38 99 66 19 69 7 106 118 36 66
split_gain=1.24013 1.42201 3.39021 3.44764 3.41379 3.11029 3.60321 3.42679 3.06865 2.79212 2.80993 2.72165 4.62601 2.82642 3.34919 2.70903 2.56985 2.93593 2.56972 2.48256 3.69667 2.44519 3.72321 2.46396 2.5109 2.30926 2.28754 2.27537 5.03828 3.67686
threshold=343.50000000000006 316.50000000000006 16.650000572204593 0.2650000005960465 0.88557359576225292 51.500000000000007 1.0950000286102297 0.82367289066314708 -0.6315661072731017 5.2850000858306894 0.90142565965652477 -0.76037701964378346 -0.11861227452754973 -0.64718082547187794 -0.94294232130050648 14.650000095367433 15.150000095367433 0.51460525393486034 -0.96761643886566151 1.0149999856948855 16.050000190734867 -0.99322474002838124 9.8150000572204608 18.219999313354496 298.32702636718756 2.2500000000000004 -0.89731290936470021 -0.3172925859689712 15.750000000000002 1.9450000524520876
decision_type=2 2 2 2 2 2 2 2 2 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 15 -1 7 8 -7 10 11 12 16 -13 -15 19 -8 -18 -4 20 -5 22 -17 -23 -25 -16 -14 28 -21 -29
right_child=-2 2 18 4 -6 6 9 -9 -10 -11 -12 13 26 14 25 21 17 -19 -20 27 -22 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=8.9166431737275735e-06 -0.001012296725968872 -0.0046413373717375415 -0.002620686314526006 -0.0018154417724488019 0.0097351924530515565 -0.0021659544549929347 0.0019522932450206061 0.0012932074720699729 -0.0089390059920107425 -2.5267749887879681e-06 0.0022671269504258621 -0.0010250195920948914 -0.0033879013031787863 0.01450805135233247 -0.0077269826673761173 0.0014401591352411899 0.020146504923701288 0.0032561580826229648 0.0058412173043281782 -6.1346679421694068e-05 0.016551611722180889 -0.0017443772152222351 0.021355550988976443 0.00091486001024455865 0.021382054058915897 -0.0033275269707935652 -0.00015568613325908512 0.003886415393226884 -0.010494816067534709 0.00081112191310274699
leaf_weight=1289171 2996 342 111 1268 98 331 230 248 338 10031 479 1100 896 23 438 145 50 53 468 1123 28 2419 28 43 23 935 1407 1078 129 9880
leaf_count=1289171 2996 342 111 1268 98 331 230 248 338 10031 479 1100 896 23 438 145 50 53 468 1123 28 2419 28 43 23 935 1407 1078 129 9880
internal_value=3.81626e-06 6.11745e-06 0.000458008 0.000326858 0.000431342 1.70719e-07 -0.000680727 -0.00372694 -0.00558791 -0.000502146 -0.00139533 -0.00173717 -0.000616723 -0.00292047 -0.00441402 0.000374934 0.00489168 0.0114554 0.00421899 0.00066209 -0.00141862 -0.00108418 0.00466346 -0.00148431 0.00804737 -0.00473099 -0.0014132 0.000882942 -0.00113636 0.00111366
internal_weight=1.32591e+06 1.32291e+06 17183 16604 16262 1.30573e+06 16559 917 669 15642 5611 5132 2636 2496 1396 16164 333 103 579 13506 1296 2658 173 2485 66 1373 2303 12210 1252 10958
internal_count=1325909 1322913 17183 16604 16262 1305730 16559 917 669 15642 5611 5132 2636 2496 1396 16164 333 103 579 13506 1296 2658 173 2485 66 1373 2303 12210 1252 10958
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=31
num_cat=0
split_feature=59 59 16 36 107 92 76 31 120 60 31 38 67 67 39 19 75 64 33 83 25 35 42 101 123 2 71 63 16 28
split_gain=1.16601 3.63914 3.97408 4.52548 5.44551 4.60861 3.97306 4.10071 4.03775 3.73654 3.68681 4.25346 4.31675 4.20978 6.51654 3.65954 3.4401 3.98139 5.06012 3.36265 3.12545 3.12335 3.07753 2.9829 4.26634 2.9663 3.553 2.96415 3.76742 3.55951
threshold=235.00263977050784 256.40499877929693 11.120000362396242 11.150000095367433 -0.97665894031524647 -0.97932615876197804 30.414999961853031 1029.9500122070315 -0.38266885280609125 0.23183062672615054 1012.4500122070314 15.150000095367433 4.4249999523162851 10.775000095367433 13.050000190734865 15.405000209808351 0.92625096440315258 31.505000114440922 11.550000190734865 305.19848632812506 21.500000000000004 19.050000190734867 10.650000095367433 -0.51501604914665211 -0.52247866988182057 347.50000000000006 263.22128295898443 0.75129994750022899 14.550000190734865 1012.4500122070314
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 -8 -7 11 16 -13 14 19 27 20 -18 -19 -12 -6 -17 -22 24 -21 -25 -27 28 29 -4
right_child=1 2 15 4 10 9 7 -9 -10 -11 13 12 -14 -15 -16 21 17 18 -20 23 22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-3.0163931750194123e-05 0.00040192753457720726 -4.9131109659366522e-05 0.001289390031046432 -0.004717861984774252 0.0136279246957901 0.0026556121877514584 0.0021751858920138387 0.021434851005673411 5.4618204327299381e-05 0.00029953678310514024 -0.00045388640438285026 -0.00082056721959687477 0.0021778414629596058 -0.0011100865141209907 -0.00087723948753734105 -0.00029705598126764945 -0.00080098816427326869 -0.0041755633266053766 0.011499426124667153 0.00039346650373772718 -0.00066451123039791039 0.0049805556583310748 0.0035587982615971989 0.0014088230584393328 0.016565755338677646 0.015075343119290969 -0.0024633098086521898 -2.2156490045163586e-05 -0.00010877834693679384 0.00040448998450869062
leaf_weight=872701 69385 20234 13251 425 39 1884 4673 25 4320 15757 4904 1754 3803 33120 19777 47626 272 68 212 88 15148 282 444 6868 76 30 771 77523 30634 79815
leaf_count=872701 69385 20234 13251 425 39 1884 4673 25 4320 15757 4904 1754 3803 33120 19777 47626 272 68 212 88 15148 282 444 6868 76 30 771 77523 30634 79815
internal_value=3.62545e-06 6.86906e-05 8.45016e-06 -0.000210359 -0.000363012 0.000427205 0.000339886 0.00121274 0.00115652 0.000551158 -0.000526403 3.7935e-05 0.00123143 -0.000713329 -0.000309176 0.000126749 -0.000371893 0.00350738 0.00769264 0.000572867 -0.000508888 -0.00026599 -0.000544248 0.00121569 0.00788794 0.001073 -0.00180643 0.000220254 0.000372173 0.000530485
internal_weight=1.32591e+06 453208 383823 134692 105440 18066 29252 9018 8993 17641 87374 21740 5557 65634 32514 249131 16183 552 280 12737 15631 47908 15592 7833 164 7669 801 201223 123700 93066
internal_count=1325909 453208 383823 134692 105440 18066 29252 9018 8993 17641 87374 21740 5557 65634 32514 249131 16183 552 280 12737 15631 47908 15592 7833 164 7669 801 201223 123700 93066
is_linear=0
shrinkage=0.05


Tree=282
num_leaves=31
num_cat=0
split_feature=31 95 93 19 54 62 39 96 69 3 94 6 85 66 25 97 127 42 42 77 21 115 63 61 104 17 70 88 113 85
split_gain=1.06605 6.17144 3.40823 1.6089 3.04693 5.35663 5.10285 6.09937 2.4599 3.66926 2.22244 2.44407 1.85924 2.93103 1.84215 1.80222 1.78544 1.6977 2.31079 1.97061 1.60797 1.43956 1.82114 1.65526 1.46926 1.55114 1.42121 1.42087 2.17267 1.40498
threshold=1024.2500000000002 -0.6739307940006255 -0.86965125799179066 10.960000038146974 0.49500000476837164 0.22572299093008044 10.449999809265138 -0.5074208378791808 304.86869812011724 330.50000000000006 0.42405857145786291 8.6500000953674334 0.82516670227050792 7.3949999809265146 303.50000000000006 -0.90157523751258839 0.8140845298767091 9.0500001907348651 8.4499998092651385 5.3949999809265146 5.5150001049041757 0.30069434642791754 0.31302236020565039 0.40299876034259802 -0.99628692865371693 8.7100000381469744 320.04635620117193 -0.99828243255615223 -0.84335932135581959 0.92028474807739269
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 7 -6 12 -10 -11 -12 13 15 -8 -3 -9 18 21 -19 -13 23 -23 24 25 -7 29 28 -4 -5
right_child=1 3 27 26 5 17 14 16 9 10 11 20 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3875379623355499e-05 -0.0079524396776944461 -0.006159358065707562 -0.0015415618079714479 4.763571910640121e-05 -0.0013897073387558903 0.01605146510875784 0.00071076155348005245 -0.019784096620666485 -0.0011659218943893064 0.0037021120808006986 0.0027874614065513015 0.013960090736773881 -0.0045828285757774471 0.015378951987311727 -0.0096118293299029267 6.4084746960218103e-05 -0.038696024137047619 0.0045013990951702004 0.011362151345728259 -0.0078263462284901206 0.032674273612792605 0.018148813769221308 -0.0026979948452208191 -0.00056890702496569716 -0.002731070775081119 0.00035766633400517343 -0.0016257433732071256 -0.0025617438917421081 0.018319007360731207 0.0065978727479488021
leaf_weight=1257819 326 118 40 49622 31 20 102 24 119 54 20 22 224 31 75 8214 26 40 38 171 24 22 20 4593 1639 74 1285 1013 21 82
leaf_count=1257819 326 118 40 49622 31 20 102 24 119 54 20 22 224 31 75 8214 26 40 38 171 24 22 20 4593 1639 74 1285 1013 21 82
internal_value=3.44418e-06 -0.00018925 -0.00347465 -0.000120281 -0.000562848 -0.00135204 -0.0084201 -0.0188148 5.18927e-05 0.00505533 0.0112247 0.0173796 -8.73667e-05 3.30426e-05 -0.00366322 -2.40533e-05 -0.0296183 -0.00107645 -0.000931102 -0.00548933 0.023724 -0.00100446 0.00822176 -0.00106572 -0.00238242 0.00369677 1.59981e-05 -0.00211547 0.00529568 5.84421e-05
internal_weight=1.32591e+06 68090 1400 66690 15701 6875 258 81 8826 239 120 66 8587 8363 177 8332 50 6617 6406 211 46 6368 42 6326 1733 94 50989 1074 61 49704
internal_count=1325909 68090 1400 66690 15701 6875 258 81 8826 239 120 66 8587 8363 177 8332 50 6617 6406 211 46 6368 42 6326 1733 94 50989 1074 61 49704
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=31
num_cat=0
split_feature=128 128 129 12 89 55 103 119 128 73 66 52 20 53 81 103 86 89 93 75 135 36 135 20 58 99 114 75 129 6
split_gain=1.13728 1.25491 2.8393 3.25137 2.95849 2.7406 3.5366 2.51948 2.19065 2.10444 3.22274 3.42167 3.37524 3.34622 2.21996 2.0987 3.0979 3.55421 2.98155 2.91764 2.90649 2.87076 2.33135 2.08535 3.51399 3.01751 2.27835 2.24111 3.31962 2.08122
threshold=343.50000000000006 316.50000000000006 51.500000000000007 1.0950000286102297 -0.51931273937225331 0.2650000005960465 0.88557359576225292 0.6755644977092744 287.50000000000006 0.33348469436168676 1.3149999976158144 4.1250000000000009 5.2249999046325692 0.89499998092651378 334.96275329589849 -0.15895745903253553 0.88055238127708446 -0.7372850477695464 -0.98372626304626454 0.603836089372635 1008.3500061035157 13.84999990463257 1012.4500122070314 5.9049999713897714 197.57405853271487 -0.94557514786720265 -0.86159634590148915 0.43686708807945257 333.50000000000006 2.4500000476837163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 9 15 -6 -7 11 12 13 -11 -14 18 17 -17 19 -5 -19 22 -22 24 26 -26 -12 28 -27 -18
right_child=-2 5 3 7 8 6 -8 -9 -10 10 23 -13 14 -15 -16 16 29 20 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=8.2454918919055625e-06 -0.00096979330198904341 -0.0039113326182865591 -0.0011229280765712552 -0.003749545220649097 -0.0097488345122432388 -0.0052590827060037494 0.0098967806468717757 -0.0017942506577293929 -0.0019377457474368219 -0.0034795383839440353 -0.011029434886036648 -0.0021520430548344831 0.0069166350006485246 0.0046568971679131167 0.022597487115611634 -0.00022093376418656861 0.0059942486061437331 -0.0099224474886247509 0.0007800009421633019 0.011606057315310907 -0.010017258630166222 -0.00011228398803934996 -0.0029928460114059842 0.00067839759954883491 0.0026157300439960578 0.0093006487801757121 -0.0026138740052350428 -0.0012276647282987749 -0.0059461915792495598 0.0008819829195679421
leaf_weight=1289171 2996 356 531 41 244 159 100 2961 142 193 90 255 379 366 24 7956 262 126 1446 126 138 937 820 11213 877 119 756 2245 51 829
leaf_count=1289171 2996 356 531 41 244 159 100 2961 142 193 90 255 379 366 24 7956 262 126 1446 126 138 937 820 11213 877 119 756 2245 51 829
internal_value=3.27197e-06 5.47567e-06 -1.1075e-07 -0.000650671 -0.00354433 0.000429985 0.000521832 -0.000481032 -0.00687533 0.000465786 0.000520726 0.00299741 0.00436239 0.00184772 0.00785048 -0.000174397 -0.000419954 -0.000696572 0.00151055 0.00783612 -0.002569 -0.00208007 -0.00400471 0.000324379 -0.000634927 0.000103709 -0.00350915 -0.000808524 0.0047266 0.00210968
internal_weight=1.32591e+06 1.32291e+06 1.30573e+06 16559 917 17183 16827 15642 386 16727 16568 1217 962 559 403 12681 11068 9977 1613 167 2021 1895 958 15351 4138 3292 846 2415 170 1091
internal_count=1325909 1322913 1305730 16559 917 17183 16827 15642 386 16727 16568 1217 962 559 403 12681 11068 9977 1613 167 2021 1895 958 15351 4138 3292 846 2415 170 1091
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=31
num_cat=4
split_feature=59 136 87 75 17 55 67 113 109 29 39 38 136 52 136 52 33 34 41 21 41 136 96 38 31 86 31 18 17 67
split_gain=1.06351 3.38535 3.40964 3.37511 3.99485 2.98065 2.89032 3.54785 2.71904 4.40476 3.19726 3.9795 5.64256 4.65398 4.2509 4.43617 4.73311 3.78308 3.47423 5.308 3.47144 5.00189 4.70513 4.59611 4.28766 4.91334 3.81718 3.72874 3.65074 3.64537
threshold=235.00263977050784 0 0.86721104383468639 0.35207259654998785 15.405000209808351 0.42499999701976782 0.7150000035762788 -0.79332312941551197 -0.036515453830361359 1019.9500122070314 10.250000000000002 11.650000095367433 1 4.305000066757203 2 12.50500011444092 18.050000190734867 11.150000095367433 9.4499998092651385 6.1549999713897714 8.4499998092651385 3 -0.86271545290946949 13.650000095367433 1011.9500122070314 0.69331037998199474 1001.9500122070314 5.1300001144409189 15.405000209808351 3.9450000524520878
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 -3 7 -7 9 10 -1 12 13 17 15 16 18 -12 -13 -20 21 22 23 -16 25 -22 -27 -25 -26 -29
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 11 14 -14 -15 20 -17 -18 -19 19 -21 24 -23 -24 27 28 26 -28 29 -30 -31
leaf_value=-0.003115967290815271 -0.00021554873864057273 0.0038215648162608536 -0.0018124825916114404 7.3730781899277421e-05 -0.0017650146205988413 0.0017187720779475058 0.0018095731810420228 -0.0025683518994815066 -9.7928282828106338e-06 -0.0022487276753657254 0.0029438364702547271 -0.0022960313140368447 0.00079979381645598228 0.00054106996494290979 -0.00093882706684834223 0.0012065434047743679 -0.012702988537254734 0.018010810851742786 0.016673046445138142 -0.0043615942394708172 0.004970993939137012 -0.00021436441871604332 0.00052218031167003279 0.021950328873936088 -0.0017460059965092437 0.021763740270398558 -0.00014171161482450897 0.0035036876569891728 0.00072200324938080976 0.010151397903469313
leaf_weight=968 13760 1170 4415 426706 1068 920 4154 1015 832600 3078 62 4245 2242 122 408 1119 107 127 61 59 573 9571 2926 32 7573 20 3533 1156 1868 251
leaf_count=968 13760 1170 4415 426706 1068 920 4154 1015 832600 3078 62 4245 2242 122 408 1119 107 127 61 59 573 9571 2926 32 7573 20 3533 1156 1868 251
internal_value=3.10837e-06 6.52479e-05 -0.000603138 9.31837e-05 0.00109014 0.00151021 0.00106608 -0.000530029 -2.91617e-05 -0.000431309 -0.000280214 -0.00020408 0.0016988 0.0079 -0.000349088 -0.00160615 -0.00231354 0.0130682 -0.00205886 0.00633101 -9.66694e-05 0.000445601 0.00176574 0.00374533 -0.000670068 0.0006745 -1.84048e-05 0.00507344 -0.00125768 0.0046896
internal_weight=1.32591e+06 453208 18175 435033 8327 7259 6089 1935 872701 40101 37023 36055 2553 311 33502 5591 4472 189 4365 120 27911 14344 4773 1847 13567 4126 3553 1439 9441 1407
internal_count=1325909 453208 18175 435033 8327 7259 6089 1935 872701 40101 37023 36055 2553 311 33502 5591 4472 189 4365 120 27911 14344 4773 1847 13567 4126 3553 1439 9441 1407
cat_boundaries=0 1 2 3 4
cat_threshold=4096 6 4867 48
is_linear=0
shrinkage=0.05


Tree=285
num_leaves=31
num_cat=1
split_feature=19 81 42 35 64 93 88 27 16 58 103 87 127 31 52 63 52 7 127 52 136 18 23 53 76 78 93 117 94 73
split_gain=1.5361 3.47852 5.57337 4.87005 4.56716 4.3589 4.10635 3.91049 3.62402 3.08296 3.80852 3.08292 3.757 2.89454 2.85212 2.77558 2.85958 2.91413 2.76291 2.7504 2.71676 2.85125 2.69359 2.64721 2.61894 2.44473 2.37892 2.37537 2.33759 2.64703
threshold=6.9049999713897714 280.75024414062506 10.949999809265138 15.84999990463257 0.70499998331069957 0.080117668956518187 -0.5785938799381255 275.50000000000006 6.0650000572204599 111.46347808837892 -0.38800936937332148 0.80744782090187084 0.98321744799613964 1011.1499938964845 7.7049999237060556 0.26592011749744421 1.2150000333786013 4.9500000476837167 -0.47714059054851526 0.86500000953674328 0 6.0650000572204599 5.6849999427795419 1.4450000524520876 2.4850000143051152 10.664999961853029 0.77695876359939586 -0.82409480214118946 -0.92083552479743946 0.28296989202499395
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 -1 3 9 19 6 7 -4 -6 10 26 12 -9 -7 18 -8 17 -17 28 24 -12 -22 -23 -19 -5 27 -3 -21 -11 -30
right_child=-2 2 5 4 8 13 15 11 -10 14 20 -13 -14 -15 -16 16 -18 23 -20 25 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.1572053121359678e-05 2.6967181004636048e-05 0.0068228700081447062 -0.004481985447928309 0.0037657877516692447 -0.0061822563755054277 0.016554139137622857 -0.004339040487647901 0.009923595789729095 -0.0021567661925275838 -0.0094364616999991699 -0.004940164270704369 0.0080531958346600051 0.033208108787851721 -0.0025257037326966423 -0.002197310643775974 -0.0016595639412601789 0.00035873133622642077 0.026275943995763856 -8.1315514126649501e-05 0.016819691639587596 -0.0059957953575455279 0.0015325793540036745 -0.0058497465006885317 0.006165389290545136 -0.0062125799219523159 0.012382069838673085 -0.011095979836370264 -0.00012991609375676978 0.007798511842982127 -0.0027030096848605014
leaf_weight=84716 1205384 157 50 124 684 21 139 41 3062 117 898 270 30 372 1895 30 161 36 24200 24 240 680 151 30 140 90 21 149 65 781
leaf_count=84716 1205384 157 50 124 684 21 139 41 3062 117 898 270 30 372 1895 30 161 36 24200 24 240 680 151 30 140 90 21 149 65 781
internal_value=1.00237e-05 -0.000161064 -0.000583046 -0.000702084 -0.00227868 0.00279423 0.00494169 0.0085764 -0.0028918 -0.000471412 -0.00229513 0.0104911 0.0197621 -0.00150617 -0.000326704 0.00135287 0.00443138 0.0112615 -0.00018583 0.0020795 -0.0029283 -0.00118423 0.000191146 0.0171348 -0.00152577 0.00569848 0.00470885 0.00222147 -0.00281227 -0.00189616
internal_weight=1.32476e+06 119374 34658 33478 4273 1180 787 391 3746 29205 2147 341 71 393 27058 396 257 96 25163 527 1969 1071 831 66 264 263 178 173 963 846
internal_count=1324758 119374 34658 33478 4273 1180 787 391 3746 29205 2147 341 71 393 27058 396 257 96 25163 527 1969 1071 831 66 264 263 178 173 963 846
cat_boundaries=0 1
cat_threshold=6305
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=31
num_cat=3
split_feature=16 64 33 99 136 95 52 35 136 67 136 86 124 29 39 124 34 112 127 65 111 41 32 25 21 102 7 84 73 29
split_gain=1.3894 4.25968 3.97047 3.31692 3.11866 2.56906 2.5533 4.85925 5.22011 4.06 4.40399 3.87371 3.51388 3.28446 3.24267 3.20685 3.20016 3.113 3.1108 2.90828 2.83993 6.22833 5.58054 3.65757 3.4048 3.25094 3.25281 3.01075 2.79225 3.06189
threshold=6.9049999713897714 1.2649999856948855 17.849999427795414 -0.83153894543647755 0 -0.94392549991607655 1.2450000047683718 14.34999990463257 1 0.75499999523162853 2 0.88604548573493969 -0.095842104405164705 1010.4500122070314 14.34999990463257 0.98897820711135875 15.949999809265138 -0.9366365075111388 -0.38266885280609125 1.0349999666213991 0.0090089151635766047 16.150000572204593 12.34999990463257 198.50000000000003 6.0950000286102304 -0.048007613047957413 2.6499999761581425 0.91299435496330272 0.47028978168964392 1015.3500061035157
decision_type=2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -5 11 8 -8 10 18 20 13 -10 -14 -13 -11 -15 -9 -18 21 22 -1 -24 25 28 27 -27 29 -25
right_child=-2 2 4 5 -6 -7 7 9 12 16 -12 15 14 17 -16 -17 19 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0044676781377703005 2.5610101315096633e-05 -0.00014789168457804094 -0.0018624852100905438 -0.0032261565293543837 -0.0072620221751421125 -0.00095258448740198447 -0.0026740829054399656 -0.0016565307703179618 0.020472561242058873 0.0030134194829350867 0.00033732119826835737 -0.001576540334284904 3.1823351569250354e-06 0.019801410174240239 0.0052316471783460826 0.0069401285461710557 0.0013176278226284942 -0.0012589468963670773 0.0082500849585013091 -0.0042877531374251703 -5.5159130387305958e-05 -0.0059603063754521584 -0.0038063180133253716 0.004111500860597854 -0.010614004252212388 0.010044731745480243 0.0030732073866407191 -0.0046096425801993189 -0.00047720817623723901 -0.00072496695459986688
leaf_weight=347 1205717 17725 1124 1478 352 7798 1402 90 42 995 385 5056 2418 23 338 113 549 74 663 400 73105 287 245 1277 49 346 905 39 976 440
leaf_count=347 1205717 17725 1124 1478 352 7798 1402 90 42 995 385 5056 2418 23 338 113 549 74 663 400 73105 287 245 1277 49 346 905 39 976 440
internal_value=9.52063e-06 -0.000153443 -0.000686828 -0.000548791 -0.003212 -0.00131485 1.4275e-05 0.000905664 -0.000180986 0.0024207 0.00479258 -6.47964e-05 0.00103205 0.00879222 0.000644409 -0.00139036 0.00103222 0.00373475 0.00697342 -0.00104502 2.30294e-05 0.00118694 0.00163055 0.00212531 0.00248574 0.0026469 0.00471082 0.00856026 0.00165824 0.0028721
internal_weight=1.32476e+06 119041 28477 27001 1476 9276 90564 7379 4297 3082 1138 83185 2895 139 2756 5169 1944 97 753 949 78016 4911 4624 4277 4032 3983 1290 385 2693 1717
internal_count=1324758 119041 28477 27001 1476 9276 90564 7379 4297 3082 1138 83185 2895 139 2756 5169 1944 97 753 949 78016 4911 4624 4277 4032 3983 1290 385 2693 1717
cat_boundaries=0 1 2 3
cat_threshold=3104 5296 3122
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=31
num_cat=0
split_feature=19 69 87 31 8 52 79 66 12 63 36 127 107 30 70 77 39 67 30 71 34 53 76 67 4 65 40 33 74 32
split_gain=1.35015 3.12182 2.03254 6.25671 4.49509 4.70748 5.73719 4.61806 4.23987 4.11097 5.82847 4.26948 3.7948 3.38894 3.37067 3.15465 3.09348 3.01755 2.84903 2.83383 2.83178 4.33113 3.93146 4.27622 4.5135 3.70871 3.57534 3.07455 4.22328 3.06835
threshold=6.9049999713897714 262.97074890136724 0.8919055461883546 1014.6499938964845 7.2500000000000009 4.0650000572204599 23.724999427795414 7.1849999427795419 1.1250000000000002 0.39902113378047949 15.750000000000002 0.84335932135581981 -0.66301965713500965 1014.3500061035157 272.42765808105474 33.524999618530281 9.7500000000000018 1.9049999713897707 1026.350036621094 247.01995849609378 14.949999809265138 0.54500001668930065 8.4250001907348651 1.0349999666213991 7.3500001430511483 51.034999847412116 9.7500000000000018 16.250000000000004 0.78880012035369884 14.34999990463257
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 -1 -2 8 16 6 18 -7 9 -4 11 19 20 -8 -13 -15 -5 -18 -6 -11 26 22 -22 -24 -25 -23 -10 -26 -29 -28
right_child=2 -3 3 4 5 7 13 -9 12 10 -12 14 -14 15 -16 -17 17 -19 -20 -21 21 25 23 24 27 -27 29 28 -30 -31
leaf_value=1.5670665773093781e-05 8.9841190987941922e-06 -0.00054278072543340918 -0.0034529176355204134 -0.0056100392638249626 -0.00011307231359650951 0.0013709724043495589 -0.0011293930220486403 -0.0012174150699614987 0.0014143636418719088 -0.0073672584804318807 -0.002166846887304784 0.024291784314029827 -2.1751207874917579e-05 0.0019465433770781964 0.0034764801749858905 0.0050624898163525497 0.0010262001008357062 -0.0010805451672433214 0.018796278475783766 0.003063275295983406 -0.00093615341683452686 -0.0005481079191614705 -0.0017305797038980845 0.010951876933468583 -0.0044600543225757202 0.011211213844259927 0.0041308891563210642 -0.0039428073458284852 0.017197398710306046 0.015908998721869481
leaf_weight=83670 1136853 35704 1119 339 4966 2356 559 6416 18830 71 1086 41 8375 2273 37 1264 1988 11720 20 786 390 4799 165 342 104 68 250 42 54 71
leaf_count=83670 1136853 35704 1119 339 4966 2356 559 6416 18830 71 1086 41 8375 2273 37 1264 1988 11720 20 786 390 4799 165 342 104 68 250 42 54 71
internal_value=9.04028e-06 -0.000151359 2.49252e-05 0.00028937 -0.000222566 0.000303889 0.0011018 -0.000522221 0.000735215 -0.00102158 0.00032462 0.00321845 0.00089993 0.00248832 0.0144179 0.00306007 -0.0008917 -0.000775015 -3.72225e-05 0.00219914 0.00120728 0.000255886 0.00309399 0.00531713 0.00746265 -0.000383811 0.00150356 0.00149608 0.00794856 0.00673602
internal_weight=1.32476e+06 119374 1.20538e+06 68531 31901 17854 9082 8772 36630 3140 2021 935 33490 4096 78 3537 14047 13708 4986 857 25115 5964 1097 707 542 4867 19151 200 96 321
internal_count=1324758 119374 1205384 68531 31901 17854 9082 8772 36630 3140 2021 935 33490 4096 78 3537 14047 13708 4986 857 25115 5964 1097 707 542 4867 19151 200 96 321
is_linear=0
shrinkage=0.05


Tree=288
num_leaves=31
num_cat=0
split_feature=71 13 4 52 73 75 59 83 32 43 33 75 100 58 80 93 0 39 39 3 55 83 99 15 67 35 76 26 6 12
split_gain=1.27226 2.63997 1.9776 2.68457 3.67557 2.49107 1.90362 1.79889 4.43328 3.34368 5.39672 2.98274 3.81751 2.70897 4.63943 3.55787 2.9813 2.62851 3.96749 2.8996 3.59559 3.69124 3.11493 3.02222 3.05264 3.17598 4.62406 3.35284 2.76982 3.45243
threshold=324.63789367675787 3.8549998998641972 14.949999809265138 0.92500001192092907 0.45737546682357794 0.78711679577827465 300.42532348632818 323.90863037109381 12.449999809265138 7.5499999523162851 12.750000000000002 0.35908693075180059 0.70180606842041027 241.03465270996097 331.00373840332037 -0.96991166472434986 4.5000000000000009 10.750000000000002 12.550000190734865 322.50000000000006 0.34499999880790716 336.50177001953131 -0.79572558403015126 0.9350000023841859 1.6050000190734866 12.650000095367433 13.215000152587892 335.50000000000006 1.0500000119209292 2.4850000143051152
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -6 -1 9 13 11 12 -11 14 -9 -15 -16 -10 19 28 21 22 -21 -22 25 26 -25 -28 29 -19
right_child=1 -3 3 -5 5 -7 -8 8 17 10 -12 -13 -14 15 16 -17 -18 18 -20 20 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.2648892053325981e-05 0.00047608945114696567 -0.0018633063116528176 -0.0056240959465503693 -0.00090703455552588726 0.032759621165692802 0.0041262989622299316 0.013435996159051472 -0.00083933334083855903 -0.0045891038459641015 -0.002101035898603085 0.02149511258863971 -0.0038719432340861095 0.024723788918483827 -0.0075902256391584197 0.0026958154642686121 -0.00024512612006115158 -0.0057649729800631558 0.0097360260581082249 -3.8869893781064049e-05 0.010998908461381992 0.0177239486892872 0.0025380776025528133 0.036038871611589973 -0.0046078498357100721 0.0040315133531908824 -0.0075468098513669984 0.027343151577601761 0.00033290884457528593 -0.00025931433020426439 -0.0037254350116092934
leaf_weight=1263608 20270 1228 25 86 25 27 26 2987 286 36 22 1495 21 167 118 12909 885 159 17732 27 34 43 23 67 833 133 27 20 1371 68
leaf_count=1263608 20270 1228 25 86 25 27 26 2987 286 36 22 1495 21 167 118 12909 885 159 17732 27 34 43 23 67 833 133 27 20 1371 68
internal_value=8.58826e-06 0.000388404 0.000523557 0.00561444 0.0110596 0.0164069 0.0229084 2.26699e-06 -0.000330162 -0.000890289 -0.00309536 -0.00344394 0.00778179 -0.000686915 -0.00182731 -0.000338934 -0.00476959 0.000171243 0.000237536 0.00198485 0.00383458 0.0132796 0.0225173 0.00304608 0.002584 -0.00229769 0.00382629 0.0158494 0.000587721 0.00570352
internal_weight=1.32476e+06 21687 20459 189 103 78 51 1.30307e+06 39463 18640 1574 1552 57 17066 3990 13076 1003 20823 20537 2805 1207 93 50 1114 1080 247 114 47 1598 227
internal_count=1324758 21687 20459 189 103 78 51 1303071 39463 18640 1574 1552 57 17066 3990 13076 1003 20823 20537 2805 1207 93 50 1114 1080 247 114 47 1598 227
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=31
num_cat=0
split_feature=18 85 95 56 125 15 113 72 28 99 110 101 15 42 30 93 35 39 9 130 90 55 11 90 100 30 67 93 87 105
split_gain=1.21815 4.23563 3.94861 3.31624 3.0923 3.59072 3.35545 3.30612 3.16807 2.97008 2.86887 2.80469 4.55713 2.76989 2.75956 3.10414 4.60679 3.2494 3.16344 2.65278 2.63378 2.73028 2.65558 2.62574 2.57125 2.44806 2.35646 2.33555 2.64253 2.31512
threshold=6.9049999713897714 0.86060091853141796 0.99999994039535534 294.75199890136724 0.061046212911605842 1.5049999952316286 -0.50751903653144825 0.71871924400329601 1007.6499938964845 0.098417032510042204 -0.036046462133526795 -0.73803976178169239 2.1450001001358037 15.650000095367433 1010.5499877929689 0.48659716546535497 14.750000000000002 16.050000190734867 9.6500000953674334 311.50000000000006 0.25328327715396887 0.14500000327825549 5.6499998569488534 -0.50279477238655079 0.018950117751955989 1015.6499938964845 0.53499999642372142 -0.90165543556213368 0.90992113947868358 -0.99907943606376637
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 6 8 7 14 -6 19 -10 12 27 -11 15 -3 -17 -18 -19 29 -16 22 -22 26 -5 -25 -8 28 -7 -1
right_child=-2 2 3 24 5 11 23 -9 10 13 -12 -13 -14 -15 20 16 17 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021823482889359604 2.3233437759015675e-05 0.0021031997552908494 -0.0034408277508968612 0.012664180325988967 -0.012894281283802085 0.0040315740566904158 -0.010527016199193896 -0.0016659357570020944 0.00086547632865699529 -0.0052500137747951425 -0.0019072015326691508 -0.00044446125385962207 0.023190953543504561 0.0047452313249090284 0.00035609184526492755 0.00099932741343872525 0.030449994254201931 0.016542728872531477 -0.0036863174289464952 -0.00283575425403581 0.027247742495427912 0.0031281143335733941 0.0030136507935822014 -0.0023994170624603559 7.2389419184891389e-05 -0.0094546918350815606 0.00042993545492263097 -0.00077379827555574361 0.021178338900208475 4.5194589444221949e-05
leaf_weight=1286 1205583 1119 1882 52 62 222 52 1207 1071 448 7237 10079 27 82 4464 109 27 68 27 789 26 189 20 425 184 173 871 305 25 86647
leaf_count=1286 1205583 1119 1882 52 62 222 52 1207 1071 448 7237 10079 27 82 4464 109 27 68 27 789 26 189 20 425 184 173 871 305 25 86647
internal_value=8.15885e-06 -0.000144337 -0.000659142 -0.00274022 -0.000500619 -0.000858737 0.000275758 0.000723356 -0.0016338 2.8259e-05 -0.00154977 -0.000250057 0.00313405 -0.00370358 0.00120011 0.00319254 0.00846949 0.0151436 0.0107934 5.05519e-05 0.000627691 0.00578693 0.0167112 -0.00185953 0.00284685 -0.00444049 -0.000187358 0.00215301 0.00576708 7.645e-05
internal_weight=1.32476e+06 119175 29923 2118 27805 19028 8777 7256 8370 89252 8308 10658 579 530 6049 1350 231 122 95 88722 4699 235 46 1521 236 598 923 552 247 87933
internal_count=1324758 119175 29923 2118 27805 19028 8777 7256 8370 89252 8308 10658 579 530 6049 1350 231 122 95 88722 4699 235 46 1521 236 598 923 552 247 87933
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=31
num_cat=3
split_feature=59 39 54 19 136 87 67 64 7 136 4 33 10 39 136 36 87 52 15 4 53 76 75 52 5 104 81 36 20 19
split_gain=1.4875 3.39574 3.14714 2.9172 2.99769 2.93726 3.22614 4.08602 3.45243 3.71947 6.35001 4.46134 4.81637 4.68179 3.58117 6.03238 4.06561 4.71858 5.21569 4.02583 4.10617 3.54217 3.9813 3.73971 4.20095 3.79195 5.6127 5.70018 3.45466 3.40553
threshold=227.17847442626956 22.94999980926514 25.404999732971195 15.405000209808351 0 0.63585466146469127 13.744999885559084 24.175000190734867 5.3500001430511483 1 2.7500000000000004 12.750000000000002 1.0500000119209292 15.449999809265138 2 13.650000095367433 0.87004798650741588 5.3250000476837167 1.7150000333786013 5.1499998569488534 0.22500000149011615 2.304999947547913 0.5853385627269746 0.34499999880790716 4.3500001430511483 -0.68245157599449147 285.53747558593756 18.349999427795414 5.1749999523162851 11.775000095367433
decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -6 8 -8 9 10 11 13 -13 -7 15 16 28 18 -18 -20 -21 -11 23 -23 25 26 -25 -28 -10 -24
right_child=1 -3 -4 -5 5 6 7 -9 14 21 -12 12 -14 -15 -16 -17 17 -19 19 20 -22 22 29 24 -26 -27 27 -29 -30 -31
leaf_value=-2.8216660791560713e-05 -0.00054558724751307844 0.0075726614453959342 -0.0014953759763402328 -0.00025772333050792004 -0.00065698310231588632 0.00078359231419566563 -0.00022311240083866302 0.00025319364729131774 -0.0024474557644073988 -0.00016203077114968211 0.00059878711750834489 0.011870472660130599 0.0041289472847598398 0.022244847675140664 -0.00010350512034883214 -0.00015056866662851865 -0.0018831867913531475 0.00037370867093866568 -0.0014623162308039065 -0.0019269588138458545 0.006088328859466462 0.0029942908988144614 6.597953226331216e-05 0.00067130661435248857 -0.00015175157615037501 -0.00014784276030486163 0.002657934032833242 0.00961294501969066 0.0010978289347069084 0.0008059661474260143
leaf_weight=844898 16269 151 3671 58368 11061 1124 90522 89589 768 22000 5981 243 1160 26 70232 12612 339 1440 235 174 1956 2425 39667 4594 6231 2879 4549 315 6526 25571
leaf_count=844898 16269 151 3671 58368 11061 1124 90522 89589 768 22000 5981 243 1160 26 70232 12612 339 1440 235 174 1956 2425 39667 4594 6231 2879 4549 315 6526 25571
internal_value=5.14768e-06 7.57921e-05 -3.45637e-05 7.34182e-05 0.000119604 0.000146519 0.000169244 1.3807e-05 0.000301897 0.000483616 0.00148813 0.00357745 0.00546978 0.0012688 7.68438e-05 0.0006033 0.00143507 0.00268571 0.00391695 0.00474835 0.00543356 0.000404235 0.000548753 0.00114767 0.000906495 0.00144098 0.00192461 0.00310835 0.000724539 0.000356028
internal_weight=1.32558e+06 477007 848569 476856 418488 402219 391158 180111 211047 116765 8534 2553 1403 1150 94282 24050 11438 4144 2704 2365 2130 108231 86231 20993 18568 12337 9458 4864 7294 65238
internal_count=1325576 477007 848569 476856 418488 402219 391158 180111 211047 116765 8534 2553 1403 1150 94282 24050 11438 4144 2704 2365 2130 108231 86231 20993 18568 12337 9458 4864 7294 65238
cat_boundaries=0 1 2 3
cat_threshold=4096 512 290
is_linear=0
shrinkage=0.05


Tree=291
num_leaves=31
num_cat=6
split_feature=59 39 54 58 62 136 92 67 34 79 96 99 55 122 16 52 76 31 37 136 8 136 136 42 22 66 64 57 136 136
split_gain=1.34245 3.06466 2.87186 2.80108 4.33401 4.02277 3.60785 3.20643 3.98444 2.94312 2.88153 2.77639 2.75114 3.50836 2.98288 5.83394 4.88587 5.56327 9.1741 7.45576 5.08162 4.34745 3.96597 4.2236 4.34623 4.09005 3.82224 3.79954 4.09664 3.60626
threshold=227.17847442626956 22.94999980926514 42.254999160766609 111.46347808837892 0.25002127885818487 0 0.3152031153440476 0.24499999731779101 17.550000190734867 9.9549999237060565 -0.99999332427978505 -0.99588635563850392 0.064999999478459372 0.72534674406051647 11.120000362396242 5.3250000476837167 14.045000076293947 1016.7500000000001 12.34999990463257 1 6.9500000476837167 2 3 12.949999809265138 6.0250000953674325 1.735000014305115 30.98499965667725 225.51078033447268 4 5
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 1 1
left_child=2 3 11 5 7 6 10 8 9 -5 -2 -1 13 -6 15 16 21 22 19 26 -21 -14 -18 -24 25 -25 -19 28 -20 -16
right_child=1 -3 -4 4 12 -7 -8 -9 -10 -11 -12 -13 14 -15 29 -17 17 18 27 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00067630833140035174 0.015310248344072276 0.0071940283568973796 -0.0020720706097064031 0.011028960882201016 0.0020737414432328342 -0.0016655406503050135 -0.0009079738896441516 0.00084122643904216009 -0.013871376521208071 -0.0034428644362230637 0.00090983725481291104 -1.6030580512948645e-05 0.00075462341949884175 -0.0052163706797686742 0.00028497758113244182 -0.00062540859417438909 -0.0014384422850280399 0.00033247604765424964 -0.0025068667534178177 -0.00053047707167794354 0.0044877548175774936 -0.00035762731038905572 0.00025248303815212492 0.015490704431646952 0.026578906632063016 -0.0020274011059610666 0.0054991192748266148 -0.0010560604677150767 0.0044185696548744323 -9.1747830882999719e-05
leaf_weight=16232 35 151 1723 192 2649 5572 5059 14306 22 43 4653 830614 10208 176 182179 41731 3669 3818 299 585 3665 62693 32435 54 27 87 395 4067 706 97531
leaf_count=16232 35 151 1723 192 2649 5572 5059 14306 22 43 4653 830614 10208 176 182179 41731 3669 3818 299 585 3665 62693 32435 54 27 87 395 4067 706 97531
internal_value=4.89005e-06 7.20018e-05 -3.28356e-05 6.97466e-05 9.18241e-05 -0.000595415 1.80272e-05 0.000940667 0.00647606 0.00838092 0.00101735 -2.86865e-05 6.41677e-05 0.00161956 5.42747e-05 -0.000114721 5.89558e-05 0.000440659 0.00130572 0.00231346 0.0037881 -0.000201829 0.00011786 0.00029335 0.00820086 0.00468166 0.000814953 -0.000375774 0.00237719 0.000153626
internal_weight=1.32558e+06 477007 848569 476856 461537 15319 9747 14563 257 235 4688 846846 446974 2825 444149 164439 122708 49807 13535 8463 4250 72901 36272 32603 168 141 4213 5072 1005 279710
internal_count=1325576 477007 848569 476856 461537 15319 9747 14563 257 235 4688 846846 446974 2825 444149 164439 122708 49807 13535 8463 4250 72901 36272 32603 168 141 4213 5072 1005 279710
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2838 4229 48 4112 2400 1937
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=31
num_cat=0
split_feature=130 37 130 135 133 66 115 66 52 55 35 21 54 7 133 36 133 92 62 92 132 61 105 112 84 55 67 97 107 86
split_gain=1.23712 6.14842 2.9857 5.1698 3.04962 3.51571 3.5783 3.18288 5.14283 4.24253 3.00603 2.93629 2.83544 2.92216 2.48171 3.12775 2.43758 3.56418 3.1479 2.39241 2.35295 2.80954 2.71243 3.33925 2.47045 2.31456 2.30924 2.84205 2.30673 4.79659
threshold=332.50000000000006 16.650000572204593 314.50000000000006 1012.3500061035157 1016.6499938964845 1.435000002384186 -0.99535831809043873 32.335000991821296 9.0850000381469744 2.8249999284744267 11.550000190734865 5.7550001144409189 3.3850001096725468 9.0500001907348651 1012.4500122070314 13.650000095367433 1017.1499938964845 0.99999997019767772 0.20284005254507068 0.99529209733009349 1010.9500122070314 0.59834092855453502 -0.92567276954650868 -0.88697704672813404 0.89336028695106517 1.1250000000000002 2.1550000905990605 -0.49010236561298365 -0.98902466893196095 0.76382333040237438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 20 -4 5 12 -7 19 9 -9 -11 26 13 -5 -12 -16 18 -18 -13 -8 -1 22 25 -24 28 -22 27 -2 29 -25
right_child=1 -3 3 4 -6 6 7 8 -10 10 14 16 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=9.0630967055831228e-06 0.0006693459117405586 0.0069050310936480813 -0.002014095474469312 0.0044588199071854528 0.00016181080457474344 0.011841177232790649 0.00095235202597893 -0.0072899526800028983 0.00045328569472774711 -0.005523306749422442 0.0018740831098208828 -0.013714368376880885 0.00037142228267100308 0.012309846823142533 0.018796411239213454 -0.00057618491409812129 0.00043086711186860176 0.018662239776717295 -0.0010805533041863486 -0.01298625989546699 -0.011204613537707351 -0.00019645718933635425 0.0015869320181134347 0.025072676761318809 0.0021097923443085163 -0.0033168966125749922 -0.003911443705152901 -0.0095278843911058321 -0.0028397383616775834 -0.0021191365254873583
leaf_weight=1289349 677 268 1412 347 4041 82 4434 32 319 22 36 50 219 180 158 24 3765 27 3548 31 114 11089 834 23 320 505 1167 76 2372 55
leaf_count=1289349 677 268 1412 347 4041 82 4434 32 319 22 36 50 219 180 158 24 3765 27 3548 31 114 11089 834 23 320 505 1167 76 2372 55
internal_value=4.64532e-06 -0.000561548 8.76614e-06 0.000816681 0.00121941 0.00194574 0.00148003 0.00131199 0.0047602 0.00981132 0.0120915 -0.000776483 0.00515325 0.00714039 0.0138691 0.0162418 -0.000323874 0.000560679 -0.00125612 0.000855578 1.74568e-06 -0.000614419 -0.00171193 -0.00118677 -0.00202188 -0.00476956 -0.00251856 -0.000359857 -0.00256153 0.00589896
internal_weight=1.32558e+06 9578 1.316e+06 11337 9925 5884 5138 5056 591 272 240 9310 746 527 218 182 7390 3792 3598 4465 1.30466e+06 15312 4223 3604 2770 619 1920 753 2450 78
internal_count=1325576 9578 1315998 11337 9925 5884 5138 5056 591 272 240 9310 746 527 218 182 7390 3792 3598 4465 1304661 15312 4223 3604 2770 619 1920 753 2450 78
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=31
num_cat=4
split_feature=59 18 26 28 136 67 72 17 136 2 41 36 32 87 52 31 136 38 64 65 124 30 8 136 28 32 115 77 53 87
split_gain=1.2181 2.74927 3.35296 4.62396 4.04533 3.96739 3.17297 3.60396 4.54228 4.35589 3.81928 4.69673 4.36922 3.83708 3.43752 3.77827 6.3493 4.98931 6.18952 4.74344 4.53619 6.69451 4.6159 4.50888 5.30776 4.21829 4.18683 3.62261 3.43846 3.41759
threshold=227.17847442626956 15.405000209808351 215.50000000000003 1016.7500000000001 0 4.8849999904632577 0.72080975770950328 11.120000362396242 1 128.50000000000003 9.4499998092651385 12.34999990463257 16.750000000000004 0.62726312875747692 5.3250000476837167 1012.2500000000001 2 12.449999809265138 29.974999427795414 25.265000343322757 0.55191597342491161 1014.3500061035157 7.3500001430511483 3 1021.0499877929689 12.750000000000002 -0.47714059054851526 16.535000801086429 2.0949999094009404 0.89333778619766246
decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=-1 6 5 4 -4 -3 -2 9 10 -8 11 -9 -12 -13 15 16 29 18 20 -19 -17 -22 -23 24 25 27 -20 -24 -27 -11
right_child=1 2 3 -5 -6 -7 7 8 -10 14 12 13 -14 -15 -16 17 -18 19 26 -21 21 22 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-3.152278846841913e-05 0.00029689908225302784 0.0021187181478202208 -0.00027871148883359443 1.4016844115540991e-05 -0.0016635619380319943 -0.0011543398058626766 -0.00079567555383628524 0.00094018805416238498 8.7045122889998651e-05 0.0015815001556893579 -0.0012960874228076411 0.019635478592150521 0.022215705392882229 0.0033880616545152002 -0.00051842757347334088 -0.001016434458669623 0.00016597418747928388 -0.00035590030971232461 0.0035832027959750859 -0.0030122884954829274 -0.0014562205929674003 -0.00016059656978252394 0.0007158787762302297 0.0008309822263208906 -0.00029880977680241377 0.024348908655193388 -0.0039128794585350062 0.0055271878873402536 0.0038297365911837133 0.0046676907478734103
leaf_weight=848569 150245 2942 11105 32144 10057 1351 25092 6424 156462 2909 1642 37 20 2034 25121 5315 8788 18347 2144 1850 2645 3055 514 2882 659 49 204 1638 35 1297
leaf_count=848569 150245 2942 11105 32144 10057 1351 25092 6424 156462 2909 1642 37 20 2034 25121 5315 8788 18347 2144 1850 2645 3055 514 2882 659 49 204 1638 35 1297
internal_value=4.41305e-06 6.83409e-05 -0.000255571 -0.000363831 -0.000937764 0.00108869 0.000112825 1.00762e-05 0.000153607 -0.000223141 0.00117771 0.00160772 -0.00101315 0.00367833 -3.76573e-05 0.000193132 0.00093234 -5.1047e-05 0.000527398 -0.00059922 0.000191177 0.000750422 0.00141127 0.0022425 0.00363226 0.00480708 0.00293192 0.00437802 0.0157993 0.00252718
internal_weight=1.32558e+06 477007 57599 53306 21162 4293 419408 269163 166619 102544 10157 8495 1662 2071 77452 52331 12994 39337 19140 20197 16792 11477 8832 5777 2895 2236 2348 2152 84 4206
internal_count=1325576 477007 57599 53306 21162 4293 419408 269163 166619 102544 10157 8495 1662 2071 77452 52331 12994 39337 19140 20197 16792 11477 8832 5777 2895 2236 2348 2152 84 4206
cat_boundaries=0 1 2 3 4
cat_threshold=1920 16 614 834
is_linear=0
shrinkage=0.05


Tree=294
num_leaves=31
num_cat=0
split_feature=12 101 28 67 15 23 34 122 120 98 8 100 36 93 31 8 72 27 41 67 116 110 110 58 91 88 38 88 75 63
split_gain=1.20715 3.0851 2.46337 2.20796 2.587 2.17983 3.4851 2.15471 2.14591 2.7944 2.35334 1.84005 1.77194 1.67346 2.07198 1.81572 1.63194 1.5925 1.70525 1.57894 1.50382 1.40904 1.3909 4.49759 1.56052 1.50789 1.97463 2.25714 1.77308 1.46185
threshold=0.60500001907348644 -0.79370591044425953 1009.8500061035157 1.1150000095367434 0.90500000119209301 8.5650000572204608 13.84999990463257 0.35019405186176306 -0.73724925518035878 -0.99154502153396595 4.8500001430511483 -0.35247552394866938 8.5500001907348651 -0.97473460435867298 1020.5499877929689 2.3500000238418584 0.50326097011566173 321.50000000000006 15.34999990463257 0.44499999284744268 -0.76037701964378346 -0.12608667463064191 -0.84404078125953663 226.16865539550784 0.01972152199596167 0.16186803579330447 16.050000190734867 0.78270998597145092 0.39008003473281866 0.25899139046669012
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 16 -7 -6 10 -10 11 13 -3 20 15 -15 -5 18 -11 -17 -4 -12 23 -14 25 -24 27 -27 -29 -26
right_child=-2 3 8 4 7 6 -8 -9 9 17 21 -13 22 14 -16 19 -18 -19 -20 -21 -22 -23 24 -25 29 26 -28 28 -30 -31
leaf_value=0.013472721156325529 9.3450092356206668e-06 0.012509745555663572 0.0010199833506097397 -0.0054343470401141281 0.010835962271532761 0.023423028048127889 -0.0031835619098274041 -0.0044121865901009492 0.011849429543045435 -0.0079441420214415408 -0.0014334969719250997 -0.0096123466322965492 0.024424701152990263 -0.0068850897634640728 0.017562105242783826 -0.0059996476491775228 -0.0015487905408340878 0.0068148855035277929 0.0016292719331641612 0.0071911083456066534 -0.016080004384275527 -0.011226003166262268 5.4061057308059499e-05 -0.0027085301640909169 0.00051281984374297184 -0.0050283925425585203 -0.0081344964095534621 0.020458175875246527 0.0011065285106928184 -0.0058468606221075692
leaf_weight=22 1310294 28 36 524 65 20 32 36 22 441 75 34 24 39 27 27 558 22 52 142 20 72 12298 42 151 69 130 20 29 225
leaf_count=22 1310294 28 36 524 65 20 32 36 22 441 75 34 24 39 27 27 558 22 52 142 20 72 12298 42 151 69 130 20 29 225
internal_value=4.19208e-06 -0.000437626 -0.00307886 -0.000246543 -0.00226699 -0.00294994 0.00704974 0.00540098 -0.00343975 -0.00560154 -0.000980254 0.00139417 -5.48362e-05 0.00268015 0.00453109 0.00283956 -0.00343052 -0.00634702 -0.00693437 0.00508371 -0.00508716 -0.00622983 -8.19234e-05 0.0071581 -0.000118902 -2.37803e-05 -0.00388383 0.0007991 0.00900516 -0.00329284
internal_weight=1.32558e+06 15282 1031 14251 1235 1134 52 101 1009 537 472 325 13016 291 235 208 1082 515 493 169 56 147 12988 66 12922 12546 248 118 49 376
internal_count=1325576 15282 1031 14251 1235 1134 52 101 1009 537 472 325 13016 291 235 208 1082 515 493 169 56 147 12988 66 12922 12546 248 118 49 376
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=31
num_cat=2
split_feature=86 23 31 34 64 87 11 62 66 78 64 136 74 66 76 69 94 136 109 39 61 12 73 75 65 63 79 66 53 63
split_gain=1.42868 2.94327 3.76042 2.79299 3.3152 3.5772 2.64981 2.56663 2.31024 3.1382 2.20604 2.1942 2.22166 2.46604 2.09248 2.12886 2.03355 2.02413 2.6419 2.99756 2.09958 2.00859 1.98943 1.95432 2.7486 2.09942 2.06094 1.8963 1.84516 2.51525
threshold=0.90770921111106884 5.3650000095367441 1014.6499938964845 16.250000000000004 0.15500000119209292 0.91810461878776561 2.9500000476837163 0.2191688269376755 0.49500000476837164 16.724999427795414 4.0950000286102304 0 0.69578075408935558 5.4549999237060556 42.245000839233406 323.80438232421881 -0.069686084985733018 1 0.52046874165534984 14.150000095367433 0.21886458992958072 2.0149999856948857 0.65580815076828014 0.58203935623168956 3.5649999380111699 0.37071263790130621 17.224999427795414 2.9750000238418584 2.0949999094009404 0.34088258445262914
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=-1 3 17 4 5 6 -2 8 9 -6 -4 12 13 14 15 16 23 18 22 -20 -21 -13 -3 28 25 -25 -27 -14 -9 -30
right_child=1 2 10 -5 7 -7 -8 11 -10 -11 -12 21 27 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-1.8016668333591608e-07 0.018344886115063793 0.018412119646867117 0.00022516589335022208 -0.0035219501607852075 -0.0025000046712882595 0.018551089289860847 0.00048895587473241401 -0.0023830443877506406 -0.0068065160695184833 0.016189515941704698 -0.0012466832769804305 -0.0007059412721096565 0.0036748197395354513 0.017155153296309813 -0.011117073655727186 0.018130825019695544 -0.0019359728084721913 0.0007187095478313494 -0.00031936215390046898 0.0101513946428895 -0.0056357886575125341 -0.0037308047392911668 0.0023411743979616811 0.0021313957404345274 -0.0071900801290757967 0.010042592213564627 0.027519935513696366 -0.0047111878137891276 0.015656191487279203 0.0020908321437340242
leaf_weight=1294493 23 21 3804 1159 165 39 215 131 346 26 7697 2667 97 29 28 22 195 11531 1071 22 493 691 232 30 20 37 31 221 45 142
leaf_count=1294493 23 21 3804 1159 165 39 215 131 346 26 7697 2667 97 29 28 22 195 11531 1071 22 493 691 232 30 20 37 31 221 45 142
internal_value=-8.24224e-06 -0.000342418 -9.69766e-05 -0.00130237 -0.000807665 0.00451462 0.00221453 -0.00110713 -0.00436988 4.41186e-05 -0.000759864 -0.000707656 0.00130728 0.00287559 0.0022675 0.00284142 0.00230835 0.000473245 -0.001064 -0.0018267 -0.00496138 -0.00132445 0.00367513 0.00420661 0.00970198 0.0131493 0.0180102 -0.00215319 0.00216745 0.00535522
internal_weight=1.32572e+06 31230 24871 6359 5200 277 238 4923 537 191 11501 4386 1028 710 681 653 631 13370 1839 1586 515 3358 253 436 118 98 68 318 318 187
internal_count=1325723 31230 24871 6359 5200 277 238 4923 537 191 11501 4386 1028 710 681 653 631 13370 1839 1586 515 3358 253 436 118 98 68 318 318 187
cat_boundaries=0 1 2
cat_threshold=1286 4225
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=31
num_cat=0
split_feature=85 35 68 52 13 8 31 55 23 5 33 63 61 128 39 34 55 82 0 63 69 97 57 31 104 21 122 102 88 83
split_gain=1.3581 1.8216 2.53809 3.73227 2.08242 2.29202 1.35979 2.43173 4.01465 6.43254 2.01829 1.89059 1.80447 1.68117 1.4989 1.91337 2.19627 2.87026 1.93424 1.8998 1.82785 1.81339 1.83339 1.61229 1.52018 1.42958 2.55195 1.41181 1.84244 1.83086
threshold=0.92301517724990856 16.550000190734867 303.00019836425787 0.58499997854232799 0.6850000023841859 3.7500000000000004 1011.0499877929689 0.034999999217689044 5.4049999713897714 4.2500000000000009 12.250000000000002 0.21984983980655673 0.3968727588653565 328.50000000000006 10.750000000000002 12.050000190734865 2.304999947547913 351.51571655273443 342.50000000000006 0.33000712096691137 210.45471954345706 -0.92966187000274647 288.39024353027349 1024.2500000000002 -0.63753315806388844 6.3350000381469735 -0.9366365075111388 0.0067780285608023414 -0.9500298500061034 259.73194885253912
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 7 8 -6 -10 -9 -8 13 -12 21 16 17 18 27 -18 -17 22 -13 -21 -20 26 -14 29 -29 -16
right_child=1 2 3 -5 6 -7 11 10 9 -11 12 14 25 -15 15 20 19 -19 24 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.8914249914905763e-06 0.00041201366370336882 -0.0039532156016186494 0.017260534498574478 -0.00086080737297102462 -0.00053750037422246291 0.019683556796775928 -0.0043060413944198796 0.0045177732975545202 0.0022221094392465826 0.035129855624917487 -0.0058166856360445524 -0.000917034796495215 0.0094272191985510304 0.0089961239092406775 0.018600238223500067 0.0094232889688248903 0.014042976053897292 -0.01223863295994566 0.0048382352627813823 -0.0024780942249533738 -0.00094348214412424448 -0.0051357970377708326 0.015620280123714889 0.0095097946484262747 0.022274844162166119 0.0027957975521806754 -0.0043217086088757411 -0.0017894750892219727 0.0047075440419686145 0.0044488654063142103
leaf_weight=1317742 36 777 35 151 71 27 356 222 33 27 218 83 40 21 31 43 20 28 25 431 3809 335 21 30 25 333 216 186 264 87
leaf_count=1317742 36 777 35 151 71 27 356 222 33 27 218 83 40 21 31 43 20 28 25 431 3809 335 21 30 25 333 216 186 264 87
internal_value=-7.82986e-06 -0.000658104 -0.00269731 0.00254912 -0.000378287 0.00867125 -0.000460259 0.00108561 0.00750896 0.0170306 0.000284216 -0.000776447 -0.000850868 -0.00451514 -0.000544528 -0.000297585 0.00151451 0.00341912 0.00412854 -0.00104346 -0.000827758 -0.00334528 0.00242223 -0.00169797 0.0135565 0.000635994 -0.00217344 0.00329861 0.00202211 0.0081666
internal_weight=1.32572e+06 7981 963 186 7018 63 6955 1181 131 60 1050 5774 828 239 5418 4979 1127 646 618 481 3852 439 104 461 50 589 256 568 450 118
internal_count=1325723 7981 963 186 7018 63 6955 1181 131 60 1050 5774 828 239 5418 4979 1127 646 618 481 3852 439 104 461 50 589 256 568 450 118
is_linear=0
shrinkage=0.05


Tree=297
num_leaves=31
num_cat=1
split_feature=63 35 67 120 99 108 53 96 79 83 126 133 62 61 58 52 56 62 15 20 136 110 36 12 33 97 121 133 77 26
split_gain=1.25692 1.49138 2.20529 3.79401 1.7034 2.18972 2.0729 1.98048 1.61618 1.58273 1.9923 1.42193 1.91356 1.546 4.35876 4.15115 6.15916 4.30122 4.09296 4.03748 4.84169 5.59836 4.73202 4.03716 5.80493 4.58467 3.5403 3.50956 4.35081 4.58715
threshold=0.83907008171081554 15.750000000000002 54.745000839233406 -0.55191597342491139 -0.9898606240749358 -0.18695564568042752 0.50499999523162853 -0.59718698263168324 11.494999885559084 286.09851074218756 0.30069434642791754 1022.3500061035157 0.66646838188171398 0.47601866722106939 227.91285705566409 8.1050000190734881 199.96265411376956 0.46735188364982611 1.7849999666213991 7.0850000381469735 0 0.54993376135826122 11.550000190734865 3.1250000000000004 8.7500000000000018 -0.73107764124870289 -0.50751903653144825 1015.0499877929689 2.185000061988831 280.50000000000006
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=11 -2 4 -4 6 7 -3 -6 9 -8 -11 13 -13 15 19 -1 23 -18 -16 -15 22 -22 -21 25 -25 26 -17 -24 -29 -30
right_child=1 2 3 -5 5 -7 8 -9 -10 10 -12 12 -14 14 18 16 17 -19 -20 20 21 -23 27 24 -26 -27 -28 28 29 -31
leaf_value=-7.3898136533310207e-06 -0.00031760741978662286 0.016252857794310769 0.021271114642066616 0.0019002222709337269 -0.0026484237208044053 0.00046812157104407064 -0.00024681674440801626 -0.015495203619098497 0.010729107831474932 0.014542260963676704 -0.0017774012907466386 -0.0031141324248587197 -0.00013594100054894795 -0.0005643473647716765 0.0004924568049083398 0.0013187081909677473 -0.0013984442082303628 -0.000157989089883458 5.9480382501347551e-05 0.0047343687804064505 0.0002663112408406452 -0.0020326821843523898 0.00071625564216709126 -0.027028338956060233 -0.002564708179375548 0.0027667731789204589 -0.0024071392199612922 -0.0099167985337897668 0.0032120931520345968 -0.0042043537391264103
leaf_weight=914117 48613 29 35 91 180 2381 311 36 52 45 32 855 1461 41569 79814 1569 16259 12256 172654 700 6880 4305 16554 27 238 2583 1074 159 376 468
leaf_count=914117 48613 29 35 91 180 2381 311 36 52 45 32 855 1461 41569 79814 1569 16259 12256 172654 700 6880 4305 16554 27 238 2583 1074 159 376 468
internal_value=-7.43836e-06 -0.000248864 0.000798081 0.00728103 0.000531659 3.08255e-05 0.00330493 -0.00478955 0.00245154 0.00134218 0.00776006 2.3794e-06 -0.0012354 4.63381e-06 9.90201e-05 -2.75688e-05 -0.00057 -0.000865286 0.000196359 -0.000247054 0.000200931 -0.000617997 0.000702594 0.00096343 -0.00505723 0.00126873 -0.000195314 0.000542247 -0.00232967 -0.000900344
internal_weight=1.32572e+06 51805 3192 126 3066 2597 469 216 440 388 77 1.27392e+06 2316 1.2716e+06 323479 948123 34006 28515 252468 71011 29442 11185 18257 5491 265 5226 2643 17557 1003 844
internal_count=1325723 51805 3192 126 3066 2597 469 216 440 388 77 1273918 2316 1271602 323479 948123 34006 28515 252468 71011 29442 11185 18257 5491 265 5226 2643 17557 1003 844
cat_boundaries=0 1
cat_threshold=4960
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=31
num_cat=4
split_feature=72 60 67 30 136 39 52 68 62 79 136 23 42 33 30 72 28 136 76 0 34 136 63 13 62 1 4 87 39 127
split_gain=1.29407 1.71386 4.25476 4.14145 6.07924 3.67515 3.46987 5.22512 3.82014 3.17157 6.56157 6.49883 6.36448 5.69996 5.02157 4.86765 4.85563 4.82047 4.54403 4.50149 4.30771 3.97801 3.85668 3.56424 3.88052 3.32887 5.13604 5.53925 3.28854 3.61651
threshold=0.88947376608848583 0.46236798167228704 24.345000267028812 1011.1499938964845 0 14.050000190734865 8.5250000953674334 234.84732055664065 0.49324336647987371 16.175000190734867 1 6.0050001144409189 13.250000000000002 16.550000190734867 1010.8500061035157 0.72080975770950328 1021.1499938964845 2 0.5249999761581422 345.50000000000006 13.949999809265138 3 0.28900165855884558 1.2749999761581423 0.39207401871681219 311.50000000000006 3.0499999523162846 0.87398973107337963 15.550000190734865 0.86159634590148937
decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 9 -8 -9 15 -11 19 13 14 28 -1 20 -17 -19 -12 22 25 -16 24 -20 -22 27 -27 -13 -30
right_child=-2 -3 3 -5 5 -7 7 8 -10 10 11 12 -14 -15 16 17 -18 18 23 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-4.2338662930925196e-09 -0.00022912313906958451 0.00010070943416109676 0.0025622167592339799 -0.0011219525266203843 -0.0025836468399262182 0.0028486825479065638 0.0014497435863146475 -0.0015293609310551358 0.00021775472123760511 -0.00073059541408930083 0.00025108344737857774 -0.00080791890890484106 0.019669183811291735 -0.0048010205892518075 0.0037593872078930234 0.00046507151275990122 -0.0013974303571172349 0.020017527873054719 -0.0035530607643124604 -0.0027940512512678374 -0.0011273444445959071 -0.0019254565060126156 0.001806985954847001 -0.00063363926823648518 -0.00088293774403757979 0.0028238563705235719 0.0033616335196236277 0.039591232436110402 0.0057025287610669006 -0.014414922303209702
leaf_weight=792145 62516 335801 2053 15698 1430 398 2436 11191 4343 11311 26443 3273 47 382 3495 8634 1143 26 2399 1272 437 1238 9155 24328 3144 20 597 21 323 24
leaf_count=792145 62516 335801 2053 15698 1430 398 2436 11191 4343 11311 26443 3273 47 382 3495 8634 1143 26 2399 1272 437 1238 9155 24328 3144 20 597 21 323 24
internal_value=-7.06645e-06 3.92312e-06 -3.11219e-05 -0.000760376 0.000702142 -0.00139327 -1.53941e-05 -0.000703272 -0.0010409 -1.50297e-06 0.000352145 0.000608007 0.00129129 0.00124834 0.00136549 -2.66984e-05 0.00174369 -0.000575495 -0.000875864 0.000111325 0.00198364 -3.59283e-07 0.0023464 -0.000894343 -0.00203856 0.00221395 0.00453729 0.0216559 -0.000317227 0.00431112
internal_weight=1.32572e+06 1.26321e+06 927406 19579 3881 1828 907827 17970 15534 889857 59181 47870 20155 20108 19726 830676 16106 38531 29897 27715 14963 2313 12650 29871 5543 1075 638 41 3620 347
internal_count=1325723 1263207 927406 19579 3881 1828 907827 17970 15534 889857 59181 47870 20155 20108 19726 830676 16106 38531 29897 27715 14963 2313 12650 29871 5543 1075 638 41 3620 347
cat_boundaries=0 1 2 3 4
cat_threshold=337 7184 180 35
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=31
num_cat=1
split_feature=85 35 68 52 13 101 67 122 79 83 30 87 37 73 64 55 89 18 105 67 80 87 38 29 54 28 22 101 136 37
split_gain=1.20536 1.62842 2.2926 3.36935 1.88573 2.06829 1.34775 1.2772 3.12276 4.96038 4.14639 8.47144 3.5518 3.66601 3.12073 3.51922 2.76472 2.71367 4.45289 3.97832 4.158 3.53456 3.5248 7.41164 6.25172 4.48137 4.28354 4.12776 3.58513 3.52022
threshold=0.92301517724990856 16.550000190734867 303.00019836425787 0.58499997854232799 0.6850000023841859 0.065610866993665709 0.44499999284744268 -0.64942333102226246 2.9550000429153447 236.55110168457034 1002.9500122070314 0.82243135571479808 21.150000572204593 0.83366209268569957 0.62500000000000011 0.66500002145767223 -0.94899600744247425 7.4149999618530282 -0.99907943606376637 3.1950000524520878 324.80609130859381 0.88122162222862255 15.250000000000002 1012.9500122070314 1.9750000238418581 1013.0499877929689 7.6849999427795419 0.11553857475519182 0 16.050000190734867
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 1 2
left_child=7 4 6 -4 5 -2 -3 8 -1 -10 11 -11 13 17 15 -14 -13 18 -12 20 -19 22 25 27 26 -21 28 29 -25 -24
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 12 16 14 -15 -16 -17 -18 19 -20 21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.5712982013066153e-05 -0.00011012027560568909 -0.0084969009883701808 0.016416759141720833 -0.00080102164935086828 -0.00043277096295587673 0.018066284169667754 -0.0028292099067289064 -3.9648261049442375e-05 -0.001073598078922012 -0.0026695644245936716 0.0025750287249390611 0.0027737540972171998 -0.0079453615471720695 -0.00013491775740592899 -0.0029414523305837333 0.0099542749928065929 0.016599187819404018 0.0011339133503251882 -0.00022312765024160871 -0.0012851295864500457 -0.0019692708821863916 0.0010489648346662282 -0.00033087845376160527 -0.0058351370236178974 0.00057518086176370229 0.00013868081777757371 0.0044324810295526323 0.0014909401544056225 -0.0013032471732302255 0.0059485338415225589
leaf_weight=295915 34 125 35 151 6955 29 652 847853 6991 161 1516 49 38 37991 1311 99 138 29136 22881 6605 1121 14037 280 755 10772 33844 203 3884 1062 1100
leaf_count=295915 34 125 35 151 6955 29 652 847853 6991 161 1516 49 38 37991 1311 99 138 29136 22881 6605 1121 14037 280 755 10772 33844 203 3884 1062 1100
internal_value=-6.71298e-06 -0.00061933 -0.00254738 0.00243888 -0.000354765 0.0082568 -0.003741 -3.00263e-06 6.31196e-05 0.000231225 0.000285854 0.00573794 0.000274468 0.00029608 -0.00219109 0.00498941 0.0129765 0.000424811 -4.92536e-05 0.00053732 0.00101894 0.000336437 0.000165481 0.000746358 9.65198e-05 -9.38161e-05 -0.00245602 0.00232552 -0.00322563 0.00467445
internal_weight=1.32572e+06 7981 963 186 7018 63 777 1.31774e+06 469889 173974 166983 348 166635 165187 1448 137 187 127196 24397 102799 30257 72542 58505 18056 12792 40449 2020 5264 1817 1380
internal_count=1325723 7981 963 186 7018 63 777 1317742 469889 173974 166983 348 166635 165187 1448 137 187 127196 24397 102799 30257 72542 58505 18056 12792 40449 2020 5264 1817 1380
cat_boundaries=0 1
cat_threshold=2882
is_linear=0
shrinkage=0.05


Tree=300
num_leaves=31
num_cat=1
split_feature=87 3 67 61 26 8 21 21 56 31 10 77 52 57 25 12 115 12 93 80 136 103 28 35 94 118 38 43 57 5
split_gain=1.18689 2.71903 1.91472 1.83082 1.48573 1.38184 1.54511 2.09089 1.79344 1.47681 1.28761 1.27047 1.24813 1.28191 1.25442 1.20752 1.18402 1.16384 4.52828 4.25383 3.20025 4.07005 4.64056 4.1343 3.99522 3.68789 3.54943 3.54657 3.42082 3.00787
threshold=0.93191540241241466 282.50000000000006 24.345000267028812 0.40103544294834143 194.50000000000003 12.250000000000002 5.3949999809265146 5.3250000476837167 173.89295959472659 1008.9500122070314 13.550000190734865 34.954999923706062 2.1750000715255742 269.49714660644537 303.50000000000006 2.3149999380111699 -0.63605400919914235 0.76499998569488536 -0.95177769660949696 255.81830596923831 0 0.46096956729888922 1020.2500000000001 15.550000190734865 -0.96446242928504933 -0.95368063449859608 16.750000000000004 12.84999990463257 256.36303710937506 1.2500000000000002
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=17 3 4 -2 -3 6 7 -6 -8 -10 -7 -12 13 -11 -14 -16 -4 18 19 -1 21 22 23 27 26 -25 -22 28 -20 -28
right_child=1 2 16 -5 5 10 8 -9 9 12 11 -13 14 -15 15 -17 -18 -19 20 -21 24 -23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=0.00099155137855463579 -0.0051085004921616753 -0.012029384383155655 0.012237609228551653 -0.0013116274358931505 0.0034228953100021255 -0.0064063679277902956 -0.011374420227172475 0.019188897132586976 0.01178029638024107 -0.0048453781621590744 0.0098291841133808094 -0.0020520278547580045 -0.00065007112511556028 0.0021936309331690323 0.0032598482901271667 0.013277037675696901 -0.0016840536036484299 9.2929124392329124e-06 -0.00044241013868482216 -0.0028349335868894081 -0.0051893198340949914 -0.00024591921753470004 0.0074720543513973102 0.031489025019109253 -0.00012038692995999514 0.0062246638636749528 0.0059697252226202455 0.020840538661418995 0.0070265063941426413 -0.001710089028014586
leaf_weight=970 449 24 56 1084 110 120 30 26 31 155 30 90 137 111 113 41 21 1264412 1105 2891 732 2038 441 20 48986 52 146 22 178 1006
leaf_count=970 449 24 56 1084 110 120 30 26 31 155 30 90 137 111 113 41 21 1264412 1105 2891 732 2038 441 20 48986 52 146 22 178 1006
internal_value=-2.91039e-06 -0.00106444 0.000838513 -0.00242369 0.000263488 0.000560298 0.00161208 0.00643698 0.000550287 0.00115869 -0.00274405 0.000918275 0.000567542 -0.00190805 0.00283045 0.00592676 0.00844079 -8.01771e-07 -0.000218663 -0.0018736 -0.000101904 0.001285 0.00300824 0.00157866 -0.000207245 0.0132425 -0.00246675 0.000935132 0.000593807 -0.000736779
internal_weight=1.32563e+06 2628 1095 1533 1018 994 754 136 618 588 240 120 557 266 291 154 77 1.323e+06 58587 3861 54726 3856 1818 1377 50870 72 1884 1305 1283 1152
internal_count=1325627 2628 1095 1533 1018 994 754 136 618 588 240 120 557 266 291 154 77 1322999 58587 3861 54726 3856 1818 1377 50870 72 1884 1305 1283 1152
cat_boundaries=0 1
cat_threshold=146
is_linear=0
shrinkage=0.05


Tree=301
num_leaves=31
num_cat=0
split_feature=39 29 54 91 53 63 90 101 114 4 88 64 3 68 22 102 4 88 10 100 3 117 80 61 12 86 0 106 28 10
split_gain=1.08528 2.4215 3.25103 4.48866 2.84726 2.92006 3.65238 2.86452 1.94514 2.03051 1.74188 2.20796 2.40131 1.32899 2.15418 1.63479 1.17851 1.17636 2.8222 2.25212 2.02995 2.4505 3.21252 2.48516 2.20081 2.31144 2.10859 3.52247 3.35623 2.24815
threshold=7.7500000000000009 1021.9500122070314 1.5349999666213991 -0.10943372175097464 0.38499999046325689 0.45900529623031622 -0.93980887532234181 0.47059763967990881 -0.89490029215812672 12.449999809265138 0.022196399047970775 4.9649999141693124 335.50000000000006 287.96470642089849 6.3450000286102304 0.3159895539283753 17.250000000000004 0.51147201657295238 15.550000190734865 -0.99352508783340443 121.50000000000001 -0.99901017546653736 269.33135986328131 0.37674482166767126 3.3149999380111699 0.86584922671318065 346.50000000000006 -0.64401912689208973 1019.0499877929689 3.7500000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -6 -3 9 13 16 12 -12 -1 15 -15 -10 -2 19 -19 26 22 -22 24 -23 -26 29 28 -28 -21
right_child=17 2 -4 -5 5 -7 -8 -9 10 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 21 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=4.0165895424091586e-06 -5.0325862532118934e-07 -0.0069149324885354599 -0.0005468290218581947 -0.0010581878743223215 0.042131678653614862 0.0031519678747281435 0.016692444692950611 0.015276151443972734 -0.00082599738337398693 0.014805555528437254 0.013553716712409541 0.020534007048065014 -0.0095980898477137089 0.00028393133310601116 -0.001548870231341967 0.017247311786121253 0.011387102687731385 -0.0060246864062447596 -0.0050982660368412685 -0.00050936743300799929 -0.0010450512752868235 0.00042673932575063337 0.022503649065869727 -0.0015622186245357215 -0.0008857683805019959 0.020506330173728722 0.0026275341916415429 -0.0014541594753738004 0.028325200934583947 -0.0039120234193628948
leaf_weight=204 1312779 26 169 77 21 20 43 33 1596 37 21 22 24 20 47 49 20 174 328 1034 30 5806 28 1903 23 28 27 99 24 915
leaf_count=204 1312779 26 169 77 21 20 43 33 1596 37 21 22 24 20 47 49 20 174 328 1034 30 5806 28 1903 23 28 27 99 24 915
internal_value=-2.76487e-06 0.00105315 0.00466841 0.00867465 0.0139154 0.0198283 0.0250397 0.00549703 0.000363773 0.00371604 -0.000347313 0.00755257 0.00120609 0.00243381 0.0067069 0.0123304 -0.000674845 -4.70322e-06 -0.000533892 -0.000385531 -0.000286589 8.40754e-05 0.0103233 7.54524e-06 0.000517578 0.0108589 -0.00166718 0.00404524 0.0147206 -0.00210682
internal_weight=1.32563e+06 2429 389 220 143 84 64 59 2040 357 1683 67 45 320 116 69 1616 1.3232e+06 10419 10091 9917 7818 58 7760 5857 51 2099 150 51 1949
internal_count=1325627 2429 389 220 143 84 64 59 2040 357 1683 67 45 320 116 69 1616 1323198 10419 10091 9917 7818 58 7760 5857 51 2099 150 51 1949
is_linear=0
shrinkage=0.05


Tree=302
num_leaves=31
num_cat=1
split_feature=31 95 92 38 22 136 104 63 55 4 32 77 33 36 8 59 85 79 59 36 66 123 30 24 90 38 54 29 104 10
split_gain=1.0829 4.41711 2.81754 1.99077 2.64402 1.79343 2.06106 2.86707 1.56387 2.04705 2.39904 1.62485 1.82745 1.52576 1.44135 1.80131 1.34171 1.35565 3.93932 7.87598 6.53778 2.86097 1.33187 1.32732 1.32142 1.51004 6.47854 1.75098 1.42644 1.90716
threshold=1024.7500000000002 -0.60649192333221424 -0.86873474717140187 7.3500001430511483 5.1549999713897714 0 -0.64906084537506092 0.46568049490451818 50.159999847412116 1.2500000000000002 8.9499998092651385 45.664999008178718 10.550000190734865 16.44999980926514 11.050000190734865 248.97383117675784 0.88610437512397777 8.8550000190734881 237.64128875732425 10.949999809265138 17.664999961853031 -0.43049471080303187 1024.549987792969 340.50000000000006 0.041427349671721465 9.6500000953674334 9.5749998092651385 1024.850036621094 -0.96567752957344044 1.1500000357627871
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 22 4 -3 8 7 -7 11 10 -10 24 -13 14 -9 -16 17 -8 19 20 21 -19 -2 -20 25 26 -5 -28 29 -27
right_child=1 3 -4 5 -6 6 16 13 9 -11 -12 12 -14 -15 15 -17 -18 18 23 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=6.8977078735933628e-06 -0.00215715901964965 -0.0012309077955168588 -0.0020305040095471801 -0.00029127526692024331 0.023888007360510527 -0.0024086919576831911 6.4982554216886911e-05 -0.00071763393776341528 0.024111897563561798 0.0012379002696938407 0.0047508728042885201 0.0146173454541713 -0.0024100371045418659 0.013279230666812509 0.014880591818212491 0.00076702104702691849 0.0033428564311529848 -0.03686496607567135 -0.00085768753765512516 0.0021875320184158117 0.0022206748719327154 -0.013501685801893475 -0.010561290298884904 0.0087216266670037765 -0.0052239977137059357 0.014358648275956513 0.0019535184502601625 0.017027002394856286 -8.3372054987633073e-05 0.0015341641739772447
leaf_weight=1269249 66 22 995 372 20 2371 16194 11849 20 1521 80 40 26 20 23 1325 291 38 1596 82 24 20 165 37 118 30 25 84 18063 861
leaf_count=1269249 66 22 995 372 20 2371 16194 11849 20 1521 80 40 26 20 23 1325 291 38 1596 82 24 20 165 37 118 30 25 84 18063 861
internal_value=-2.62663e-06 -0.00021705 -0.00318543 -0.000151064 0.0107305 -0.000159357 -0.000385166 -0.00080768 0.000200811 0.00169349 0.00862308 7.75818e-05 0.00790959 -0.000520474 -0.000541387 0.00100783 -2.5123e-05 -7.95993e-05 -0.00138253 -0.00876969 -0.0197269 -0.0288087 -0.00816011 -0.000640642 5.11454e-05 8.31735e-05 0.0028498 0.0135698 1.29643e-05 0.00196596
internal_weight=1.32563e+06 56378 1226 55152 42 55110 33870 15588 21240 1621 100 19619 66 13217 13197 1348 18282 17991 1797 164 82 58 231 1633 19553 19435 481 109 18954 891
internal_count=1325627 56378 1226 55152 42 55110 33870 15588 21240 1621 100 19619 66 13217 13197 1348 18282 17991 1797 164 82 58 231 1633 19553 19435 481 109 18954 891
cat_boundaries=0 1
cat_threshold=5181
is_linear=0
shrinkage=0.05


Tree=303
num_leaves=31
num_cat=0
split_feature=87 26 61 67 64 67 62 39 35 122 73 126 131 12 92 108 43 86 22 67 52 53 27 27 91 98 101 6 35 111
split_gain=1.07106 2.471 2.00977 1.93985 1.6405 1.45328 1.16736 1.32861 1.2571 2.16881 1.38029 1.14266 1.06127 1.05832 4.25582 5.4797 4.29729 2.83661 3.29957 3.43663 2.95328 2.73791 2.68559 2.98708 2.69902 2.54715 2.5462 2.57344 2.52953 3.8754
threshold=0.93191540241241466 280.50000000000006 0.3968727588653565 24.345000267028812 0.15500000119209292 0.38499999046325689 0.28915651142597204 9.8499999046325701 10.84999990463257 -0.62249094247817982 0.75967273116111766 0.70088258385658275 351.50000000000006 0.76499998569488536 -0.96396178007125843 -0.4846618771553039 9.3499999046325701 0.86881208419799816 4.5050001144409189 1.435000002384186 0.034999999217689044 2.3349999189376835 140.50000000000003 164.50000000000003 0.64721041917800914 -0.73096665740013111 -0.12088955938816069 3.4500000476837163 13.84999990463257 -0.10726574435830115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 5 -2 -3 -7 -8 9 -9 -11 -6 13 14 15 28 22 -16 19 -19 26 -18 -17 -24 -25 -26 27 -20 29 -1
right_child=1 3 -4 -5 11 6 7 8 -10 10 -12 -13 -14 -15 17 16 21 18 20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.028925341770052911 0.0083422525040805339 0.012733366789126939 -0.0012728749750713559 0.0081586654295361695 -0.005323782482900029 -0.0042226513300556694 -0.0078856774382887688 0.02031297018928897 0.00015176831578296183 0.011723397493075867 -0.0022988057971276617 -0.013826619337002436 -0.0016024943124506666 1.0393419925180383e-05 -1.7587780782277675e-05 0.013079440643024796 -0.0060082509411578874 -0.0050744558339361895 0.0035740720036511239 0.011914306188813381 -0.0011467319595868325 -0.001093461586752442 -0.011706109107035446 -0.0010557492406615685 0.0012533829813557013 0.024616123363375667 0.0016088460950907007 0.025613293272477612 0.0027162060708082218 -0.00021047934091516902
leaf_weight=25 20 22 859 77 324 160 47 21 973 26 54 45 1033 1263380 52320 34 990 749 26 31 2011 397 64 1508 28 20 118 27 217 21
leaf_count=25 20 22 859 77 324 160 47 21 973 26 54 45 1033 1263380 52320 34 990 749 26 31 2011 397 64 1508 28 20 118 27 217 21
internal_value=-2.4953e-06 -0.0010109 -0.00262312 0.000447113 -0.00560478 -8.59648e-06 -0.000227428 0.000342809 0.000702901 0.00601233 0.00225841 -0.00636071 -4.92207e-07 7.59617e-07 -0.000206989 -0.00195015 -0.00254897 -0.000102807 -0.00160809 -0.00439926 -0.000610334 -0.00460149 -0.000827777 -0.00111966 -0.000684224 0.0109879 0.00569783 0.0148016 0.00497388 0.0156242
internal_weight=1.32563e+06 2628 1248 1380 389 1303 1281 1121 1074 101 80 369 1.323e+06 1.32197e+06 58586 3304 3041 55282 2962 780 2182 1387 1654 1620 1556 48 171 53 263 46
internal_count=1325627 2628 1248 1380 389 1303 1281 1121 1074 101 80 369 1322999 1321966 58586 3304 3041 55282 2962 780 2182 1387 1654 1620 1556 48 171 53 263 46
is_linear=0
shrinkage=0.05


Tree=304
num_leaves=31
num_cat=0
split_feature=88 10 34 42 116 83 52 117 96 115 98 16 123 126 82 86 55 52 39 120 73 112 72 38 28 123 126 62 53 63
split_gain=0.973678 2.36697 2.24571 2.37222 3.04629 2.13691 2.59524 2.50015 2.01125 1.99481 4.10753 1.98388 2.01491 1.88463 2.34063 1.84442 3.40719 3.27529 4.00293 2.78144 2.90426 2.74074 2.67601 2.80627 2.61159 4.37872 2.97985 2.61481 2.38686 2.27567
threshold=0.51147201657295238 15.550000190734865 22.150000572204593 17.550000190734867 -0.76037701964378346 254.33614349365237 6.055000066757203 0.82409480214118969 -0.63076740503311146 -0.80382624268531788 -0.92721220850944508 15.405000209808351 -0.53727915883064259 -0.82409480214118946 256.92408752441412 0.87456086277961742 1.9450000524520876 1.0950000286102297 17.44999980926514 0.18222858756780627 0.67941871285438549 0.31729258596897131 0.59096276760101329 16.849999427795414 1018.3500061035157 -0.60873827338218678 -0.061046212911605828 0.33751361072063452 1.2250000238418581 0.41948755085468298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 13 15 9 -9 10 -8 12 -12 14 -2 16 -7 19 29 -17 22 24 23 -21 26 27 -18 -26 -27 -19
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 11 -13 -14 -15 -16 17 21 18 -20 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=1.4521483609759411e-06 -0.0002063152171484585 -0.0046241595627305038 -0.01562278128694743 -0.0023716624276951342 0.016531017217091583 9.8781818782984625e-05 -0.0041127792262333511 0.0033132683942094449 0.02266550616136399 -0.00028265693726725588 0.029117545314199689 0.0016991517196098965 0.0097876546653704009 -0.0035622400661581895 0.016166963353753089 -0.0018738916682266423 0.00074454570627805394 0.004670048958997336 -0.0060790743958994246 -0.0053386350348591811 -0.003346501614736474 0.006149780114467901 0.026794458456013515 0.019789241254329681 0.017712653162128007 0.0081450248927254481 -0.0045483230702088916 0.0017787592814249153 -0.0041601040273175774 -0.0012860838963220326
leaf_weight=1315161 172 334 24 39 47 3972 47 25 29 258 28 21 26 840 25 1031 328 903 118 25 46 91 23 20 52 47 1405 51 244 195
leaf_count=1315161 172 334 24 39 47 3972 47 25 29 258 28 21 26 840 25 1031 328 903 118 25 46 91 23 20 52 47 1405 51 244 195
internal_value=-2.37053e-06 -0.00048273 -0.000346208 -0.000309936 0.00795887 -0.000380892 -0.000132855 0.00363907 0.0137061 0.00220849 0.00747665 0.0147394 0.0198106 -0.00252998 0.00187151 -0.000324296 -0.000777814 0.000864721 0.00267182 -0.00105444 0.0063566 -0.00234762 0.0129205 0.00582931 -0.00271117 0.000963263 -0.00354656 0.00982306 -0.00217268 0.00361227
internal_weight=1.32563e+06 10466 10132 10108 86 10022 8985 434 54 380 122 75 54 1037 197 8551 6190 2361 1216 1145 114 2218 68 45 2127 394 1733 103 291 1098
internal_count=1325627 10466 10132 10108 86 10022 8985 434 54 380 122 75 54 1037 197 8551 6190 2361 1216 1145 114 2218 68 45 2127 394 1733 103 291 1098
is_linear=0
shrinkage=0.05


Tree=305
num_leaves=31
num_cat=0
split_feature=25 2 64 60 55 12 28 112 107 90 89 93 14 88 85 93 84 14 4 116 32 86 11 79 127 2 7 34 93 36
split_gain=1.26592 2.92163 2.80144 2.78933 3.57973 3.32879 2.68911 3.06118 3.9594 3.65031 4.1072 2.25097 2.12253 2.60038 1.97439 2.71856 2.47042 2.03839 1.94146 2.37876 1.85121 2.95107 4.578 3.20993 1.77852 1.77722 2.08245 1.75285 1.80166 1.68711
threshold=348.50000000000006 355.50000000000006 59.039999008178718 0.3512022346258164 0.064999999478459372 1.6549999713897707 1013.2500000000001 -0.30069434642791742 -0.64845305681228627 -0.56481048464775074 -0.51931273937225331 -0.92082044482231129 1.9950000047683718 -0.41493223607540125 0.81173232197761547 -0.86965125799179066 0.80488482117652904 1.7150000333786013 11.34999990463257 0.97625884413719188 12.150000095367433 0.85434487462043773 6.0499999523162851 26.474999427795414 0.9980967938899995 348.50000000000006 9.0500001907348651 12.050000190734865 -0.97942665219306935 8.9499998092651385
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 20 14 9 18 -11 27 -7 -14 15 -8 -17 -18 19 -9 -2 -22 23 -23 29 -16 -27 -10 -29 -13
right_child=1 2 -4 -5 5 12 7 8 11 10 -12 24 13 -15 25 16 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-6.0381363208963399e-06 -0.0053051711631133779 -0.0013329916079340203 0.022067008565434004 -0.00064999924005510726 -0.0029313810049526154 0.026253129364075985 0.014191923985207404 -0.0015123549183564528 0.0018041177951406851 0.03123946332118728 0.0071279987962426326 0.0092693804425424808 0.0030187432956628748 0.01965487845494257 -0.0045772324596422128 -0.0011160547149148825 0.00061143776401877408 0.022641672245005059 -0.0072640410003562764 0.019490425055846573 -0.0052173292020482849 0.0057387100655914231 -0.00018754710688112164 0.029924023451040623 0.0046690138375536554 -0.002890924477276016 0.013970442400410926 0.006432905330854867 0.024899843685328962 -1.2785943441321865e-05
leaf_weight=1321313 295 78 22 195 31 33 37 28 46 33 38 51 46 48 425 403 21 21 30 26 190 34 253 23 295 47 30 28 25 1220
leaf_count=1321313 295 78 22 195 31 33 37 28 46 33 38 51 46 48 425 403 21 21 30 26 190 34 253 23 295 47 30 28 25 1220
internal_value=-3.33208e-06 0.000879084 0.00466342 0.00377507 0.00743137 0.0117581 0.000402756 0.0011305 0.00234525 0.00998871 0.0183347 0.0016337 0.0153437 0.0115138 -0.0011163 0.00116939 8.66186e-05 0.0116266 0.00293433 0.00860009 -0.00216402 -0.000310747 0.00269651 0.0154977 0.00117146 -0.00331092 0.00367844 0.00894552 0.0151437 0.000359669
internal_weight=1.32536e+06 4052 453 431 236 158 3599 2804 1820 155 71 1665 127 94 984 482 445 42 84 54 795 500 310 57 1566 502 77 99 53 1271
internal_count=1325365 4052 453 431 236 158 3599 2804 1820 155 71 1665 127 94 984 482 445 42 84 54 795 500 310 57 1566 502 77 99 53 1271
is_linear=0
shrinkage=0.05


Tree=306
num_leaves=31
num_cat=0
split_feature=25 112 28 106 11 90 32 83 59 74 121 71 8 93 19 36 9 89 39 37 38 8 32 10 75 68 20 71 102 90
split_gain=1.14249 2.39729 2.95427 2.82199 2.47078 2.44815 2.33118 2.20393 2.33289 1.91532 1.7651 2.0068 3.03215 2.76301 1.8656 2.45969 2.39525 2.48055 2.73401 2.17316 2.61379 3.34549 3.05532 2.88469 3.79845 2.53293 2.09282 2.06202 1.90824 2.15604
threshold=348.50000000000006 -0.30069434642791742 1013.2500000000001 -0.68578258156776417 1.4499999880790713 -0.55642288923263539 11.449999809265138 268.44810485839849 225.44504547119143 0.89995816349983226 0.21643137186765674 294.46054077148443 4.0499999523162851 -0.20781651139259336 7.4149999618530282 14.449999809265138 11.84999990463257 -0.060086900368332856 11.34999990463257 13.050000190734865 12.550000190734865 9.1500000953674334 12.650000095367433 6.6499998569488534 0.83035594224929821 343.32144165039068 6.2049999237060556 318.92211914062506 0.94078812003135692 -0.21241538226604459
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 5 -5 -3 -4 -9 -2 11 -6 13 -13 16 19 27 28 -19 20 22 -22 23 24 26 -23 -16 -14 29 -18
right_child=1 2 3 4 10 -7 -8 8 -10 -11 -12 12 14 -15 15 -17 17 18 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.7362297611347656e-06 -0.0012147186453114007 -0.0066718018705224889 -0.0024005507305264475 0.0031317375571234154 -0.00020394442664238338 0.023787500506240088 0.0004072609703289345 0.029675043471665549 0.0090084519107929539 0.011168802931206302 -0.0027282568920056934 0.024139123048746228 0.0097666722359135757 0.0018426356594621514 0.015242232140153647 0.016994817934643764 0.0081498136699972856 0.0065715516296525793 0.029049920892312883 -0.0057534312911478704 -0.0014502463505543289 0.0085315419644441306 -0.00788939353544265 0.0012845833187014179 0.027192175603256777 0.032549386480379673 -0.0064576322287321093 -0.002948714103232223 0.019752130201086404 -0.0096632192954421055
leaf_weight=1321313 1288 154 20 32 522 26 475 22 36 32 185 33 50 24 20 26 53 24 31 95 31 23 80 565 26 21 25 88 20 25
leaf_count=1321313 1288 154 20 32 522 26 475 22 36 32 185 33 50 24 20 26 53 24 31 95 31 23 80 565 26 21 25 88 20 25
internal_value=-3.16548e-06 0.000835129 0.00168049 0.0025797 0.00222023 0.0123912 -0.00132593 0.0119121 0.0168475 -0.000914512 0.00192032 0.00240292 0.00348291 0.0147511 0.002949 0.00183677 0.00643476 0.0107429 0.0192412 0.00139195 0.00225012 0.0111307 0.00131989 0.00247829 0.0119775 0.0199946 0.00318675 0.00165831 0.00597349 0.00244051
internal_weight=1.32536e+06 4052 2732 2103 2025 58 629 78 58 1320 1967 1782 1260 57 1203 912 291 153 55 886 791 75 716 636 71 44 45 138 98 78
internal_count=1325365 4052 2732 2103 2025 58 629 78 58 1320 1967 1782 1260 57 1203 912 291 153 55 886 791 75 716 636 71 44 45 138 98 78
is_linear=0
shrinkage=0.05


Tree=307
num_leaves=31
num_cat=1
split_feature=16 66 64 115 32 76 81 15 62 98 14 32 136 36 31 74 62 21 22 19 85 35 64 101 28 29 5 122 2 122
split_gain=1.15444 5.17585 3.1391 3.11779 3.54396 2.98039 3.38747 3.19762 4.22439 3.51751 4.2382 3.1571 2.74025 2.37072 2.24025 2.31942 3.47567 2.26455 2.20086 3.12966 3.32311 3.5511 2.53699 2.81264 2.548 4.30449 3.0228 3.55938 2.70443 2.438
threshold=6.9049999713897714 1.7849999666213991 7.9549999237060556 -0.91702514886856068 15.750000000000002 34.215000152587898 334.96275329589849 0.89499998092651378 0.23184338212013247 -0.46118284761905665 2.3349999189376835 13.050000190734865 0 11.84999990463257 1007.3500061035157 0.35063974559307104 0.34571954607963568 5.3550000190734872 5.4249999523162851 6.4600000381469735 0.88610437512397777 12.84999990463257 0.25499999523162847 -0.2854135781526565 1014.7500000000001 1017.1499938964845 7.4500000476837167 -0.25037047266960138 333.50000000000006 -0.043617725372314446
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 5 3 -3 -5 6 -1 8 -8 10 18 13 -6 -10 -14 16 -16 -18 19 20 21 -9 -21 -24 28 26 -26 -28 -25 -20
right_child=-2 2 -4 4 12 -7 7 9 11 -11 -12 -13 14 -15 15 -17 17 -19 29 22 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-1.9550494962903539e-06 1.1666485991724857e-05 -9.9783482783055046e-05 0.00079257274688604668 -0.0010985416351119866 -0.0064213913409217728 -0.0037003430532226399 0.031027733321700779 -0.0072817135526276862 0.028278012038208546 -0.0029085744050813414 0.016339073332686287 -0.0033461233283477751 0.0087417367307676217 0.0044927182692018428 -0.0032837293018967333 -0.0030936738114130027 0.02171560137701983 0.00071213187738543467 0.0022536553200763212 -0.0072467626681408069 0.011723428395278049 0.0047985315204284668 0.02714908942114562 0.0084554732825350143 0.03577203198025624 0.0042251356072781554 0.027241555365733805 0.0014970250684639506 -0.01398518577218056 -0.010555554214258083
leaf_weight=94272 1206107 6266 2669 12079 522 538 21 141 20 285 60 44 45 22 71 1545 33 21 95 26 53 107 20 29 21 113 25 29 25 61
leaf_count=94272 1206107 6266 2669 12079 522 538 21 141 20 285 60 44 45 22 71 1545 33 21 95 26 53 107 20 29 21 113 25 29 25 61
internal_value=-3.0072e-06 -0.000151408 -0.00082075 -0.00102996 -0.00143709 1.06928e-05 3.16057e-05 0.00267475 0.0109229 0.00186507 0.00355511 0.00601361 -0.00326513 0.015819 -0.00225387 -0.00256365 0.0039874 0.0135476 0.00252553 0.00392413 0.000359013 -0.00206967 0.00765018 0.0091285 0.00763919 0.0103889 0.0196755 0.0134158 -0.00193372 -0.00275507
internal_weight=1.32536e+06 119258 23251 20582 14316 96007 95469 1197 107 1090 805 86 2237 42 1715 1670 125 54 745 589 301 248 288 262 242 188 75 54 54 156
internal_count=1325365 119258 23251 20582 14316 96007 95469 1197 107 1090 805 86 2237 42 1715 1670 125 54 745 589 301 248 288 262 242 188 75 54 54 156
cat_boundaries=0 1
cat_threshold=770
is_linear=0
shrinkage=0.05


Tree=308
num_leaves=31
num_cat=0
split_feature=78 25 83 89 63 39 68 94 35 65 35 53 29 111 82 36 55 133 67 79 84 133 78 39 87 98 42 35 57 127
split_gain=1.0571 2.03701 3.3871 1.48747 1.09489 2.0152 1.99951 1.7201 1.63514 1.54967 2.89694 3.31097 4.54129 4.77326 3.65759 3.97442 3.51422 3.64285 3.28401 3.07573 2.79442 2.65937 2.65461 4.12707 2.42563 2.35374 2.51239 2.30041 2.1795 2.12267
threshold=63.174999237060554 346.50000000000006 345.90443420410162 -0.55567091703414906 0.82842615246772777 15.449999809265138 318.97271728515631 0.82601892948150646 14.449999809265138 38.664999008178718 12.34999990463257 24.894999504089359 1009.8500061035157 0.41799467802047735 312.74787902832037 12.650000095367433 11.965000152587892 1011.3500061035157 37.444999694824226 20.904999732971195 0.87293589115142833 1013.2500000000001 14.904999732971193 14.150000095367433 0.90217861533164989 -0.76635169982910145 10.84999990463257 5.6499998569488534 308.60038757324224 0.96359375119209301
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 9 7 -7 -6 -8 -1 25 12 13 -12 16 21 18 20 -15 -20 -18 -16 -14 -24 -17 -11 27 29 -28 -27
right_child=1 2 -4 -5 5 6 8 -9 -10 10 11 -13 22 14 15 24 17 -19 19 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-1.408334005108633e-06 -0.00072971582009563076 0.022121438182890418 -0.0018352950082367496 -0.0041477983318227371 -0.00026152851483099361 0.00049504015519566218 0.017487900901155977 -0.0020294917246562807 0.0038989284725065953 0.00030041348079620892 0.00017072442494264699 0.00019916026672830886 0.0026617483536731036 0.0067105910750351969 0.0059867345055590708 0.0016469046887176394 0.013777231824834172 -0.0053584492617042697 0.0070832606444371426 0.020077349968285734 -0.00071230029524096093 0.021650666211997825 0.0014274310706710001 -0.0017584468601727285 -0.0094121848184027176 0.002464932063503511 -0.00020164664657343004 -0.00095247672952574402 0.0223180311573246 0.019378321797121317
leaf_weight=1220429 2015 25 36 378 52217 5933 26 1413 149 16251 636 10400 1544 239 120 381 82 83 71 127 56 35 2749 1613 57 256 21 7981 22 20
leaf_count=1220429 2015 25 36 378 52217 5933 26 1413 149 16251 636 10400 1544 239 120 381 82 83 71 127 56 35 2749 1613 57 256 21 7981 22 20
internal_value=-2.85926e-06 -0.00103964 0.00798304 -0.00126964 -9.36033e-07 -0.000210104 0.000650409 -0.000308109 0.00591786 8.95595e-06 0.000304878 0.00078305 0.00156227 0.00369761 0.00549066 0.00264276 0.00805723 0.00291897 0.0106558 0.0154179 0.00789742 0.00952375 0.000880016 0.000249343 0.000207708 -4.94622e-05 -0.000734502 -0.000797278 0.01132 0.00369054
internal_weight=1.32536e+06 2454 61 2393 1.32291e+06 59738 6108 53630 175 1.26317e+06 42744 18193 7793 1887 1251 593 658 221 437 198 138 155 5906 4362 438 24551 8300 8257 43 276
internal_count=1325365 2454 61 2393 1322911 59738 6108 53630 175 1263173 42744 18193 7793 1887 1251 593 658 221 437 198 138 155 5906 4362 438 24551 8300 8257 43 276
is_linear=0
shrinkage=0.05


Tree=309
num_leaves=31
num_cat=2
split_feature=16 81 57 33 40 55 67 136 28 79 8 85 43 103 87 117 35 58 32 85 83 70 71 35 22 136 101 29 35 54
split_gain=1.04276 3.92697 5.01663 4.26226 4.70292 3.23855 4.17848 3.15459 3.0524 3.37972 3.04265 3.62585 2.64286 2.58823 3.3374 2.56373 2.86244 2.48726 3.70539 2.4266 3.08889 3.59186 3.66264 3.33615 3.4818 5.18514 3.0334 3.0163 3.79246 3.28007
threshold=6.9049999713897714 276.80102539062506 314.94274902343756 15.750000000000002 4.7500000000000009 1.1649999618530276 0.75499999523162853 0 1011.1499938964845 2.3549998998641972 8.8499999046325701 0.86741450428962719 13.34999990463257 -0.22862701863050458 0.73627504706382763 0.66259482502937328 15.650000095367433 288.88821411132818 11.650000095367433 0.80019119381904613 294.08729553222662 308.11683654785162 257.51107788085943 10.250000000000002 4.5750000476837167 1 0.97476640343666088 1015.2500000000001 12.750000000000002 0.49500000476837164
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 1 2 2 2 2
left_child=1 2 17 19 5 13 -7 -8 9 -6 -4 -12 -11 14 -5 16 -9 -1 -19 -3 21 22 -21 -22 25 27 -26 -25 -29 -30
right_child=-2 3 10 4 8 6 7 15 -10 12 11 -13 -14 -15 -16 -17 -18 18 -20 20 23 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=-1.7615645405013081e-05 1.1229552968289471e-05 0.0012439508061204757 0.002708116737396024 0.011856749121631895 0.026756540588710621 0.0045127773952183571 -0.0056074714451668324 0.002624166534674652 0.00048427691492297409 0.021459621208764258 0.0064855542754844193 0.025133750440650866 0.0016282577175713545 -0.0029983338725919229 -0.0086136637887648249 0.00031355631635396331 -0.0039715195113356081 -0.0033545265722706346 0.0031196422678845285 -0.0038760256952560137 -0.0019086763913217109 0.0041375793568822075 -0.00094546801794108144 -0.0091801641630643808 -0.00013563134984874469 0.0038416921558035045 -0.0067671629055617273 -0.007337940891455042 0.02203762354674163 0.0017840816566793176
leaf_weight=80865 1206107 2224 254 21 23 275 479 197 385 21 83 38 84 1359 384 1321 997 267 1283 1567 2622 261 3336 132 19253 1167 174 82 27 77
leaf_count=80865 1206107 2224 254 21 23 275 479 197 385 21 83 38 84 1359 384 1321 997 267 1283 1567 2622 261 3336 132 19253 1167 174 82 27 77
internal_value=-2.7163e-06 -0.000143757 4.66675e-05 -0.000576059 -0.00185243 -0.00231728 -0.00138558 -0.00192735 0.00270813 0.00939708 0.00581665 0.012342 0.00559453 -0.00404387 -0.00755223 -0.00119938 -0.00288329 2.04132e-05 0.00200441 -0.000347136 -0.00047044 -0.00157783 -0.00188207 -0.000227449 -1.66521e-05 0.00231688 -0.000195027 -0.00329604 0.000702575 0.00704221
internal_weight=1.32536e+06 119258 82790 36468 5546 5033 3269 2994 513 128 375 121 105 1764 405 2515 1194 82415 1550 30922 28698 5164 4903 23534 20912 1485 19427 318 186 104
internal_count=1325365 119258 82790 36468 5546 5033 3269 2994 513 128 375 121 105 1764 405 2515 1194 82415 1550 30922 28698 5164 4903 23534 20912 1485 19427 318 186 104
cat_boundaries=0 1 2
cat_threshold=256 257
is_linear=0
shrinkage=0.05


Tree=310
num_leaves=31
num_cat=2
split_feature=81 33 37 59 136 4 81 39 41 23 121 43 94 19 7 136 8 12 92 6 1 66 93 43 54 42 5 65 29 57
split_gain=1.29697 3.32923 6.71678 4.89116 4.87401 4.05576 5.84473 4.0941 3.97694 4.72236 3.83934 3.82085 3.74584 3.65333 3.62585 3.84952 5.37348 3.67863 3.6152 4.31809 4.01354 3.47472 3.44793 3.39039 3.38629 3.2257 5.7732 3.14148 3.10056 3.09508
threshold=316.94610595703131 12.650000095367433 13.550000190734865 218.12421417236331 0 9.0500001907348651 334.96275329589849 19.050000190734867 12.949999809265138 6.9649999141693124 0.13052122294902804 11.050000190734865 -0.97959089279174794 7.4149999618530282 12.650000095367433 1 0.65000000596046459 1.6150000095367434 -0.6312175691127776 7.5499999523162851 327.50000000000006 13.144999980926515 -0.78390848636627186 12.650000095367433 8.3649997711181658 12.050000190734865 5.2500000000000009 0.38499999046325689 1015.7500000000001 273.54252624511724
decision_type=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 2
left_child=-1 3 8 25 18 12 7 -7 10 23 14 -5 24 28 15 16 17 -3 19 -4 27 -16 -21 -10 -6 -2 -27 -20 -14 -17
right_child=1 2 4 11 5 6 -8 -9 9 -11 -12 -13 13 -15 21 29 -18 -19 20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.0555229083648828e-05 -0.0015452147367580494 -0.0064358894416893077 0.00014584311784904581 -0.00028314250989102893 -0.004559801140943124 -2.130231694062623e-05 0.0041136385204067517 -0.0078031674477715991 -0.012267350078937376 0.031163973293521188 -0.0014918763343934626 0.0037615526709536477 -0.0042243152820908708 -0.00059318712589678997 0.0065137157205406851 -0.00066211971926867649 0.0017372541908464005 0.011430218042282692 0.013788514036338691 0.0043606428537913992 -0.0021620185901637663 0.00073847923522565146 0.00079451719093459139 0.010716662577846472 0.0022378554073741747 -0.0034131129272282124 0.029027710540685803 0.00024346655337222184 -2.0566148773503993e-05 0.0012447223164985411
leaf_weight=1216307 9551 33 3213 42607 1239 5902 881 174 21 22 1486 592 1371 13119 597 4047 3874 227 43 1589 1993 462 1182 68 215 32 24 9529 645 4488
leaf_count=1216307 9551 33 3213 42607 1239 5902 881 174 21 22 1486 592 1371 13119 597 4047 3874 227 43 1589 1993 462 1182 68 215 32 24 9529 645 4488
internal_value=-4.26591e-06 -0.00016931 9.77474e-05 -0.000454644 -0.000235403 -0.000705325 0.000307696 -0.000244154 0.000991111 0.010421 0.000922312 -0.000227714 -0.00113059 -0.000897709 0.00118364 0.000948703 0.00219894 0.0091626 0.000395283 0.00139318 -0.000120709 0.00399421 0.00283947 0.00529347 -0.00355465 -0.00147506 0.0104901 0.000304315 -0.00287937 0.000340166
internal_weight=1.32553e+06 109226 56420 52806 41095 23546 6957 6076 15325 111 15214 43199 16589 15135 13728 12669 4134 260 17549 5984 11565 1059 2771 89 1454 9607 56 9572 2016 8535
internal_count=1325533 109226 56420 52806 41095 23546 6957 6076 15325 111 15214 43199 16589 15135 13728 12669 4134 260 17549 5984 11565 1059 2771 89 1454 9607 56 9572 2016 8535
cat_boundaries=0 1 2
cat_threshold=1668 528
is_linear=0
shrinkage=0.05


Tree=311
num_leaves=31
num_cat=1
split_feature=126 136 67 38 61 93 34 33 39 125 14 84 31 94 74 70 35 39 121 31 68 53 78 94 65 31 25 87 98 77
split_gain=1.26339 3.78441 3.55157 4.43284 6.78566 3.90672 4.11225 3.60921 4.38777 2.60424 2.71231 2.52936 2.96418 2.5136 3.19615 4.26911 2.61601 3.39056 2.72661 2.70323 2.58817 2.51094 3.24794 2.56735 2.44933 2.41092 2.28833 2.89845 2.5384 2.25322
threshold=0.85260769724845897 0 0.91500002145767223 13.250000000000002 0.58072221279144298 -0.86965125799179066 16.750000000000004 6.1499998569488534 10.949999809265138 0.9170251488685609 2.7350000143051152 0.8948798179626466 1030.4500122070315 -0.65324580669403065 0.77831730246543895 259.45370483398443 10.750000000000002 8.7500000000000018 -0.25037047266960138 1012.5499877929689 287.17573547363287 3.5249999761581425 15.065000057220461 0.52664718031883251 0.50499999523162853 1007.3500061035157 266.50000000000006 0.72621151804924022 -0.75309219956397999 12.34500026702881
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 11 5 7 9 6 -3 8 -4 10 25 -2 24 14 15 -9 17 20 21 -19 -15 22 -18 -24 -13 -5 27 -10 -29 -26
right_child=1 2 3 4 -6 -7 -8 13 26 -11 -12 12 -14 16 -16 -17 18 19 -20 -21 -22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=2.119247701852369e-05 5.0615692425924895e-05 0.0024167836996588621 0.011420433224064478 0.016044885013252498 -0.00035222284321668502 -4.8067640922705912e-05 0.016400231697895964 0.0015347018919736953 0.024868510561063886 -0.0031818698242581248 -0.0051971199464724335 -0.0047040526266991598 0.017827455809206871 0.023026392981410029 0.00011598366524464375 -0.00379952383683796 0.00010595724892460982 -0.0048630912875675027 -0.00079926074848673417 -0.00078553903528041881 0.00382323266145446 0.00027735356373589985 0.0051186661573609455 -0.00017392374203821723 0.00083390110014438699 -0.0013385484465058479 0.00074518941286910506 -0.00013461167353295511 0.014675254641389031 -0.0013031003689586995
leaf_weight=1045814 193587 860 114 20 13051 27267 56 471 20 3407 473 416 21 23 1756 1842 1046 433 4146 6633 74 7228 970 300 1670 7362 1619 93 42 4719
leaf_count=1045814 193587 860 114 20 13051 27267 56 471 20 3407 473 416 21 23 1756 1842 1046 433 4146 6633 74 7228 970 300 1670 7362 1619 93 42 4719
internal_value=-4.05262e-06 -9.8439e-05 -0.000390773 -0.000639258 -0.00112817 5.98299e-05 0.00327167 -0.00019588 0.00191187 -0.00202738 -0.00152664 1.72601e-05 -0.000928688 -0.000355555 -0.00149231 -0.00271331 -0.000133743 -0.000907954 0.000271347 -0.00103541 0.00837656 0.000736428 0.00216915 0.00386845 -0.000986569 -0.00129145 0.00130083 0.00710459 0.0044729 -0.000744516
internal_weight=1.32553e+06 279719 79306 51123 24313 28183 916 26810 1888 11262 7855 200413 6826 24922 4069 2313 20853 7163 13690 7066 97 9544 2316 1270 6805 7382 1774 155 135 6389
internal_count=1325533 279719 79306 51123 24313 28183 916 26810 1888 11262 7855 200413 6826 24922 4069 2313 20853 7163 13690 7066 97 9544 2316 1270 6805 7382 1774 155 135 6389
cat_boundaries=0 1
cat_threshold=2489
is_linear=0
shrinkage=0.05


Tree=312
num_leaves=31
num_cat=1
split_feature=16 96 43 112 59 98 32 62 24 108 78 24 89 54 109 18 22 35 33 123 77 95 33 66 108 29 136 0 31 23
split_gain=1.20125 2.80897 2.76087 3.7989 3.24705 3.8013 3.94049 3.18152 3.07969 2.92951 2.4197 2.41917 4.01619 3.91108 4.29152 3.71968 3.51781 3.39991 3.35604 3.30078 3.44298 3.14301 3.00877 2.88898 2.8698 3.0916 2.86576 2.76804 2.72177 2.71617
threshold=13.344999790191652 -0.97418540716171254 12.150000095367433 0.2503704726696015 213.2891540527344 -0.86345684528350819 13.84999990463257 0.47187110781669622 209.50000000000003 0.82718390226364147 3.2050000429153447 206.50000000000003 0.22405926883220675 25.404999732971195 0.7288317382335664 15.405000209808351 8.555000305175783 10.650000095367433 22.349999427795414 0.30069434642791754 0.53499999642372142 -0.69496437907218922 17.349999427795414 0.75499999523162853 0.11435759440064432 1011.7500000000001 0 79.500000000000014 1016.4500122070314 7.5250000953674325
decision_type=2 2 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 4 5 6 -2 8 -6 -5 -7 13 21 14 15 19 18 -15 22 20 -3 26 -17 -21 25 -18 -13 -19 -26 -22
right_child=1 11 -4 9 7 10 -8 -9 -10 -11 -12 12 -14 17 -16 16 24 27 -20 23 29 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=2.8176721661514715e-05 -0.0027689256329415284 -0.0068879319657226407 -0.0019505997272080207 0.0024365059406776983 0.0012177906418083088 -0.0013006272596585941 -0.00052470514248698595 2.1983194231044235e-05 -0.0013593936237777555 0.018877728908721889 0.0024236801870072314 0.0018784421456319496 -0.0032732299904832487 0.013255831694158799 -3.0352746810603809e-05 0.0016023821588340608 0.011948207085619549 0.0032752971919313943 -0.010682020192213643 0.0025815608175077582 0.00029658480154567436 -3.5396983990327517e-05 0.0041609917632982182 -0.0020292642746883309 -0.0038272940342168613 0.00071699368039844556 -0.00088070069553198476 -0.0071494761185229676 0.0016571293179148631 0.0017725620118366544
leaf_weight=912440 4034 152 2719 837 1347 748 3797 35942 8314 28 1046 989 988 26 49431 6388 77 77 52 402 12257 257312 1401 2193 710 300 16646 368 332 4180
leaf_count=912440 4034 152 2719 837 1347 748 3797 35942 8314 28 1046 989 988 26 49431 6388 77 77 52 402 12257 257312 1401 2193 710 300 16646 368 332 4180
internal_value=-3.84999e-06 -7.45906e-05 -0.000394598 -0.000319174 -0.00037067 -0.00120518 -0.00168078 -0.000194538 -0.00100007 0.00296871 0.000870847 -2.14681e-05 -9.10881e-05 0.000223734 0.000251208 0.000740514 0.0015635 -0.00431881 0.00197808 0.000343265 0.000602663 -7.96534e-05 0.0020626 -0.00131499 -0.000727344 0.0030109 -0.000725398 -0.00534564 -0.00207986 0.000671932
internal_weight=1.32553e+06 413093 58812 56093 55228 9625 7831 45603 9661 865 1794 354281 275935 78346 77875 28444 9260 471 7841 19184 16589 274947 7789 2595 1419 377 17635 445 1042 16437
internal_count=1325533 413093 58812 56093 55228 9625 7831 45603 9661 865 1794 354281 275935 78346 77875 28444 9260 471 7841 19184 16589 274947 7789 2595 1419 377 17635 445 1042 16437
cat_boundaries=0 1
cat_threshold=4112
is_linear=0
shrinkage=0.05


Tree=313
num_leaves=31
num_cat=1
split_feature=27 31 33 127 28 20 68 120 57 92 54 13 31 31 23 27 99 71 11 61 114 68 136 124 84 11 77 124 71 12
split_gain=1.18558 2.14022 1.55139 2.84315 2.6029 1.66749 2.20182 3.59427 3.19528 3.04028 1.89856 2.79436 2.6766 2.08037 1.47476 1.46416 1.41055 1.38071 2.478 3.376 2.2998 2.51308 2.27715 4.07814 3.34693 4.79628 3.05664 3.62902 3.04639 2.69515
threshold=352.50000000000006 1011.0499877929689 11.34999990463257 0.9996192753314973 1018.9500122070314 5.4249999523162851 300.38410949707037 0.04361772537231446 230.58133697509768 -0.87985947728157032 0.25499999523162847 3.2150000333786015 1015.2500000000001 1011.5499877929689 7.2449998855590829 356.50000000000006 -0.21604722738265988 325.71261596679693 2.0499999523162846 0.34662576019763952 -0.3172925859689712 251.30835723876956 0 -0.95878320932388295 0.80222338438034069 10.050000190734865 15.385000228881838 0.85260769724845897 343.72782897949224 1.3350000381469729
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=17 14 3 -3 15 -4 7 9 16 -7 -8 13 -13 -12 -2 -5 -9 -1 19 20 21 -19 23 24 -20 29 -24 -28 -25 -26
right_child=1 2 5 4 -6 6 10 8 -10 -11 11 12 -14 -15 -16 -17 -18 18 22 -21 -22 -23 26 28 25 -27 27 -29 -30 -31
leaf_value=-7.676451134997273e-06 -0.0078253715773263094 9.234892905066686e-05 -0.0053458619700080595 0.0093873119278048926 -0.00026716500746481347 0.01449443053630791 0.0028337573644421354 0.012003689158195488 0.021349197758051257 -0.0026045371688782092 0.0078144036083748307 0.013049723360102711 -0.0075239473916590208 -0.0062573150047957717 0.0059417120514064503 0.027845007631306845 -0.0026285205919202785 0.0083529633545905962 -0.0010518268041124338 0.00067180001605310607 -0.011265351366361274 -0.0033137010890641251 0.0012270877461491572 0.00077050924114840436 0.0005806766583451203 -0.0040139410560103977 -0.0036657398451227768 -0.00010410365675394993 0.0050578619421124647 0.017682383927044264
leaf_weight=1305525 168 672 256 22 33 29 128 28 39 251 28 43 25 424 22 21 40 49 89 1094 85 796 3017 7667 28 44 903 3439 438 130
leaf_count=1305525 168 672 256 22 33 29 128 28 39 251 28 43 25 424 22 21 40 49 89 1094 85 796 3017 7667 28 44 903 3439 438 130
internal_value=-3.65711e-06 -0.00115583 -0.000682879 0.00112902 0.0102954 -0.00173269 -0.000838992 0.00214517 0.00994001 -0.000833573 -0.0026212 -0.00396396 0.00548587 -0.00538562 -0.00623129 0.0184015 0.00339651 -1.71638e-06 0.000435936 -0.00121098 -0.00342577 -0.00263717 0.000647511 0.00120956 0.00702661 0.0105859 4.60689e-06 -0.000844812 0.0010022 0.0146517
internal_weight=1.32553e+06 2229 2039 748 76 1291 1035 387 107 280 648 520 68 452 190 43 68 1.3233e+06 17779 2024 930 845 15755 8396 291 202 7359 4342 8105 158
internal_count=1325533 2229 2039 748 76 1291 1035 387 107 280 648 520 68 452 190 43 68 1323304 17779 2024 930 845 15755 8396 291 202 7359 4342 8105 158
cat_boundaries=0 1
cat_threshold=1988
is_linear=0
shrinkage=0.05


Tree=314
num_leaves=31
num_cat=1
split_feature=126 136 67 38 61 94 33 38 22 88 28 99 116 30 121 84 31 94 74 68 35 39 53 121 31 53 78 26 66 79
split_gain=1.14932 3.40967 3.20067 3.99941 6.21919 3.58196 3.24404 4.02796 3.52965 2.5722 4.40066 3.04797 2.91701 3.28735 2.49346 2.27785 2.6798 2.26464 2.87694 3.87376 2.36157 3.05881 2.50435 2.46107 2.43924 2.26202 2.92974 2.43879 2.41083 2.23165
threshold=0.85260769724845897 0 0.91500002145767223 13.250000000000002 0.66684272885322582 -0.88077151775360096 6.1499998569488534 11.050000190734865 6.9849998950958261 -0.71863454580306996 1018.7500000000001 -0.71086743474006642 -0.18222858756780622 1018.0499877929689 -0.39873388409614557 0.8948798179626466 1030.4500122070315 -0.65324580669403065 0.77831730246543895 281.11828613281256 10.750000000000002 8.7500000000000018 2.1350001096725468 -0.25037047266960138 1012.5499877929689 3.5249999761581425 15.065000057220461 301.50000000000006 61.524999618530281 22.224999427795414
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 14 -2 7 8 -4 12 11 -11 13 -9 -5 -3 -17 18 19 -8 21 22 -19 25 -23 26 -22 -28 -29 -13
right_child=1 15 3 4 -6 -7 17 9 -10 10 -12 29 -14 -15 -16 16 -18 20 -20 -21 23 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=2.0604191850609514e-05 0.0031567969493651316 4.7976412390739419e-05 0.01216465472747367 -0.0012024388008496541 -0.00010010417682920455 -4.5714838752107566e-05 -0.00031857552277183654 -0.00038780465921653168 -0.010280579831451178 0.0040248236281231267 -0.0031701890681707467 0.0084247286714710743 -0.00061002047191395742 0.024557085394859315 -0.0025456511694420423 -0.00093639720159272802 0.016952389077327792 -0.0056776971295475964 0.00010976382744291907 -0.0044304784868125181 0.00010050295515566166 -0.0046192025710728056 0.01269051462392478 -0.00075882142870229612 -0.00074586921205158823 0.00026444638643477822 0.0070911799259546745 0.0018316520701162518 0.017578746274113655 0.023019849493839714
leaf_weight=1045814 902 193587 141 8801 9824 27281 1044 28 20 232 143 67 1189 25 5688 6805 21 25 1756 1269 1046 433 72 4146 6633 7228 370 875 25 43
leaf_count=1045814 902 193587 141 8801 9824 27281 1044 28 20 232 143 67 1189 25 5688 6805 21 25 1756 1269 1046 433 72 4146 6633 7228 370 875 25 43
internal_value=-3.47426e-06 -9.34988e-05 -0.000370982 -0.000606872 -0.00107127 5.67819e-05 -0.000185727 0.00181255 0.00937643 0.0011074 0.00419532 0.00727506 -9.84265e-05 0.0113787 -0.00172975 1.63226e-05 -0.000881363 -0.00033711 -0.0014161 -0.00257452 -0.000126568 -0.000862165 0.00795644 0.000258318 -0.000983225 0.000700172 0.00206003 0.00367394 0.00226907 0.0141301
internal_weight=1.32553e+06 279719 79306 51123 24313 28183 26810 1888 161 1727 485 342 1242 53 14489 200413 6826 24922 4069 2313 20853 7163 97 13690 7066 9544 2316 1270 900 110
internal_count=1325533 279719 79306 51123 24313 28183 26810 1888 161 1727 485 342 1242 53 14489 200413 6826 24922 4069 2313 20853 7163 97 13690 7066 9544 2316 1270 900 110
cat_boundaries=0 1
cat_threshold=5702
is_linear=0
shrinkage=0.05


Tree=315
num_leaves=31
num_cat=1
split_feature=127 92 136 87 76 80 113 37 0 17 114 1 87 36 6 9 20 64 52 54 57 120 37 83 55 121 55 85 73 102
split_gain=1.20144 3.67532 4.23684 2.81657 2.83755 2.36637 2.36205 2.89109 2.67062 6.25311 3.71561 2.41475 3.57291 3.63197 4.67218 2.90251 3.41377 2.52638 2.40727 2.60121 2.50586 2.27882 2.72276 2.61 2.15595 2.59476 3.26442 2.87421 2.70529 2.24872
threshold=0.86159634590148937 -0.67477184534072865 0 0.88789033889770519 42.245000839233406 324.80609130859381 -0.35019405186176294 20.849999427795414 352.50000000000006 7.4149999618530282 -0.28400452435016627 4.5000000000000009 0.84049203991889965 13.750000000000002 5.9500000476837167 5.9500000476837167 6.9249999523162851 1.5049999952316286 24.414999961853031 3.935000061988831 134.12506103515628 -0.47714059054851526 12.150000095367433 257.70872497558599 0.66500002145767223 -0.5663846731185912 1.3949999809265139 0.84509849548339855 0.51497340202331554 -0.8545657992362975
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 21 4 6 -5 7 11 18 10 -10 12 13 14 15 16 17 -4 19 20 -8 -2 -23 -24 -13 26 28 29 -26 -28
right_child=1 -3 3 5 -6 -7 8 -9 9 -11 -12 24 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=2.7697037641005428e-05 -0.0014099582046159884 -2.8317406517550006e-05 0.01840778811707754 0.0013696012549165083 -0.0084896293607654803 -0.0022238523138234461 -0.0076932827570266281 -0.0062167331537074716 0.034702103476971384 0.00028359424827863763 0.0086023735441267488 0.00066905384602343508 -0.0043398461184351823 -0.0013424363492855005 -0.0057706588950867839 0.033614207933778353 0.029538998464969074 -0.0044179279633142334 -0.012332984925198713 0.0015779022400859875 -0.00049402446431042336 -0.000211604846509508 0.0078815598917358065 -0.0062826016425507614 -0.0064390271153322177 -0.00173755286016116 0.0037384020721544808 0.0016446386853567322 -0.00085665220191620799 -0.0014133883832106945
leaf_weight=1060360 2926 238097 22 3262 114 533 129 249 25 127 30 1960 91 70 26 23 22 27 38 2031 1918 323 34 749 352 7155 235 2062 566 2147
leaf_count=1060360 2926 238097 22 3262 114 533 129 249 25 127 30 1960 91 70 26 23 22 27 38 2031 1918 323 34 749 352 7155 235 2062 566 2147
internal_value=3.8862e-06 -9.12663e-05 -0.000641364 -0.00038077 -0.000624406 0.000864908 -0.00057796 -0.000873942 0.000455499 0.00638264 0.0204659 -0.000783798 0.0038069 0.00770876 0.0129886 0.0181774 0.0131767 0.00583035 0.000193414 0.000310139 -0.000947715 -0.00213547 -0.00407418 -0.00566756 -0.000872903 -0.00111435 -0.000282764 0.000277953 -0.00299717 -0.00090513
internal_weight=1.3257e+06 265343 27246 23214 19419 3795 19305 15007 4298 182 55 14758 281 190 120 94 71 49 4116 4078 2047 4032 1106 783 14477 12517 5362 4444 918 2382
internal_count=1325703 265343 27246 23214 19419 3795 19305 15007 4298 182 55 14758 281 190 120 94 71 49 4116 4078 2047 4032 1106 783 14477 12517 5362 4444 918 2382
cat_boundaries=0 1
cat_threshold=5186
is_linear=0
shrinkage=0.05


Tree=316
num_leaves=31
num_cat=2
split_feature=126 136 80 85 107 136 79 62 21 121 33 43 104 126 91 21 72 119 67 88 68 121 15 93 89 59 92 43 38 94
split_gain=1.31854 3.40441 3.35558 3.04976 2.83914 4.54821 5.24535 5.16911 4.268 3.06948 4.69729 6.7513 3.51381 3.4443 3.5597 3.21933 3.51097 2.97933 3.37424 2.89206 2.86632 2.86417 3.0585 3.73391 2.84755 3.18258 2.74174 2.69798 2.6885 2.67963
threshold=0.90255093574523937 0 256.66670227050787 0.89973637461662304 -0.68228799104690541 1 1.7450000047683718 0.40365436673164373 7.7149999141693124 -0.30069434642791742 14.650000095367433 13.050000190734865 -0.51510837674140919 0.99353402853012096 -0.67142033576965321 5.1150000095367441 0.85452026128768932 -0.60873827338218678 2.0049999952316289 -0.65875622630119313 276.62469482421881 -0.26722820103168482 1.2150000333786013 0.38875637948513037 0.31200756132602697 321.69798278808599 0.53058260679245006 13.550000190734865 14.750000000000002 0.98482540249824535
decision_type=2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 19 9 27 15 12 13 -12 -15 17 21 -11 -19 -2 -9 22 -17 -24 -6 -26 -18 -8 -23 -27
right_child=1 2 -4 -5 24 -7 8 20 -10 10 11 -13 -14 14 -16 16 26 18 -20 -21 -22 28 23 -25 25 29 -28 -29 -30 -31
leaf_value=2.4687177538925607e-05 0.010282291749285327 -1.6721933292530046e-06 -0.00057442296606405785 0.0097701711588888442 1.0325607759265291e-05 0.00014063934628113538 -0.00018211474055060341 -0.010387038903671408 -8.5199944404403728e-05 0.024291685644226773 0.011806688604799514 -0.0073397745907891028 0.0031507865047185786 0.03785895885479066 0.012209906793820363 -0.0055104818904683703 0.022871962105008692 0.00093910293391262988 0.023753726038904417 0.028525546285995268 0.0088212610721641865 0.0016609667845025333 0.026150985298782445 0.00026740737428719352 -0.0032100906143427452 0.00078630073880978351 0.0058340488335521653 -0.018203473946248945 -0.0091053138549129168 0.01527963172505937
leaf_weight=1126074 45 41423 56741 80 83123 11678 371 31 2068 30 134 51 72 31 24 21 33 71 21 42 52 1727 38 22 1267 231 83 22 60 37
leaf_count=1126074 45 41423 56741 80 83123 11678 371 31 2068 30 134 51 72 31 24 21 33 71 21 42 52 1727 38 22 1267 231 83 22 60 37
internal_value=3.69189e-06 -0.000114739 -0.000324475 1.71637e-05 8.85226e-05 0.000683784 0.00193593 0.0105734 0.00163894 0.00290736 0.00357346 0.00929901 0.0125503 0.016131 0.0266666 0.00272523 0.00224046 0.0106086 0.00614679 0.0190894 0.00164708 0.00171631 0.0109123 0.0166603 -2.90806e-05 -0.002163 0.010681 -0.00119094 0.00129948 0.00278725
internal_weight=1.3257e+06 199629 98244 41503 101385 16727 5049 170 4879 2811 2418 312 261 189 55 2106 1984 122 92 87 83 1868 81 60 84658 1535 116 393 1787 268
internal_count=1325703 199629 98244 41503 101385 16727 5049 170 4879 2811 2418 312 261 189 55 2106 1984 122 92 87 83 1868 81 60 84658 1535 116 393 1787 268
cat_boundaries=0 1 2
cat_threshold=2200 16
is_linear=0
shrinkage=0.05


Tree=317
num_leaves=31
num_cat=2
split_feature=126 52 64 56 84 136 62 83 96 115 125 126 58 15 10 23 91 0 70 64 20 61 79 112 91 136 112 27 57 14
split_gain=1.18998 3.09927 3.63178 3.36911 3.36586 3.35033 3.33384 3.60935 3.37255 3.2933 3.84966 3.90396 3.6619 4.17308 6.9558 4.4444 4.15636 3.07335 3.81771 4.81727 3.16173 2.89623 2.85931 2.80252 2.73823 2.59227 2.55683 4.48708 3.77454 2.88542
threshold=0.90255093574523937 1.3750000000000002 61.489999771118171 228.8271179199219 0.81996217370033275 0 0.37262286245822912 327.86094665527349 -0.86092063784599293 -0.88697704672813404 0.87878364324569713 0.93038213253021251 313.99995422363287 2.0149999856948857 5.7500000000000009 5.3849999904632577 -0.94707918167114247 343.50000000000006 309.13269042968756 1.7649999856948855 5.1449999809265146 0.39059503376483923 32.164999008178718 -0.49240480363368982 0.64721041917800914 1 -0.52247866988182057 321.50000000000006 253.48313140869143 2.435000061988831
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=-1 2 3 -2 5 9 7 8 -3 12 -11 -12 13 14 -5 -16 -17 22 20 23 -19 26 -10 -20 -13 -8 27 -21 -29 -28
right_child=1 6 -4 4 -6 -7 25 -9 17 10 11 24 -14 -15 15 16 -18 18 19 21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=2.3452818696714228e-05 -4.439858296705077e-05 -0.0014803329242351678 0.015304354946606626 0.0062754249394928229 0.0003541118332116962 0.00094219027503291059 0.00015997395851972816 -0.0025498930618608924 -0.00064648939185869662 -0.0043049575243918458 0.017743007284589114 0.0042949114275544365 -0.010236912231892348 -0.010554999570983152 0.0082197686734919746 0.017361202385396728 0.043252917201889146 0.01718581750487479 0.010143532015250199 0.006429108670636197 -0.00059968702153468105 -0.0010564253645983773 0.004388207602353456 0.033990817042914311 -0.0074323599455370154 -0.00048525750272468963 -0.0053440859526514067 0.041403180626221003 0.011052454828417727 0.010568903907775306
leaf_weight=1126074 109266 5945 39 229 9255 1877 28339 3075 4701 162 50 524 25 24 36 31 31 26 28 108 642 161 300 22 55 34522 63 20 21 52
leaf_count=1126074 109266 5945 39 229 9255 1877 28339 3075 4701 162 50 524 25 24 36 31 31 26 28 108 642 161 300 22 55 34522 63 20 21 52
internal_value=3.50735e-06 -0.000109002 4.88069e-05 4.39127e-05 0.000828482 0.00227076 -0.000354951 -0.00102039 -0.000631341 0.00436217 0.00256827 0.00433848 0.00825207 0.00956895 0.0110459 0.0221934 0.0303071 0.000190152 0.00252929 0.0059561 9.25632e-05 0.00422901 -0.000344468 0.0206363 0.00318092 -0.000194426 0.00745233 0.0117752 0.0258577 0.00185135
internal_weight=1.3257e+06 199629 121604 121565 12299 3044 78025 15164 12089 1167 791 629 376 351 327 98 62 6144 1143 475 668 425 5001 50 579 62861 264 149 41 115
internal_count=1325703 199629 121604 121565 12299 3044 78025 15164 12089 1167 791 629 376 351 327 98 62 6144 1143 475 668 425 5001 50 579 62861 264 149 41 115
cat_boundaries=0 1 2
cat_threshold=48 2193
is_linear=0
shrinkage=0.05


Tree=318
num_leaves=31
num_cat=0
split_feature=35 82 35 57 39 36 54 0 31 28 93 68 2 62 93 68 114 61 112 97 28 56 120 13 62 32 25 79 63 42
split_gain=1.10751 3.36527 3.42211 3.43945 3.28538 2.75914 4.46942 4.27408 3.36963 3.48914 8.57111 5.14765 5.77503 4.78175 3.08274 2.92566 5.00441 3.99553 3.13062 4.32308 3.27629 3.11184 3.45845 2.88832 2.72725 2.71266 2.64213 2.59494 2.56848 2.55975
threshold=11.34999990463257 314.26373291015631 1.0000000180025095e-35 216.48838806152347 10.949999809265138 11.050000190734865 1.3450000286102297 308.50000000000006 1024.1499633789065 1020.4500122070314 -0.6928911805152892 273.68354797363287 325.50000000000006 0.28049875795841223 -0.99091309309005726 326.88952636718756 -0.14780378341674802 0.25001181662082678 -0.30069434642791742 -0.3436367660760879 1014.4500122070314 292.63345336914068 -0.26722820103168482 2.5749999284744267 0.18980720639228824 8.8499999046325701 314.50000000000006 40.995000839233406 0.25089070200920111 11.84999990463257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 15 14 9 -9 11 -11 -13 -12 26 -2 17 21 19 28 -20 22 -17 -23 -18 -5 -8 -7 -19 -29
right_child=5 2 3 25 -6 27 7 8 -10 10 13 12 -14 -15 -16 16 24 18 20 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-2.1013531306224711e-05 -5.8672657086006432e-05 0.0088550494016649637 -0.0018805404195481113 -0.0015486850495931256 0.0009594605887055037 2.5029222110146244e-05 0.0041669429201870263 0.0020476062022405576 -0.0040031519639033104 0.0033066799652508717 0.020247328422209693 0.052771481778472663 0.016392312831400583 0.0027133149306517658 0.00012613516203405638 -0.0062760018562484123 0.0051287668705862462 0.010893037592371306 0.0017450239440357244 -0.015084092420610516 0.016948033874440525 0.033646652877330784 0.01192240470922307 0.011646900599117618 -0.0072926812025896756 -0.00022746925210374546 0.020855845875485102 -0.0008680818329069881 -0.001371000893846645 0.0063032050779651093
leaf_weight=343710 20554 143 4836 4628 1675 903632 155 4737 206 22 42 20 24 524 5622 36 63 60 81 44 63 25 95 37 148 24198 28 10021 148 126
leaf_count=343710 20554 143 4836 4628 1675 903632 155 4737 206 22 42 20 24 524 5622 36 63 60 81 44 63 25 95 37 148 24198 28 10021 148 126
internal_value=3.33222e-06 -6.88708e-05 -0.000532484 -0.000646602 0.00158051 3.2258e-05 0.000483298 0.00128362 0.0022724 0.00251318 0.00600278 0.0230544 0.0329283 0.00401443 0.000334018 5.67893e-05 0.0030233 0.00539022 0.00251527 -0.000845341 0.00839634 0.0112891 0.00692132 0.0205178 -0.00358391 -0.00043959 0.00672044 1.61006e-05 0.0021667 -0.000779033
internal_weight=1.3257e+06 379190 35480 33662 1818 946513 32734 11380 5575 5369 632 66 44 566 5805 21354 800 589 396 252 144 193 131 62 211 28826 183 913779 208 10147
internal_count=1325703 379190 35480 33662 1818 946513 32734 11380 5575 5369 632 66 44 566 5805 21354 800 589 396 252 144 193 131 62 211 28826 183 913779 208 10147
is_linear=0
shrinkage=0.05


Tree=319
num_leaves=31
num_cat=1
split_feature=126 93 136 123 32 63 0 57 103 34 115 26 100 52 98 53 98 22 8 77 68 21 99 37 14 79 74 39 61 92
split_gain=1.06977 2.61237 2.69793 3.49597 2.98865 2.9545 3.10715 4.19956 5.2731 2.80901 2.79834 2.93829 3.20247 2.83215 2.95238 5.35254 2.8084 2.7139 2.60711 2.5998 2.58281 3.0835 2.54437 2.59046 2.46228 3.82127 2.47447 3.72539 2.75059 3.77614
threshold=0.86159634590148937 -0.607470542192459 0 0.31729258596897131 11.750000000000002 0.37270876765251165 2.5000000000000004 214.88640594482425 0.15511463582515719 11.250000000000002 0.04361772537231446 300.50000000000006 -0.066158968955278383 4.9549999237060556 -0.99631187319755543 0.38499999046325689 -0.64229354262351979 4.5750000476837167 6.5499999523162851 3.2050000429153447 258.73606872558599 5.2049999237060556 -0.46799209713935846 12.34999990463257 1.6250000000000002 26.845000267028812 0.68259748816490184 10.84999990463257 0.2989067286252976 -0.069666080176830278
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 22 4 9 6 7 8 -6 24 13 -12 -13 14 15 -8 20 19 -14 -16 -15 -22 23 -2 -4 -26 27 28 29 -27
right_child=1 -3 3 -5 5 -7 10 -9 -10 -11 11 12 18 16 17 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=2.5645770047544517e-05 0.00037192282541145122 -3.083943094090573e-05 0.00095670573874410145 -0.0026002043720944022 0.038503752127289771 -0.00035191371743207743 0.027690077214113748 -0.0050016707347822383 0.0077511979218600219 -0.0027313790573103109 0.0025904672048789892 0.030101642608430915 0.02230940519832075 -0.0048919829421661676 -0.0063139559105038646 0.0030613908401595329 0.008412639473176475 -0.0002471049481907451 6.7363323116871082e-06 0.012104573268897651 0.022253016773611307 0.002366462714093724 0.00068494902304405366 -0.0024130880539727892 -0.0028361099682456671 -0.00034050315757317898 -0.00013110285445364203 0.024121198806635762 -0.0016551723216422076 0.026875367192551493
leaf_weight=1060135 1032 235785 1898 1510 20 9044 24 32 46 1790 209 22 20 124 25 273 196 4967 38 82 20 768 1176 4373 1524 26 406 27 86 25
leaf_count=1060135 1032 235785 1898 1510 20 9044 24 32 46 1790 209 22 20 124 25 273 196 4967 38 82 20 768 1176 4373 1524 26 406 27 86 25
internal_value=3.16561e-06 -8.65742e-05 -0.000527813 -0.000273856 -0.000112043 0.00024176 0.00102376 0.00986303 0.0170702 -0.00108558 0.000895765 0.00570965 0.0138585 0.000681039 0.000206233 0.00505159 0.00298265 -7.73836e-05 0.00769731 0.00780118 0.00181568 0.0028712 -0.00142059 -0.00188133 -0.000347614 -0.00152985 0.00196269 0.00714609 0.00380063 0.0130006
internal_weight=1.3257e+06 265568 29783 23202 21692 15910 6866 98 66 5782 6768 289 80 6479 5371 297 1108 5074 58 107 912 788 6581 5405 3992 2094 570 164 137 51
internal_count=1325703 265568 29783 23202 21692 15910 6866 98 66 5782 6768 289 80 6479 5371 297 1108 5074 58 107 912 788 6581 5405 3992 2094 570 164 137 51
cat_boundaries=0 1
cat_threshold=5216
is_linear=0
shrinkage=0.05


Tree=320
num_leaves=31
num_cat=1
split_feature=102 43 136 40 11 39 87 29 32 22 18 54 6 103 36 37 30 10 108 78 12 88 28 30 83 10 59 39 97 79
split_gain=1.31315 3.7387 10.7438 7.3629 5.67442 5.39835 4.55312 4.4632 5.27175 4.58231 6.10296 4.07571 3.78069 3.73505 3.66998 3.21047 3.04206 3.11352 3.01528 2.94066 3.51483 3.73142 2.92802 3.49709 3.45979 3.3029 3.12435 3.21523 2.89995 3.47381
threshold=0.14923256635665896 1.0500000119209292 0 10.250000000000002 3.8500000238418584 16.44999980926514 0.85250535607337963 1012.1499938964845 16.849999427795414 6.2049999237060556 11.120000362396242 0.45499999821186071 1.3499999642372134 -0.082093648612499223 15.750000000000002 18.750000000000004 1004.6499938964845 11.250000000000002 -0.4846618771553039 3.0249999761581425 1.2649999856948855 -0.99322423338890065 1007.3500061035157 1011.5499877929689 263.19058227539068 7.8500001430511483 218.12421417236331 15.949999809265138 -0.25951048731803888 3.6049998998641972
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 28 18 -6 16 8 -1 -9 15 12 -8 -2 -12 -11 -7 -18 -3 -13 21 -21 -20 24 25 -24 27 -25 -4 -30
right_child=13 4 3 -5 5 6 11 9 -10 10 14 19 -14 -15 -16 -17 17 -19 22 20 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.0054658677447337609 0.00069819895927046832 0.0012720612539796775 -6.7687057465829639e-05 0.024653089021643003 -0.00076751468508775872 0.018455547474972581 -0.008368372917175293 -7.5319711206511017e-05 0.00038382130277792985 0.0070205580309767356 -0.00076135657070442397 -0.0024248125704839276 0.012464212382534491 2.4344617939296639e-06 0.0026406219975342302 -0.0039602597888354976 0.00036550194727396051 -0.0067337654869125537 -0.007093248753658226 0.021109983291373487 0.00065804104176740957 0.004631276393143216 0.0017452303001844968 -0.0043274059172658738 -0.0013352146522873859 0.017301198006940209 -0.00093238018073781622 -0.001749328986716935 -0.0021504208672547542 -0.00024169541273971783
leaf_weight=1343 19640 1195 161875 30 11771 23 25 4648 823 755 1342 294 169 1079666 1937 73 9478 157 217 36 786 751 1361 1594 1479 35 8792 5012 3734 6592
leaf_count=1343 19640 1195 161875 30 11771 23 25 4648 823 755 1342 294 169 1079666 1937 73 9478 157 217 36 786 751 1361 1594 1479 35 8792 5012 3734 6592
internal_value=-7.7152e-06 -0.00011739 -1.8723e-05 -0.000115188 -0.000535945 -1.12088e-05 0.000748453 0.00150133 0.00353488 0.000999941 0.00221684 0.00288191 0.0097796 1.48649e-05 0.00124829 0.00605244 0.000293177 0.000249821 -0.00116211 0.00216517 0.00302306 0.00538507 -0.00131943 -0.00125086 0.000349919 0.00213524 -0.00154975 -0.00237141 -0.00011951 -0.000931912
internal_weight=1.32563e+06 226327 183152 172231 43175 23490 11719 10921 2166 8755 4107 2061 194 1.09931e+06 3279 828 9658 9635 19685 1867 1573 787 18490 18273 2875 1396 15398 6606 172201 10326
internal_count=1325633 226327 183152 172231 43175 23490 11719 10921 2166 8755 4107 2061 194 1099306 3279 828 9658 9635 19685 1867 1573 787 18490 18273 2875 1396 15398 6606 172201 10326
cat_boundaries=0 1
cat_threshold=32
is_linear=0
shrinkage=0.05


Tree=321
num_leaves=31
num_cat=1
split_feature=102 42 136 40 31 110 17 22 83 122 52 37 53 67 117 6 31 39 62 28 88 15 34 103 18 33 31 87 127 14
split_gain=1.18512 3.52889 10.4012 6.3058 5.36323 3.86676 4.40183 4.42746 4.25121 3.83367 3.79879 7.93704 6.08959 4.27035 4.31683 4.10221 3.98412 3.7939 3.63317 3.54087 3.4925 3.93797 3.55774 3.37089 3.30244 3.29284 3.38639 3.28782 3.24085 3.14362
threshold=0.14923256635665896 1.0000000180025095e-35 0 10.250000000000002 1011.9500122070314 0.12235606089234353 11.120000362396242 6.9849998950958261 302.30026245117193 -0.44618082046508784 0.70499998331069957 20.94999980926514 0.78499999642372142 0.44499999284744268 0.13052122294902804 5.3500001430511483 1009.2500000000001 21.849999427795414 0.36051414906978613 1017.9500122070314 0.29309326410293585 1.2050000429153445 15.650000095367433 -0.082093648612499223 19.524999618530277 17.050000190734867 1022.1499938964845 0.70618322491645824 0.74892720580101024 0.76499998569488536
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 5 -4 10 6 7 28 9 18 11 13 16 15 20 -3 -13 -12 -8 -10 21 27 -23 -2 -19 26 -9 -15 -1 -6
right_child=23 4 3 -5 29 -7 8 25 19 -11 17 12 -14 14 -16 -17 -18 24 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037239017814358205 0.00066328901577766884 0.0085964315254906457 -0.0001138321396466371 0.023616096803120205 -0.0017874204352713717 -2.5103500597483896e-05 0.0057571101288910569 0.013223465870221038 0.027800445831208317 -0.0005050495132610678 -0.00022192186645626322 0.0059826915019324852 0.006197928622761955 0.018879558640317276 -0.005365387323197246 0.036982891038060191 -0.018282229437401796 0.0032955931235913332 0.0013393121291535276 0.00384731981076685 0.017871418453328913 0.0015376484178635011 0.014365107074770476 2.3127387263291612e-06 -0.015848442098206801 -0.00057032289962628726 -0.0045434025985499225 0.00046672696360545155 -0.0013201978159255944 -0.00057405187287563116
leaf_weight=1993 19640 35 172193 28 6645 3032 592 253 27 2220 7390 21 61 26 97 20 87 1096 2176 36 56 83 155 1079666 23 73 30 359 379 27141
leaf_count=1993 19640 35 172193 28 6645 3032 592 253 27 2220 7390 21 61 26 97 20 87 1096 2176 36 56 83 155 1079666 23 73 30 359 379 27141
internal_value=-7.32944e-06 -0.000111521 -1.54974e-05 -0.000109968 -0.000517464 0.00148816 0.00207989 0.00369831 0.00120579 0.00104277 0.000531511 0.00344669 -0.00643103 0.00545551 0.00450128 0.0189188 -0.0135641 0.000188912 0.00228416 0.0141129 0.00591081 0.0048357 0.00989167 1.41216e-05 0.00290211 0.00889776 0.0113401 0.00171019 0.00291795 -0.000812696
internal_weight=1.32563e+06 226327 183032 172221 43295 10811 7779 2728 5051 4988 9509 1000 169 831 776 55 108 8509 2768 63 679 623 238 1.09931e+06 1119 356 283 385 2372 33786
internal_count=1325633 226327 183032 172221 43295 10811 7779 2728 5051 4988 9509 1000 169 831 776 55 108 8509 2768 63 679 623 238 1099306 1119 356 283 385 2372 33786
cat_boundaries=0 1
cat_threshold=32
is_linear=0
shrinkage=0.05


Tree=322
num_leaves=31
num_cat=4
split_feature=78 89 41 43 13 32 38 41 136 31 87 67 14 7 29 126 64 67 22 96 8 127 136 27 136 114 38 136 56 84
split_gain=1.12137 1.97757 2.21863 2.72525 2.33616 2.52985 2.19149 1.95283 1.67457 1.55072 1.46578 2.14364 3.1128 1.40218 3.58428 1.89328 1.35793 3.14732 3.63788 3.59645 3.37268 3.42948 3.78054 3.25391 5.30726 3.20817 2.91947 5.70021 5.76888 2.89301
threshold=50.114999771118171 -0.51931273937225331 5.8500001430511483 2.3500000238418584 2.5949999094009404 10.750000000000002 6.9500000476837167 12.150000095367433 0 1025.850036621094 0.92042428255081188 13.184999942779543 3.9150000810623173 9.0500001907348651 1016.7500000000001 0.89490029215812694 33.135000228881843 19.634999275207523 7.9249999523162851 0.10783290490508081 10.34999990463257 -0.16504132002592084 1 302.50000000000006 2 0.061046212911605842 16.849999427795414 3 302.32664489746099 0.87698039412498485
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 1 2 2 1 2 2
left_child=16 6 3 4 5 -3 -2 8 -8 13 -10 -12 -13 14 15 -6 17 -1 19 20 21 23 -23 -19 -25 29 -22 -28 -29 -24
right_child=1 2 -4 -5 9 -7 7 -9 10 -11 11 12 -14 -15 -16 -17 -18 18 -20 -21 26 22 25 24 -26 -27 27 28 -30 -31
leaf_value=8.0001239952194228e-06 0.01243916204531321 -0.0019912249446564982 -0.0089904002962751441 0.015418216568903756 -0.0050709552180458924 0.015715338842404124 -0.0017431057221085741 0.010469496797858961 -8.4590682742111857e-05 0.0099087480530142789 -0.0015790064070994655 0.023024399615824226 0.0033527603716452105 -0.0031908064726472972 0.021212008604336353 0.010918155933419865 0.00020636099310870036 -0.00057443333133970693 6.0981116436743403e-05 0.01285312787303701 -0.00011250977908411825 -0.0015461470363865508 -9.1880619094932391e-05 0.0054298128384670562 0.00011827073911763423 0.011104053918582699 0.00037334949960524528 0.008491806629621847 0.036539359632032836 -0.0018461454729074547
leaf_weight=1144191 34 43 111 23 81 38 1659 42 5880 25 75 30 61 1194 21 24 73088 4571 42871 50 17879 17323 10535 672 1528 60 367 110 22 3025
leaf_count=1144191 34 43 111 23 81 38 1659 42 5880 25 75 30 61 1194 21 24 73088 4571 42871 50 17879 17323 10535 672 1528 60 367 110 22 3025
internal_value=-6.96297e-06 -0.000552862 -0.00217764 -0.00165575 -0.00193114 0.00631556 -0.000227112 -0.000282702 -0.000341312 -0.00242778 4.61413e-05 0.00467967 0.00983792 -0.00266143 0.00235508 -0.0014163 -3.08903e-06 -1.54026e-05 -0.000285844 -0.000550685 -0.000562633 -0.000833281 -0.00105632 0.000185984 0.00176592 -0.000431864 -7.22848e-06 0.00376496 0.0122392 -0.000483227
internal_weight=1.32563e+06 9341 1560 1449 1426 81 7781 7747 7705 1345 6046 166 91 1320 126 105 1.31629e+06 1.2432e+06 99013 56142 56092 37714 30943 6771 2200 13620 18378 499 132 13560
internal_count=1325633 9341 1560 1449 1426 81 7781 7747 7705 1345 6046 166 91 1320 126 105 1316292 1243204 99013 56142 56092 37714 30943 6771 2200 13620 18378 499 132 13560
cat_boundaries=0 1 2 3 4
cat_threshold=560 4930 768 5392
is_linear=0
shrinkage=0.05


Tree=323
num_leaves=31
num_cat=2
split_feature=123 94 136 14 80 83 119 103 76 4 0 22 1 26 39 89 103 89 55 136 82 125 125 111 25 126 98 73 71 39
split_gain=1.09399 4.29035 5.7095 3.61581 3.43505 2.64804 2.68616 2.62193 3.15365 2.58562 3.25364 3.33075 2.85253 2.84474 2.78845 2.66579 2.5731 2.45674 2.45283 3.16063 2.88075 2.86876 2.6464 3.53976 5.35406 3.23965 2.5495 2.5124 2.89107 2.43966
threshold=0.1650413200259209 -0.69676893949508656 0 1.5850000381469729 308.24923706054693 308.68675231933599 0.30069434642791754 -0.94045716524124134 6.0450000762939462 1.4499999880790713 8.5000000000000018 7.6250000000000009 348.50000000000006 202.50000000000003 11.050000190734865 -0.99986687302589405 0.2135550528764725 0.042106179520487792 5.9849998950958261 1 311.50798034667974 0.58068084716796886 0.94260558485984813 0.50651952624320995 298.50000000000006 0.96359375119209301 -0.46118284761905665 0.71481436491012584 309.96794128417974 20.44999980926514
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 -2 13 11 12 -11 14 -4 -12 -8 -3 21 27 -21 26 -23 24 -24 -26 -17 -20 -29 -28
right_child=1 17 9 4 -6 -7 16 -9 -10 10 15 -13 -14 -15 -16 18 -18 -19 19 20 -22 22 23 -25 25 -27 29 28 -30 -31
leaf_value=1.5858234186904592e-05 -0.010500797876218139 -1.6588495067273117e-05 0.016297005203574202 -0.00097269601781116975 -0.0050538646417658505 -0.0059413691504311798 0.013236913066041673 -0.0024164165174965953 0.0056391745831610432 0.00026434288152518709 0.0098356829116456827 0.021419230922414313 0.016944504757561991 0.0002632859222839386 0.0031316418201339557 0.00037256213672168736 0.002420209527588819 -0.001756343536907767 -0.007065047618683303 -0.0013173199987438168 0.0087973485147026746 -0.0028112720820391186 0.00084881812632521926 -0.0023987450730653852 0.0083665613334592756 0.028909858475838393 -0.0027269444514205089 -0.0038164609492643276 0.0084452472929467236 0.0018122129045450804
leaf_weight=1064964 190 233191 43 722 305 138 59 4702 36 148 61 29 31 2264 622 8479 807 2047 473 1445 74 1943 297 467 61 28 1352 214 62 379
leaf_count=1064964 190 233191 43 722 305 138 59 4702 36 148 61 29 31 2264 622 8479 807 2047 473 1445 74 1943 297 467 61 28 1352 214 62 379
internal_value=-6.61383e-06 -9.84235e-05 -0.000715365 -0.00193481 -0.000162254 0.000702139 0.00127947 -0.00266926 -0.00792983 -0.000254776 -0.000511709 0.00569981 0.00315309 0.0011078 0.00398294 -0.000595961 0.00315714 -3.17275e-05 -0.000637622 -0.00215494 -0.000819178 -0.00037303 -0.00179205 0.000529568 0.00407237 0.0148296 1.55685e-05 -0.00478904 -0.00106202 -0.0017331
internal_weight=1.32563e+06 260669 25431 6959 2031 1726 1588 4928 226 18472 15543 208 179 2929 665 15335 866 235238 15274 2268 1519 13006 2796 853 386 89 10210 749 276 1731
internal_count=1325633 260669 25431 6959 2031 1726 1588 4928 226 18472 15543 208 179 2929 665 15335 866 235238 15274 2268 1519 13006 2796 853 386 89 10210 749 276 1731
cat_boundaries=0 1 2
cat_threshold=3585 22
is_linear=0
shrinkage=0.05


Tree=324
num_leaves=31
num_cat=3
split_feature=127 92 113 38 66 29 85 136 29 20 136 114 20 76 136 67 39 36 102 86 78 90 78 88 91 37 72 18 108 98
split_gain=1.03977 2.99545 4.2668 3.88089 3.91459 5.18623 4.97538 3.25356 2.93337 2.99858 2.84782 3.31418 3.14238 2.79094 2.7739 3.58673 3.1466 2.89443 2.82148 2.74335 2.66875 2.90248 3.53129 3.17874 3.03047 2.63605 2.57651 2.78844 3.38387 2.56262
threshold=0.83385404944419872 -0.60771813988685597 -0.67556449770927418 9.5500001907348651 1.075000047683716 1020.8500061035157 0.79048925638198864 0 1025.7500000000002 6.8849999904632577 1 -0.63605400919914235 8.2049999237060565 29.414999961853031 2 1.3949999809265139 17.250000000000004 15.550000190734865 0.85464161634445202 0.85203897953033458 50.114999771118171 -0.49294044077396387 22.904999732971195 -0.99852371215820301 -0.60434293746948231 15.050000190734865 0.29875431954860693 6.0650000572204599 0.37984384596347814 -0.66046467423439015
decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 14 -7 -2 9 -6 12 -12 29 -3 16 18 17 25 26 -9 21 -15 -23 24 -24 -5 27 -16 -29 -11
right_child=1 13 3 4 8 6 -8 19 -10 10 11 -13 -14 20 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.8225306299659653e-05 -0.00018977201612382881 -6.8029328906731734e-05 -0.0038628210289120011 0.002938984826780329 -0.00065936225551830447 0.00065058544478233679 0.019354373818787282 -0.0023048459709016211 -0.011687479031229901 0.0021167498283845123 -0.0043298664785672942 0.00085360656636789911 -0.00093849978283821935 0.00047674037691075008 0.019311725597588286 0.0057393439759747767 0.013454954688534821 -0.0049148553503899402 -0.0069875898264969392 -0.00082930900285108587 -0.00099414349604430552 -0.00071560088872924573 0.0057125914736058225 0.0028910266104120591 0.030009743416061004 0.013499209778092337 -0.00051138218167484499 0.010558195922595378 -0.0037453048411407509 0.0065950069510774534
leaf_weight=1014784 7989 258880 594 771 8124 64 80 5621 55 1355 442 1020 630 9830 31 271 74 109 150 7166 2168 775 33 2337 21 64 1611 78 88 418
leaf_count=1014784 7989 258880 594 771 8124 64 80 5621 55 1355 442 1020 630 9830 31 271 74 109 150 7166 2168 775 33 2337 21 64 1611 78 88 418
internal_value=-6.28314e-06 -8.62923e-05 -0.000509821 0.000103088 0.000255711 0.00175637 0.0110416 -0.000982689 -0.0001668 -0.000113948 0.00103248 -0.000708643 0.00208606 -2.9411e-05 0.00134458 0.000346585 0.00349208 0.00274808 -0.000398038 -0.00147678 0.000629881 0.000900802 0.00221745 0.00316815 0.0151615 0.00374839 0.000148661 0.00554627 0.00297562 0.00317254
internal_weight=1.32563e+06 310849 36805 16029 15435 3391 144 20776 12044 11989 3865 1462 2403 274044 3247 2229 1018 944 1958 12787 15164 12996 3166 2391 54 835 1808 197 166 1773
internal_count=1325633 310849 36805 16029 15435 3391 144 20776 12044 11989 3865 1462 2403 274044 3247 2229 1018 944 1958 12787 15164 12996 3166 2391 54 835 1808 197 166 1773
cat_boundaries=0 1 2 3
cat_threshold=2197 4929 770
is_linear=0
shrinkage=0.05


Tree=325
num_leaves=31
num_cat=2
split_feature=92 122 4 92 39 90 136 54 113 126 88 20 125 12 53 63 79 118 38 23 136 132 135 133 27 107 103 125 85 16
split_gain=1.4971 4.82757 3.91807 4.02407 3.6846 3.62884 5.49438 6.71606 6.39178 6.57614 4.924 3.99259 5.59257 6.15045 4.54675 3.83435 3.48833 4.55431 3.56554 7.81375 4.96597 3.83447 3.76626 4.42316 3.69365 4.73796 3.63787 3.51179 3.50875 3.42062
threshold=-0.12760660797357556 0.55191597342491161 12.250000000000002 -0.51090812683105458 20.44999980926514 -0.68503043055534352 0 17.814999580383304 -0.78257837891578663 0.72534674406051647 0.19835377484560016 5.5850000381469735 0.68832838535308849 0.87500000000000011 1.0950000286102297 0.27519401907920843 2.9550000429153447 0.85260769724845897 14.750000000000002 7.1449999809265146 1 1019.9500122070314 1019.0499877929689 1014.8500061035157 296.50000000000006 -0.85592353343963612 -0.031525190919637673 -0.49240480363368982 0.72443029284477245 15.405000209808351
decision_type=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 2 2 2
left_child=1 2 5 -4 -3 -1 11 8 9 16 15 12 -7 14 -14 -10 -8 18 20 22 24 28 23 -20 25 -18 -25 -26 -21 -17
right_child=-2 4 3 -5 -6 6 7 -9 10 -11 -12 -13 13 -15 -16 29 17 -19 19 21 -22 -23 -24 26 27 -27 -28 -29 -30 -31
leaf_value=0.00040187258436697159 -2.7835895909123486e-05 -0.00058180300770457221 -0.0022055902231141989 0.00035039605667993982 0.0028291614945269985 -0.0028260753411004738 -0.00085046108074638121 -0.0038238724939265996 0.0018050056469003399 -0.0010911657720489034 0.0021115479097594042 -0.00022224123422592566 0.012188770285045558 -0.00063723680440110617 -0.0036009908349086124 0.00013996025646744809 -0.0057617937900801743 0.01360223553016443 0.00029442654100233113 0.0090079084285455534 0.00053186946113811437 0.025594438575208191 -0.01175817380703631 0.015290344432419676 0.0025985851845245506 -9.9279160870449444e-05 0.0025005800007938468 -0.0015520084383888234 0.0028618352752816326 0.0011533393796701889
leaf_weight=117696 1018436 30259 3477 2764 813 3865 6133 1018 4802 14225 4826 34214 165 3675 63 44149 914 66 7112 264 10245 20 63 88 717 620 151 1762 1929 10263
leaf_count=117696 1018436 30259 3477 2764 813 3865 6133 1018 4802 14225 4826 34214 165 3675 63 44149 914 66 7112 264 10245 20 63 88 717 620 151 1762 1929 10263
internal_value=1.3161e-06 9.8227e-05 0.00016491 -0.0010736 -0.000492555 0.000193639 3.17072e-05 0.000218354 0.000256354 -0.000205334 0.000575793 -0.00045447 -0.0014779 -0.000142854 0.00782581 0.000450628 0.000213525 0.000485974 0.000449731 0.00119318 -5.22489e-05 0.00380048 0.000414936 0.000519263 -0.00154096 -0.00347316 0.00720978 -0.000351534 0.00360172 0.0003311
internal_weight=1.32479e+06 306358 275286 6241 31072 269045 151349 109367 108349 44309 64040 41982 7768 3903 228 59214 30084 23951 23885 9627 14258 2213 7414 7351 4013 1534 239 2479 2193 54412
internal_count=1324794 306358 275286 6241 31072 269045 151349 109367 108349 44309 64040 41982 7768 3903 228 59214 30084 23951 23885 9627 14258 2213 7414 7351 4013 1534 239 2479 2193 54412
cat_boundaries=0 1 2
cat_threshold=1424 514
is_linear=0
shrinkage=0.05


Tree=326
num_leaves=31
num_cat=5
split_feature=92 121 136 43 120 36 1 87 23 43 16 10 136 41 89 136 2 20 88 102 126 3 53 30 136 136 111 65 135 14
split_gain=1.35115 3.69348 5.99401 3.75977 4.9965 4.33305 4.11868 4.03049 4.00802 3.95002 6.90805 5.88185 4.89893 5.48319 5.04568 4.32082 4.17257 4.10362 5.22588 4.51111 4.0607 3.99022 4.04321 3.8451 6.18111 4.76859 5.81879 4.06939 5.18966 4.10001
threshold=-0.12760660797357556 0.38266885280609136 0 13.449999809265138 -0.76037701964378346 18.650000572204593 330.50000000000006 0.78613543510437023 4.2049999237060556 11.150000095367433 10.405000209808351 3.8500000238418584 1 9.5500001907348651 -0.31837223470211024 2 353.50000000000006 6.0650000572204599 -0.07760820165276526 0.53152886033058178 -0.96811076998710621 316.50000000000006 12.184999942779543 1018.0499877929689 3 4 0.77278709411621105 1.6749999523162844 1015.4500122070314 1.4049999713897707
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2
left_child=1 3 -3 6 7 -6 9 8 -5 12 16 -12 14 15 -1 -14 -11 23 19 -19 -21 22 -16 25 -25 26 -17 28 29 -27
right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 11 -13 13 -15 21 17 -18 18 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=8.9506780062105913e-05 -2.6444100857509132e-05 5.0553274683334274e-05 -0.0012734351077915852 0.019636678343638778 -0.0012794993963429794 0.0013902442800889734 -0.000311439626537267 -0.0027602466973837988 -0.00046410309285030904 0.0030085503863053627 -0.001434427150917254 0.0019649407501819162 0.0014479180224212839 -0.0018924557790382702 -0.0022474575381685436 0.00088627338132211172 0.014731992567435671 0.00015225730600665439 0.0014459476364658316 0.0031962640037211105 0.00076061363521478706 0.00028595734643066198 0.0032721369539171329 -0.0011908137167836769 0.0016845124292476157 -0.00054991396141548235 -0.0036948297882544025 -0.00084638456403669782 0.0043667606005500462 0.0010590748300090709
leaf_weight=20836 1018436 28106 12276 25 2509 3855 33640 3590 3093 2817 2545 2545 8891 2709 6374 13390 78 63834 13148 1841 24279 2801 350 2526 7128 12121 731 23741 699 5880
leaf_count=20836 1018436 28106 12276 25 2509 3855 33640 3590 3093 2817 2545 2545 8891 2709 6374 13390 78 63834 13148 1841 24279 2801 350 2526 7128 12121 731 23741 699 5880
internal_value=1.25049e-06 9.33165e-05 -0.000352238 0.000160963 -0.000665905 0.000337701 0.000203702 -0.00161804 -0.000302936 0.000282736 0.00137437 0.000265257 0.000241479 0.0003401 -0.000346189 0.000374057 0.00332442 0.000317564 0.000514847 0.000378754 0.000932284 -0.00129964 -0.00196015 1.04299e-05 0.000932686 -0.000146981 0.000648665 -0.000411764 0.000139798 -2.43402e-05
internal_weight=1.32479e+06 306358 40382 265976 13072 6364 252904 6708 3118 219264 7985 5090 211279 180918 30361 178209 2895 169318 103102 89954 26120 9525 6724 66216 9654 56562 14121 42441 18700 18001
internal_count=1324794 306358 40382 265976 13072 6364 252904 6708 3118 219264 7985 5090 211279 180918 30361 178209 2895 169318 103102 89954 26120 9525 6724 66216 9654 56562 14121 42441 18700 18001
cat_boundaries=0 1 2 3 4 5
cat_threshold=2532 272 32 2053 5
is_linear=0
shrinkage=0.05


Tree=327
num_leaves=31
num_cat=1
split_feature=80 32 42 122 70 87 58 136 30 8 79 41 32 57 40 52 22 74 10 93 36 53 64 37 98 126 90 75 74 6
split_gain=1.24312 3.53012 3.22636 3.11977 3.09944 3.05927 4.00763 3.74175 5.37238 3.85681 3.70718 3.56966 4.22717 6.50602 3.95598 4.59137 3.91978 3.84953 3.78688 3.51726 3.43703 3.38327 3.26945 4.11828 3.23094 3.53382 3.23709 3.1475 6.16187 5.38005
threshold=323.37152099609381 10.750000000000002 7.0499999523162851 -0.71322327852249134 317.49688720703131 0.85366091132164013 211.94351959228518 0 1014.4500122070314 6.4500000476837167 24.054999351501468 11.250000000000002 13.650000095367433 273.99308776855474 12.949999809265138 2.4150000810623173 6.8849999904632577 0.83791604638099682 7.9500000476837167 -0.92082044482231129 14.250000000000002 0.62500000000000011 0.62500000000000011 10.84999990463257 -0.79135414958000172 0.87878364324569713 -0.55642288923263539 0.47357732057571417 0.61183300614357006 10.050000190734865
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=4 2 -2 -4 -1 6 -3 8 10 -10 21 12 16 -14 15 -13 18 24 19 -11 -12 -8 23 -20 -18 -26 -27 -15 29 -29
right_child=1 5 3 -5 -6 -7 7 -9 9 11 20 14 13 27 -16 -17 17 -19 22 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-7.1067382956348641e-07 -0.00080113506453428722 -0.00088164756864090416 0.0090589532075401151 -0.0049627811772467159 0.00051348854909508211 -0.0004189217654441242 -0.00682012481174881 7.3210105995975247e-05 0.00061481082838709018 -0.0075658884102647959 0.0023398954861338622 0.018191684045018707 0.0012234505138517102 -0.001868977099939278 -0.0037459906656295062 0.0019239132709578791 0.0037503414043728125 0.00017967449083743697 -0.0066029283373306201 0.005713503257961901 0.023540685605257752 -0.00074712717718409128 -0.00073410789648183442 0.018853784122682633 0.025803771952318179 0.0042130624415114976 0.016241860189352579 0.039006034247577197 0.0097814338721389713 0.0072450473811477428
leaf_weight=1237710 10155 4779 42 715 30017 24480 282 9156 2081 55 433 123 243 33 47 67 276 263 24 534 20 1228 1486 47 37 136 95 40 170 20
leaf_count=1237710 10155 4779 42 715 30017 24480 282 9156 2081 55 433 123 243 33 47 67 276 263 24 534 20 1228 1486 47 37 136 95 40 170 20
internal_value=1.18824e-06 -0.000227095 -0.00103587 -0.00418482 1.14644e-05 -3.58827e-05 0.000396726 0.000758312 0.00156663 0.00233653 -0.000691166 0.00330593 0.00289919 0.00712176 0.00924227 0.0124552 0.00217565 0.00514627 0.00105856 0.00447349 0.00327591 -0.00188129 -0.000233286 0.0102487 0.0075474 0.0114578 0.00915997 0.0125715 0.0146434 0.028419
internal_weight=1.32479e+06 57067 10912 757 1.26773e+06 46155 21675 16896 7740 5777 1963 3696 3459 506 237 190 2953 807 2146 589 453 1510 1557 71 544 268 231 263 230 60
internal_count=1324794 57067 10912 757 1267727 46155 21675 16896 7740 5777 1963 3696 3459 506 237 190 2953 807 2146 589 453 1510 1557 71 544 268 231 263 230 60
cat_boundaries=0 1
cat_threshold=4244
is_linear=0
shrinkage=0.05


Tree=328
num_leaves=31
num_cat=1
split_feature=92 122 88 4 19 27 126 31 64 17 135 34 110 62 54 28 54 31 112 14 81 111 136 27 62 52 106 76 4 27
split_gain=1.22039 4.17645 3.67342 5.86972 5.04467 5.11838 5.01405 4.24326 4.06158 4.04396 4.01767 3.68892 5.33707 3.38199 4.04829 4.53208 3.96753 3.34341 3.28728 3.28598 3.25678 3.24413 3.22333 5.06288 3.81376 3.47504 3.39446 3.65254 3.62604 3.94238
threshold=-0.12760660797357556 0.55191597342491161 -0.79425138235092152 12.150000095367433 10.405000209808351 260.50000000000006 0.061046212911605842 1015.9500122070314 19.814999580383304 7.4149999618530282 1019.2500000000001 8.8499999046325701 0.34500727057456976 0.33961082994937902 5.3650000095367441 1017.3500061035157 0.69499999284744274 1015.8500061035157 0.28400452435016638 1.8049999475479128 331.11405944824224 0.35236191749572759 0 335.50000000000006 0.58209607005119335 1.1250000000000002 -0.43548583984374994 1.6150000095367434 2.3500000238418584 256.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 11 8 -8 17 22 13 12 -6 -11 16 -16 20 -7 -13 -17 -15 -21 23 -4 25 26 27 28 -24 -30
right_child=-2 -3 3 -5 5 6 7 -9 -10 10 -12 18 -14 14 15 19 -18 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.000414463923053494 -2.5191525414251413e-05 -0.00046087170114839104 -0.0017863529598516178 -0.0020800825067420325 -0.0062783995639756887 -0.0010364262675721537 -0.0022876948310728141 -0.00055169473556509639 0.0028069538168800363 0.00095071333649736226 -0.0059340057361512259 -0.00010686991145505757 0.0044809544468400282 0.00181460413166917 0.0015871050263652859 0.00070449360435681974 -9.1784852585147746e-05 0.00091409910356702012 0.0016919604772535864 0.0037022486692294479 -0.0087795441514793536 -0.0062266141894034609 -0.0054218806301880827 0.0034015634549734754 -0.0037711868715544295 0.00093967858255056952 0.0038877360132740474 -0.0011819392737466583 0.032572722081094983 0.0072764467100487722
leaf_weight=89197 1018436 31072 5307 3256 133 6236 7278 6817 1140 25727 245 54053 864 3685 8524 675 40660 3392 2665 100 74 464 38 516 618 7762 382 5391 20 67
leaf_count=89197 1018436 31072 5307 3256 133 6236 7278 6817 1140 25727 245 54053 864 3685 8524 675 40660 3392 2665 100 74 464 38 516 618 7762 382 5391 20 67
internal_value=1.12886e-06 8.86266e-05 0.000150649 2.41966e-05 6.16709e-05 -0.000227717 -0.000827468 -0.00144808 -1.51005e-05 0.000300034 0.000459059 3.06498e-05 0.00304565 0.00047866 0.000254517 0.00117639 5.18958e-05 -0.000349245 -2.23485e-05 -0.00164923 0.00160605 -0.00446618 -0.00033409 -0.00132436 7.06479e-05 0.00024451 -0.000670359 -0.000986021 0.00746356 0.0130917
internal_weight=1.32479e+06 306358 275286 186089 182833 82578 24863 14095 10768 100255 80154 57715 997 79909 54182 9763 44419 9628 56718 1239 3759 564 20101 5823 14278 13660 5898 5516 125 87
internal_count=1324794 306358 275286 186089 182833 82578 24863 14095 10768 100255 80154 57715 997 79909 54182 9763 44419 9628 56718 1239 3759 564 20101 5823 14278 13660 5898 5516 125 87
cat_boundaries=0 1
cat_threshold=4482
is_linear=0
shrinkage=0.05


Tree=329
num_leaves=31
num_cat=0
split_feature=11 103 32 57 21 121 131 112 95 52 63 57 89 94 26 83 111 21 30 97 127 89 74 58 52 111 39 30 73 122
split_gain=1.18882 3.18065 2.71403 2.51229 2.94354 2.47735 2.38952 2.15436 2.48622 2.11454 2.08191 2.80824 3.47393 2.15132 2.6362 2.58596 2.58521 2.53979 2.37533 2.66976 2.32746 1.95226 1.91765 1.91412 2.09558 2.14677 1.84195 3.05202 1.83378 1.81379
threshold=10.84999990463257 0.2750662118196488 18.150000572204593 24.982591629028324 4.3350000381469735 -0.62249094247817982 311.50000000000006 -0.64942333102226246 -0.80120468139648426 23.295000076293949 0.45900529623031622 327.84664916992193 -0.45463559031486506 -0.16780704259872434 310.50000000000006 315.49264526367193 0.70805132389068615 4.5050001144409189 1016.0499877929689 -0.57697084546089161 0.86159634590148937 0.80001214146614086 0.25316666066646581 202.79146575927737 5.2449998855590829 0.69312334060668956 18.550000190734867 1011.2500000000001 0.38587841391563421 -0.68832838535308827
decision_type=2 2 2 2 2 2 2 2 2 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 10 -8 -9 -4 13 26 -13 14 15 16 17 29 21 -20 -17 23 -19 24 -16 -26 -12 -28 -21 -6
right_child=1 -3 9 4 6 -7 7 8 -10 -11 11 12 -14 -15 18 20 -18 22 19 28 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=2.2890456352847065e-05 -0.0027366031343696567 -2.4424046023424108e-05 -0.0056605779357175 0.0093941375676445376 0.018521494376633703 -0.001694323603488222 0.0041573245658663499 -0.0062840290572212052 0.0030534093872824266 0.0085916022795052942 -0.00025035800678165489 0.026290591018782422 0.0022167691386284979 -0.0016816188850621754 0.0010408248804719997 -0.0069224861809029778 0.013469157529470976 0.0099924761266447608 0.0022216960555828257 0.016452871282244957 0.00265282342559658 0.013381570129206889 -0.0010016914990825881 -0.0016379246420445987 -0.0023323071049526334 0.017816122107279415 0.023518988807197841 0.0020148742003608254 0.002964994299136812 -0.00051727204541252426
leaf_weight=1092894 1208 197465 369 139 29 79 519 132 155 28 18196 22 47 6166 518 307 32 40 460 63 80 27 4706 892 20 39 21 77 42 22
leaf_count=1092894 1208 197465 369 139 29 79 519 132 155 28 18196 22 47 6166 518 307 32 40 460 63 80 27 4706 892 20 39 21 77 42 22
internal_value=1.07241e-06 -0.000101751 -0.000545179 -0.000497239 -0.000414841 0.00537584 -0.000453549 0.00223503 -0.00124116 -0.00465539 -0.000521681 -0.000175564 0.00989248 -0.000994473 -0.000412236 -0.00101045 -0.00069528 -0.000789768 0.00110172 0.00386379 -0.00494309 5.85585e-05 -0.000909031 -0.000186316 0.00205776 0.0109861 -0.000213538 0.0066229 0.0110577 0.0103087
internal_weight=1.32479e+06 231900 34435 34038 32830 218 32612 806 287 397 31806 18363 69 13443 7277 5216 4829 4797 2061 565 387 1496 4746 1469 577 59 18294 98 105 51
internal_count=1324794 231900 34435 34038 32830 218 32612 806 287 397 31806 18363 69 13443 7277 5216 4829 4797 2061 565 387 1496 4746 1469 577 59 18294 98 105 51
is_linear=0
shrinkage=0.05


Tree=330
num_leaves=31
num_cat=3
split_feature=62 53 57 67 72 31 87 92 61 67 66 72 136 79 58 20 30 35 136 55 134 37 93 58 52 31 136 78 23 86
split_gain=1.07295 4.78015 4.97503 3.72634 4.48805 3.86389 4.08162 2.7165 2.90689 2.68936 2.67485 2.60916 3.67142 6.17819 3.64959 5.93275 5.2396 4.04113 4.18029 7.13472 4.9504 5.2005 4.94051 4.10423 3.73972 5.07082 4.13951 3.94711 4.34845 3.73039
threshold=0.45402717590332037 7.0050001144409189 210.12696838378909 9.1050000190734881 0.83699363470077526 1014.5499877929689 0.88059628009796154 0.85298025608062755 0.43379232287406927 40.625000000000007 4.6449999809265146 0.84959518909454357 0 16.704999923706058 227.91285705566409 7.1649999618530282 1021.0499877929689 14.949999809265138 1 15.574999809265138 1014.7500000000001 18.050000190734867 -0.92945608496665943 178.37760925292972 17.454999923706058 1007.0499877929689 2 2.0149999856948857 7.7249999046325692 0.86298882961273204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2
left_child=1 -1 3 -3 5 6 10 8 9 -4 -5 14 13 -13 15 17 24 23 19 -19 21 -20 -23 29 25 27 -26 -17 -29 -2
right_child=11 2 7 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 20 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-4.5712888576752321e-06 -9.7175998126261866e-06 0.0011598969110809515 -0.0015849273297600767 0.0057960338564589618 0.0047695546394107488 -3.0823204287609662e-05 0.0028472641977795674 -0.0028626926636723133 -0.0003815624555631554 0.0029632574164203279 -0.0061119142794088845 0.0026310410974671821 -0.00019085207518425231 -0.00051453343731664716 0.00025755997508694357 -0.0069138105697843623 -0.00406850351405183 -0.00080014783481246121 -0.0033109961480385294 0.008099667930018142 0.0036897573396608451 0.0081168383632956569 -0.0043338340410793369 -0.00038589646362823085 0.0008369517742782941 0.00098263749921220496 -0.0044320448032234517 -0.0026642217338932773 0.0022612626068162435 0.0033651333918577626
leaf_weight=885643 1876 6085 9948 50 295 1397 179 1635 17905 336 830 3116 113528 3128 210275 297 621 7675 4182 232 311 201 132 30417 732 20626 749 1129 743 1453
leaf_count=885643 1876 6085 9948 50 295 1397 179 1635 17905 336 830 3116 113528 3128 210275 297 621 7675 4182 232 311 201 132 30417 732 20626 749 1129 743 1453
internal_value=1.31535e-06 -2.83279e-05 -0.000572558 0.0004695 -0.0010576 -0.00175753 -0.00403534 -0.00088129 -0.000766366 -0.00143633 -0.00543533 6.9571e-05 -0.000125907 0.00105354 0.000152698 -0.000156228 0.000466612 -0.000489859 -0.00124885 -0.000538337 -0.00240688 -0.00283215 0.00318144 -0.000203476 0.000582624 0.000740807 -0.00185206 -0.00155887 -0.000709289 0.00146329
internal_weight=1.32573e+06 924303 38660 8836 2751 2456 1059 29824 28189 10284 880 401423 119772 6244 281651 71376 24897 46479 12733 7907 4826 4515 333 33746 24276 22795 1481 2169 1872 3329
internal_count=1325726 924303 38660 8836 2751 2456 1059 29824 28189 10284 880 401423 119772 6244 281651 71376 24897 46479 12733 7907 4826 4515 333 33746 24276 22795 1481 2169 1872 3329
cat_boundaries=0 1 2 3
cat_threshold=16 7472 1412
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
station_id=741
pres_lag_12=298
wtmp_lag_12=208
ground_energy_lag_1=201
mid_energy_lag_12=198
pres_lag_6=195
wtmp_lag_1=153
atmp_lag_12=148
pres_lag_1=143
mid_energy_lag_1=129
wtmp_lag_6=121
pres_lag_3=120
ground_dir_sin_lag_1=120
wtmp_lag_3=118
ground_energy_lag_12=115
atmp_lag_1=112
mid_quality_lag_12=111
ground_quality_lag_12=110
wind_dir_lag_1=108
wind_energy_lag_1=105
wind_dir_lag_12=105
dpd_lag_12=101
wdir_cos_lag_12=99
dpd_lag_1=98
ground_energy_lag_3=98
wind_energy_lag_12=98
apd_lag_12=94
atmp_lag_3=93
atmp_lag_6=91
ground_energy_lag_6=91
wind_quality_lag_12=91
ground_dir_sin_lag_3=91
wvht_lag_1=88
ground_dir_lag_1=88
ground_dir_lag_3=88
ground_dir_lag_12=87
ground_quality_lag_6=87
mid_dir_lag_12=87
ground_quality_lag_1=83
wind_quality_lag_1=82
apd_lag_1=81
wind_dir_cos_lag_1=81
ground_dir_sin_lag_12=80
wind_dir_lag_3=79
ground_quality_lag_3=77
mid_energy_lag_6=76
apd_lag_6=75
mid_quality_lag_1=74
mid_quality_lag_3=74
ground_dir_sin_lag_6=74
mid_dir_sin_lag_12=74
gst_lag_1=73
wind_dir_cos_lag_12=72
dpd_lag_3=69
mid_dir_lag_1=69
wind_energy_lag_6=69
wind_energy_lag_3=68
ground_dir_lag_6=67
wind_quality_lag_3=66
ground_dir_cos_lag_1=66
wind_dir_cos_lag_6=66
wspd_lag_1=65
mid_energy_lag_3=65
wind_dir_lag_6=63
ground_dir_cos_lag_12=63
mwd_sin_lag_1=63
wdir_sin_lag_6=63
wdir_sin_lag_12=62
wvht_lag_3=61
dewp_lag_12=60
mid_dir_lag_3=60
mid_dir_sin_lag_6=60
wind_dir_sin_lag_12=60
apd_lag_3=59
mid_dir_sin_lag_1=59
wdir_sin_lag_3=57
wvht_lag_12=56
mid_quality_lag_6=56
wdir_sin_lag_1=56
ground_dir_cos_lag_3=55
mid_dir_sin_lag_3=55
wvht_lag_6=54
dpd_lag_6=54
dewp_lag_3=54
gst_lag_12=53
mid_dir_cos_lag_1=53
wdir_cos_lag_6=53
bar_lag_1=52
wdir_lag_1=51
wdir_lag_12=50
mid_dir_cos_lag_3=50
wind_quality_lag_6=49
mwd_lag_1=46
ground_dir_cos_lag_6=46
dewp_lag_6=45
mwd_lag_3=44
wspd_lag_12=43
dewp_lag_1=43
wind_dir_cos_lag_3=43
mwd_cos_lag_1=42
wdir_cos_lag_1=42
mwd_lag_12=40
mid_dir_lag_6=40
wspd_lag_3=39
gst_lag_3=39
mwd_sin_lag_12=39
mid_dir_cos_lag_12=38
wspd_lag_6=37
wind_dir_sin_lag_6=37
gst_lag_6=36
wdir_lag_6=34
mwd_lag_6=34
bar_lag_12=34
mid_dir_cos_lag_6=33
wind_dir_sin_lag_1=32
mwd_cos_lag_3=32
wdir_lag_3=31
bar_lag_3=30
bar_lag_6=29
wdir_cos_lag_3=28
mwd_sin_lag_3=27
mwd_sin_lag_6=27
wind_dir_sin_lag_3=23
mwd_cos_lag_6=21
mwd_cos_lag_12=21
wd_lag_1=20
wd_lag_12=20
wd_lag_3=13
wd_lag_6=7

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"]]