tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=9
objective=cross_entropy
feature_names=anmdc_ra cc_tetplg_prplg_dplg_hmplg_dt adm_past_year agegroup_rm count_proc flag_emergency cc_diabetes_complications cc_cerebral_vascular_accident pat_remoteness indstat_flag
feature_infos=-1:6:5:8:14:1:4:11:3:21:9:23:2:10:13:18:7:19:12:20:15:16:22:0:24 -1:0 [0:295] -1:7:6:3:5:2:8:4:0:1:9 [0:48] -1:1:0 -1:0:1 -1:0:1 -1:0:1:2:3 -1:0:1
tree_sizes=2612 2276 2346 2975 3138 2161 3019 2062 3193 2910 3094 2521 2945 2548 3077 3195 3127 2886 2930 2644 3025 2877 2685 2522 3114 2968 2506 3084 3199 3186 2701 2876 2608 2524 3001 3154 2848 2738 2904 2835 2976 3024 2986 2325 2640 3915 3723 3043 3932 2437 3734 2308 3244 3933 3819 3951 2874 3999 3204 3491 2938 3412 3349 3558 3187 2975 3694 3209 2998 3074 2878 3776 2952 3521 3371 3012 3597 3704 3277 3404 3287 3910 3006 3308 3495 3344 2989 3494 3278 2902 3288 3091 2968 2619 3411 3112 3496 2750 3617 3059 2405 2937 2897 3266 2921 3316 3429 3143 2802 3428

Tree=0
num_leaves=23
num_cat=5
split_feature=0 2 5 4 2 4 0 1 0 4 2 2 4 4 2 4 2 4 2 4 4 4
split_gain=198.331 46.6257 22.3131 15.3095 12.0103 10.4043 7.35104 3.58913 2.24542 0.868064 0.744754 0.634079 0.249463 0.246667 0.214415 0.137006 0.0822123 0.0674439 0.0348347 0.0206405 0.0122677 0.0015803
threshold=0 2.5000000000000004 1 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2 3 4 10.500000000000002 15.500000000000002 15.500000000000002 2.5000000000000004 8.5000000000000018 109.50000000000001 13.500000000000002 3.5000000000000004 6.5000000000000009 2.5000000000000004 20.500000000000004 1.0000000180025095e-35 12.500000000000002
decision_type=9 2 1 2 2 2 9 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 17 8 13 -2 11 -8 15 -3 18 -5 19 -7 21 -1 -4 -6 -10 -14
right_child=1 5 12 6 14 10 9 -9 20 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-10.47624628705805 -10.567057831135832 -10.475264612578712 -10.499679081332767 -10.465592798656324 -10.267446146263389 -10.423996073754887 -10.528418659492091 -10.496529034689285 -10.496529034689285 -10.496529034689285 -10.496529034689285 -10.496529034689285 -10.486433658370444 -10.496529034689285 -10.496529034689285 -10.496529034689285 -10.496529034689285 -10.496529034689285 -10.496529034689285 -10.496529034689285 -10.515432645242109 -10.496529034689285
leaf_weight=13.231166090845363 166.78666556719691 9.5827022554294654 5.1057052297983301 17.350926218714452 11.023006050745602 9.4126078674162219 22.854457796565843 0.66004138090647657 6.5640242202061954 0.67766974665573698 0.38434258240158747 1.524273393297334 2.6988530610105963 1.2216346941568179 0.021828227181686866 0.06949112830625459 0.41896380855177984 0.15268706760252904 1.8503705289913339 0.0020999307162136152 14.391129135547088 0.0074602801760191842
leaf_count=478858 6036288 346814 184784 627959 398941 340658 827141 23888 237563 24526 13910 55166 97676 44213 790 2515 15163 5526 66968 76 520839 270
internal_value=-10.4965 -10.5337 -10.3509 -10.554 -10.3026 -10.4603 -10.4965 -10.5656 -10.4965 -10.521 -10.426 -10.483 -10.4965 -10.4719 -10.2676 -10.4243 -10.4879 -10.4767 -10.4965 -10.2675 -10.5112 -10.4865
internal_weight=0 251.48 34.5121 209.551 24.4308 41.9286 42.1047 167.447 32.0621 23.5321 9.86644 11.107 10.0814 18.5726 11.0469 9.4821 3.12528 13.3839 6.95608 11.0251 20.9552 2.70631
internal_count=10350532 9101480 1249052 7584015 884191 1517465 1523839 6060176 1160382 851667 357083 401980 364861 672172 399807 343173 113109 484384 251752 399017 758402 97946
cat_boundaries=0 1 2 3 4 5
cat_threshold=264704 2 14681362 1 10487072
is_linear=0
shrinkage=1


Tree=1
num_leaves=22
num_cat=9
split_feature=0 2 5 0 4 1 2 4 0 2 3 0 4 4 2 2 4 4 0 3 4
split_gain=181.961 59.0059 21.4506 12.0143 8.30913 5.8452 5.56056 1.76503 1.17969 0.804801 0.230721 0.225706 0.154981 0.126922 0.0769014 0.0357007 0.0285658 0.0191217 0.0179492 0.0128895 0.00854343
threshold=0 1.5000000000000002 1 2 4.5000000000000009 3 11.500000000000002 3.5000000000000004 4 9.5000000000000018 5 6 11.500000000000002 13.500000000000002 108.50000000000001 15.500000000000002 20.500000000000004 16.500000000000004 7 8 12.500000000000002
decision_type=9 2 1 9 2 9 2 2 9 2 1 9 2 2 2 2 2 2 9 1 2
left_child=14 4 3 6 5 -2 13 -4 17 10 -5 19 -10 -3 16 18 -1 -6 -11 -9 -21
right_child=1 2 7 9 8 -7 -8 11 12 15 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.19425586065488976 -0.066919019882720671 0.10193982328202922 -0.026062524707661457 0 0.013947324253549335 0.0036578757524294981 0 0 -0.014766032944606475 0.0040994924771366129 -0.014956157255116148 0 0 0 0 0 0 0 0 0.011722697446767792 0
leaf_weight=19.616479851138145 166.47435238649996 24.966517676808515 22.746433029058611 0.5193994289074908 11.246851589563445 0.87076150433676858 2.5721025359598562 0.50947463636839529 8.7166812815776211 0.34600855354801752 14.089295031901198 2.6024631061627579 0.48056617832480775 0.04127584319212374 0.010044979077064364 0.57240505426307209 0.003730140088008648 0.064517608188908393 0.41556878605479031 1.3275303488662755 0.034613291067216667
leaf_count=647608 6377131 883190 837075 18942 399683 31112 90349 17725 321631 12181 516938 92147 17377 1482 362 20797 135 2335 14929 46163 1240
internal_value=0 -0.0296734 0.0349949 0.0659338 -0.0582311 -0.0645314 0.0805259 -0.0178629 0 -0.00526094 -0.0148157 0.00152518 -0.0105646 0.101788 0.161611 0.00212543 0.194234 0.0110859 0.00402581 0.00747124 0.00879504
internal_weight=0 258.597 70.7431 43.5226 187.854 167.345 27.5799 27.2205 20.5086 15.9427 14.6087 4.47408 9.19725 25.0078 19.6303 1.33398 19.6202 11.3114 0.761577 1.87162 1.36214
internal_count=10350532 9702427 2553158 1558808 7149269 6408243 975021 994350 741026 583787 535880 157275 339008 884672 648105 47907 647743 402018 27110 65128 47403
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=262656 2 10489170 1 12584402 512 1442 524320 46
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=23
num_cat=9
split_feature=0 2 5 3 1 4 2 4 0 6 0 0 4 4 4 2 4 4 3 4 2 2
split_gain=158.089 57.0057 19.678 11.6445 9.50603 8.45342 3.43682 1.55009 1.14212 0.703106 0.493775 0.224963 0.176723 0.154764 0.0698001 0.0288741 0.0191089 0.014329 0.0132364 0.00850035 0.00761554 0.0131572
threshold=0 1.5000000000000002 1 2 3 4.5000000000000009 13.500000000000002 3.5000000000000004 4 5 6 7 13.500000000000002 11.500000000000002 6.5000000000000009 108.50000000000001 16.500000000000004 20.500000000000004 8 12.500000000000002 2.5000000000000004 15.500000000000002
decision_type=9 2 1 1 9 2 2 2 9 1 9 9 2 2 2 2 2 2 1 2 2 2
left_child=15 4 3 10 5 -2 12 9 16 -4 20 18 -5 -10 -6 17 -7 -1 -9 -20 -3 -22
right_child=1 2 7 6 14 8 -8 11 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23
leaf_value=0.1956415813112275 -0.06458614393360608 0 -0.026930891144985886 0.093520614303411756 0.015005658255442277 0.013939994128920467 0 0 -0.014389950392344565 0 -0.012545108707695988 0 0 0 0 0 0 0 0.011666899463153885 0 0.0025025066820244307 0
leaf_weight=14.648475144909749 162.00383320545734 1.8681097156095345 20.636242452463193 31.491652994944165 1.3027752772795782 11.249497799966772 1.9836258603190788 0.50947463636839529 8.5466091005164344 1.8468934153697834 9.1679054131127469 2.644605478126322 0.064470467732461567 0.46311700141086554 0.2227964590947521 0.0037309610925156935 0.064510683419940373 0.0018512547103463053 1.3431832386722815 0.034613291067216667 3.169824144630184 0.32501204081199819
leaf_count=400703 6552394 64261 777946 1032572 45761 391203 69629 17725 320077 68731 325600 93398 2278 16746 7826 134 2316 67 46163 1240 102389 11373
internal_value=0 -0.0250706 0.0360774 0.0639523 -0.0541763 -0.0580858 0.0767737 -0.0158129 0 -0.0237862 -0.00647574 0.00135525 0.0933179 -0.0102224 0.0141929 0.159815 0.0110801 0.195629 0.00743107 0.00875388 0 0.00150786
internal_weight=0 258.939 75.0856 48.0706 183.853 182.328 33.5397 27.015 20.3237 22.4831 14.5309 4.53188 31.5561 9.00973 1.52557 14.6541 11.314 14.6503 1.88727 1.3778 5.36295 3.49484
internal_count=10350532 9949628 2613305 1608102 7336323 7282736 1104479 1005203 730342 846677 503623 158526 1034850 336823 53587 400904 393519 400770 65128 47403 178023 113762
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=512 2 15 1 12846546 1 2624864 1442 46
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=29
num_cat=8
split_feature=0 2 1 5 6 4 0 4 0 3 2 2 2 4 2 4 4 4 2 2 4 2 2 4 3 2 2 4
split_gain=148.16 62.9921 24.8361 20.243 12.5392 8.43651 3.33339 0.936572 0.882156 0.622654 0.509926 0.270773 0.257478 0.226607 0.157639 0.0914589 0.0910634 0.0634657 0.0407801 0.0362069 0.0259775 0.0140183 0.0129678 0.00682823 0.00333041 0.00151354 0.00211133 1.17832e-07
threshold=0 1.0000000180025095e-35 1 2 3 4.5000000000000009 4 6.5000000000000009 5 6 1.5000000000000002 1.0000000180025095e-35 109.50000000000001 2.5000000000000004 13.500000000000002 8.5000000000000018 6.5000000000000009 20.500000000000004 8.5000000000000018 9.5000000000000018 13.500000000000002 15.500000000000002 4.5000000000000009 12.500000000000002 7 2.5000000000000004 13.500000000000002 4.5000000000000009
decision_type=9 2 9 1 1 2 9 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 6 4 12 5 -2 9 -8 11 27 -7 -6 17 25 15 -13 -11 -3 23 20 -4 -12 -10 -15 -9 -5 -27 -1
right_child=2 3 19 13 8 10 7 24 22 16 21 14 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=-5.9753335252054256e-06 -0.065190216396313547 0.1891907137888115 0.047201412650782072 -0.00066498203181800325 0 -0.0048112428974268241 -0.020277811344016045 0.00090534549478277606 -0.0026610228865592729 0.034040971106045093 0.011172635252399163 0.024839558529316248 0 0.011374851440235485 0 0 0 0 0 0 0 0 0 0 0 0.00080307936569539058 0 0
leaf_weight=3.0018475644283176 159.59064995781591 26.363833879753663 1.9290020587304741 4.2274920976997219 2.3555474203858449 12.021426872750455 27.699488096543067 0.63212038351230149 3.9020406365452791 6.5557840717410727 4.1809561670997928 5.2451160239361343 0.035004955465409604 5.0167537618508504 0.29681712027195306 0.16592599827890797 0.11511193858314062 0.0086207715794434092 0.17558711305719032 0.031166567843683768 0.022291809382295358 0.05996430170489464 0.71600245291483577 0.028518303623059071 0.88933134813305403 2.7370167694716661 1.0339623918225695 0.092180546533199847
leaf_count=72365 6617645 723492 64673 162654 100437 444692 1106558 21672 154438 158094 135657 184615 1267 180639 10776 5690 2820 312 6039 1054 806 2170 24607 968 30539 96994 36627 2232
internal_value=0 0.0955925 -0.0418718 0.161392 -0.0524124 -0.0591963 0 -0.0133221 0.0101173 0.020566 0 0.0165123 0.188967 0.006433 0.0232217 0.0242546 0.0264165 0.189146 0.0107294 0.0469554 0.0470987 0.0109779 -0.00138546 0.0112842 0 0 0 0
internal_weight=0 78.6127 190.517 39.6268 188.534 175.853 38.9859 29.2209 12.6814 9.76492 16.2623 8.06341 26.4075 13.2193 5.70786 5.41104 6.6709 26.3725 5.22086 1.98246 1.95129 4.24092 4.61804 5.04527 1.52145 7.99847 3.77098 3.09403
internal_count=10350532 2603272 7747260 1208992 7680727 7200164 1394280 1158769 480563 235511 582519 301518 725071 483921 201081 190305 160914 723804 187646 66533 65479 137827 179045 181607 52211 296275 133621 74597
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=265984 1 2 1 512 10485872 11 336
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=10
split_feature=0 2 1 5 6 4 0 4 2 3 2 4 2 0 2 4 4 0 4 2 2 4 2 4 4 3 3 2 2 4
split_gain=127.349 49.0182 23.7327 13.5039 11.7939 7.97095 3.09716 0.893143 0.863237 0.618479 0.493779 0.221202 0.207879 0.190743 0.144277 0.0885304 0.0807839 0.0698464 0.051237 0.040075 0.0358156 0.025697 0.0138155 0.00879951 0.00671269 0.00332001 0.00329681 0.00147652 0.00207602 1.15708e-07
threshold=0 1.0000000180025095e-35 1 2 3 4.5000000000000009 4 6.5000000000000009 1.5000000000000002 5 1.5000000000000002 2.5000000000000004 109.50000000000001 6 13.500000000000002 6.5000000000000009 7.5000000000000009 7 20.500000000000004 8.5000000000000018 9.5000000000000018 13.500000000000002 15.500000000000002 3.5000000000000004 12.500000000000002 8 9 2.5000000000000004 13.500000000000002 4.5000000000000009
decision_type=9 2 9 1 1 2 9 2 2 1 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 1 1 2 2 2
left_child=1 6 4 12 5 -2 9 -8 17 29 -7 27 18 14 16 -11 -10 23 -3 24 21 -4 -12 -6 -13 -9 -25 -5 -29 -1
right_child=2 3 20 11 8 10 7 25 13 15 22 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-5.9212487597094804e-06 -0.06323704418590613 0.16352072828411335 0.046772835970190565 -0.00065682521818138072 0 -0.0046803594059695924 -0.01950207313964546 0.00090392394340876392 0.025144374293041057 0.03321374853682494 0.011020063159536056 0.011192614336279782 0 0 0 0 0 -0.003949910147532717 0 0 0 0 0 0.0017324649432915885 0 0 0 0.00079630935742434667 0 0
leaf_weight=3.0018295029221922 149.51922033914343 31.854148590109624 2.0222308718311979 4.2246819268020754 1.3464545410060962 11.963731211002598 27.143487649564126 0.63269288989977213 3.5611495522425693 6.7827715590174193 4.2279274572629211 5.0741411090275506 0.035004955465409604 2.2337942161630053 0.26691501527784556 0.11511193858314062 0.14440734372146824 4.7681897777329123 0.0086207715794434092 0.17558711305719032 0.031166567843683768 0.022291809382295358 0.05996430170489464 0.30177752370036615 0.028518303623059071 0.88933134813305403 0.18030268026450347 2.739215571116802 1.0339623918225695 0.092180546533199847
leaf_count=72365 6617645 723492 64673 162654 59081 444692 1106558 21672 116976 158094 135657 180639 1267 70884 9694 2820 4678 201457 312 6039 1054 806 2170 11102 968 30539 6691 96994 36627 2232
internal_value=0 0.0873492 -0.0392722 0.142103 -0.0501396 -0.0570947 0 -0.0126209 0.00980459 0.0200186 0 0.00629335 0.163335 0.0187634 0.0182555 0.0258046 0.0246082 0 0.163484 0.0105493 0.0465282 0.0466707 0.0108259 0 0.0111023 0 0.00169905 0 0 0
internal_weight=0 83.8313 180.65 45.1739 178.574 165.771 38.6574 28.6655 12.803 9.99189 16.2516 13.2761 31.8978 6.20627 3.97247 6.89788 3.70556 6.59672 31.8628 5.27825 2.07569 2.04452 4.28789 1.82853 5.10266 1.52202 0.48208 7.99786 3.77318 3.09401
internal_count=10350532 2603272 7747260 1208992 7680727 7200164 1394280 1158769 480563 235511 582519 483921 725071 202232 131348 160914 121654 278331 723804 187646 66533 65479 137827 76874 181607 52211 17793 296275 133621 74597
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=265984 1 2 1 512 11 10485860 8388688 336 896
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=21
num_cat=9
split_feature=0 2 4 5 1 0 0 2 6 0 4 4 7 2 2 4 3 2 4 4
split_gain=117.127 47.7893 14.1187 11.0107 7.75211 6.49669 3.21631 3.00504 1.13846 0.87811 0.728779 0.419447 0.21742 0.18065 0.108183 0.106313 0.0735811 0.0216548 0.0104217 0.0042741
threshold=0 2.5000000000000004 3.5000000000000004 1 2 3 4 15.500000000000002 5 6 10.500000000000002 8.5000000000000018 7 1.0000000180025095e-35 13.500000000000002 13.500000000000002 8 108.50000000000001 20.500000000000004 12.500000000000002
decision_type=9 2 2 1 9 9 9 2 1 9 2 2 1 2 2 2 1 2 2 2
left_child=12 2 4 6 8 11 7 15 -2 14 -7 13 17 -4 16 -3 -5 18 -1 -18
right_child=1 3 5 9 -6 10 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 -21
leaf_value=0.15913266855338368 -0.062308077782203465 0.083172155388630709 0 0 0.010100850070391573 -0.027330689130731545 -0.0029072093775195092 0 0 -0.013001523851661348 0 0 0 0.036994959321180618 0 0 0.01063059362988043 0 0 0
leaf_weight=20.938705316322746 137.13614047185183 27.322535015333422 11.317520875338237 0.82721856126408966 0.88075185121669974 19.538836797995831 4.2874182389095941 2.0388362106114064 8.7494637773179402 12.874129919648114 0.6762145568827681 1.4470137622374739 0.038085796972157193 9.4172596206699364 0.79844396194494027 0.045189415448475212 2.5406637699488792 0.0037897303700437082 0.001823624043025939 0.019149271842252236
leaf_count=400074 6290099 766457 424844 30493 27004 827141 169005 67830 332853 535382 24526 47030 630 281939 30273 1373 92709 134 66 670
internal_value=0 -0.0199785 -0.0438796 0.0461215 -0.0564416 0.000831492 0.0664188 0.0671295 -0.0602034 -0.0043775 -0.0202865 0.0254375 0.132852 0.032058 0.00410635 0.0830279 0.00782602 0.159104 0.159123 0.00808301
internal_weight=0 239.917 189.163 50.7536 146.766 42.3968 33.694 29.4066 145.886 17.0596 20.2151 22.1818 20.9824 20.7348 4.18548 27.3677 3.38703 20.9443 20.9405 2.55981
internal_count=10350532 9949628 8255436 1694192 6649956 1605480 1004665 835660 6622952 689527 851667 753813 400904 706783 154145 767830 123872 400274 400140 93379
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=512 2 1 14945554 11275642 1 263584 1 30
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=30
num_cat=12
split_feature=0 2 5 4 1 0 2 3 4 2 1 3 4 3 3 3 4 4 4 2 4 4 4 2 2 4 6 2 6
split_gain=106.215 63.8995 32.2295 7.02571 5.67649 4.81404 3.07533 2.35186 2.17082 1.32824 1.04426 0.812436 0.735884 0.350566 0.300003 0.163016 0.127642 0.0859388 0.0685835 0.0585155 0.0426257 0.0128837 0.010078 0.00920936 0.00903981 0.00805798 0.00611249 0.00259271 0.00109897
threshold=0 1.0000000180025095e-35 1 5.5000000000000009 2 3 5.5000000000000009 4 4.5000000000000009 15.500000000000002 5 6 2.5000000000000004 7 8 9 1.0000000180025095e-35 6.5000000000000009 20.500000000000004 8.5000000000000018 13.500000000000002 2.5000000000000004 12.500000000000002 14.500000000000002 13.500000000000002 4.5000000000000009 10 6.5000000000000009 11
decision_type=9 2 1 2 9 9 2 1 2 2 9 1 2 1 1 1 2 2 2 2 2 2 2 2 2 2 1 2 1
left_child=1 5 7 4 6 11 -2 21 10 18 -7 25 16 -10 20 -14 -4 -13 -9 22 24 -3 -17 -16 -5 -1 27 -6 -8
right_child=3 2 12 14 26 8 28 9 13 -11 -12 17 15 -15 23 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0015504722647993511 -0.064165977807883648 -0.0018739743499189565 0 0.012164040738726595 0.0056997375099866222 -0.035053483305099851 -0.00053633288131715938 0.16179564181740716 0.0087818101222074726 0 0 0.028205866350441505 0 -0.0023297858572490344 -0.0016566503648611345 0.016086867569576304 -0.0094863808135300393 0 0 0 0 0 0 0 0 0 0 0 0
leaf_weight=3.5195399963195091 109.52573761932581 6.6871843365624937 1.3108058377747536 3.87885016079963 0.27442791840075997 36.207136287617686 8.2046906550822296 44.484688440792524 2.2864211105170389 1.3377616897905671 0.5489630175561605 8.2194465969478152 2.1559088305893965 5.0494099562783958 3.5558078813373863 4.4568433297245056 13.087070642473916 0.13471551484690358 0.011718249601471054 0.1727926109870167 0.17106960871933541 1.4565645964248686 0.029085972801112692 0.019580733674956607 0.035204768990297342 0.10804868365084974 0.053793926497746725 0.022269115850576782 1.2763326970525657
leaf_count=72365 5343842 177325 51089 136392 8345 1732148 321958 1023613 79794 37119 17667 158094 76546 176425 134769 159754 544812 2820 424 6056 6199 35471 986 700 1237 2232 1608 647 40095
internal_value=0 0.0634873 0.113895 -0.0485101 -0.0571514 -0.00938183 -0.0604062 0.141727 -0.0227048 0.14116 -0.0325916 0.0154239 0 0 0.00355617 0.0113682 -0.00765407 0.0220155 0.161754 0.0119599 0.00888 0 0.015989 0 0.0120476 0 0.00543483 0.00562204 0
internal_weight=0 131.264 75.1904 127.018 119.357 56.0737 119.007 53.9779 44.0919 45.8342 36.7561 11.9818 21.2125 7.33583 7.66051 6.81463 14.3979 8.35416 44.4964 4.65872 4.08512 8.14375 4.48593 3.57539 3.91405 3.62759 0.350491 0.296697 9.48102
internal_count=10350532 4354740 2113195 5995792 5716495 2241545 5705895 1273952 2006034 1061156 1749815 235511 839243 256219 279297 243342 595901 160914 1024037 166796 143828 212796 160740 135469 137629 74597 10600 8992 362053
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=14946050 2 1 512 7 1 11 275 992 646 1 1
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=20
num_cat=9
split_feature=0 2 4 5 1 0 0 2 6 0 4 4 7 2 4 3 2 4 4
split_gain=92.5974 38.5377 12.722 8.11219 7.29592 5.36615 2.79707 2.33767 0.906361 0.822957 0.664835 0.413889 0.192706 0.109279 0.0921771 0.071721 0.017032 0.00820268 0.0043104
threshold=0 2.5000000000000004 3.5000000000000004 1 2 3 4 15.500000000000002 5 6 10.500000000000002 8.5000000000000018 7 13.500000000000002 13.500000000000002 8 108.50000000000001 20.500000000000004 12.500000000000002
decision_type=9 2 2 1 9 9 9 2 1 9 2 2 1 2 2 1 2 2 2
left_child=12 2 4 6 8 11 7 14 -2 13 -7 -4 16 15 -3 -5 17 -1 -17
right_child=1 3 5 9 -6 10 -8 -9 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.13448062318010717 -0.059427003665640743 0.069722770292294331 0.029214880304949412 0 0.009887894547031921 -0.025247958931654071 -0.0025285943974833755 0 0 -0.012368651917067854 0 0 0 0 0 0.010697765414532276 0 0 0
leaf_weight=26.293812367570361 125.26888071040776 31.864686454646293 21.851030571044252 0.8152594478433457 0.94059210599152621 18.158676278899296 4.1153981017178003 2.0382052442109844 8.7878326499103405 12.492295093319628 0.67870607461554655 1.5163206009274279 0.042889943939374287 0.79298773679875001 0.049073365711591488 2.5209187743275843 0.003787018282308873 0.001823624043025939 0.019184346432666533
leaf_count=400074 6290099 766457 706783 30493 27004 827141 169005 67830 332853 535382 24526 47030 630 30273 1373 92709 134 66 670
internal_value=0 -0.0176222 -0.0406397 0.0392996 -0.0533344 0.0010997 0.0557256 0.0568564 -0.0573337 -0.0035185 -0.0184199 0.0230905 0.114038 0.0041939 0.0695882 0.0079284 0.134457 0.134473 0.00813309
internal_weight=0 231.91 177.202 54.708 134.997 42.2047 38.0674 33.952 134.057 16.6406 18.8374 23.3674 26.3423 4.14835 31.9138 3.35536 26.2994 26.2956 2.5401
internal_count=10350532 9949628 8255436 1694192 6649956 1605480 1004665 835660 6622952 689527 851667 753813 400904 154145 767830 123872 400274 400140 93379
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=512 2 1 14945554 11275642 1 263584 1 30
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=32
num_cat=13
split_feature=0 2 5 4 1 3 3 2 7 1 0 5 4 2 4 3 3 4 4 2 4 4 4 4 4 2 2 6 6 2 4
split_gain=84.2207 47.3848 21.3158 6.48135 5.36761 3.7844 3.18971 2.57133 2.40352 2.02433 1.25407 1.08341 0.758128 0.68293 0.659454 0.290582 0.167828 0.118783 0.101952 0.057298 0.0489938 0.0420509 0.0180807 0.0148981 0.00992993 0.00899735 0.00731145 0.00622354 0.00386584 0.00271952 0.00260863
threshold=0 1.0000000180025095e-35 1 5.5000000000000009 2 3 4 5.5000000000000009 5 6 7 8 4.5000000000000009 15.500000000000002 2.5000000000000004 9 10 1.0000000180025095e-35 8.5000000000000018 8.5000000000000018 20.500000000000004 13.500000000000002 2.5000000000000004 5.5000000000000009 12.500000000000002 13.500000000000002 14.500000000000002 11 12 6.5000000000000009 6.5000000000000009
decision_type=9 2 1 2 9 1 1 2 1 9 9 1 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2
left_child=1 5 6 4 7 10 22 -2 13 12 11 18 -7 20 17 21 -16 -4 -1 24 -8 25 -3 -12 -18 -5 -17 29 -9 -6 -11
right_child=3 2 14 15 27 9 8 28 -10 30 23 -13 -14 -15 16 26 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.03203520555107655 -0.061204586676581942 -0.0022161172756387129 0 0.012017129834317963 0.0056752912832931865 -0.033722106310323262 0.13353997194566086 -0.0010035551352194562 0 0.0019863595532048765 -0.0030173085294659097 0 0 0 0 -0.0014774512830626873 0.01567188895917496 -0.0088938715728284247 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_weight=7.1110946745775436 98.876291133015911 6.8155158702538738 1.3068115069527291 3.9232788923654884 0.28143097794418181 31.859254652606978 52.639570219731468 8.38498877711754 1.7637465080406389 0.39620890280821086 7.1198669135246773 3.4212315307941008 4.5565459629306124 1.3563498675957806 2.1842945341959421 3.4947773064504868 4.5804494391359176 12.806857022926122 0.13835745568758273 0.17413555257553515 0.011001330309226343 0.17101213335445198 1.5229109226274884 0.72561737236719626 0.029477158615918486 0.035495451509632292 0.019610024526627856 0.055086211996240309 1.3238192049684574 0.023471245945984265 0.069076037840204663
leaf_count=232462 5343842 177325 51089 136392 8345 1335651 980398 321958 43490 12183 345182 135383 149859 36870 76546 134769 159754 544812 4515 6056 398 6199 35471 24151 986 1237 700 1608 40095 647 2159
internal_value=0 0.0550452 0.0953234 -0.0450808 -0.0539402 -0.00866419 0.115703 -0.0574285 0.116137 -0.0219589 0.0110794 0.0203844 -0.0307411 0.132119 0 0.00360112 0.0109051 -0.00705912 0.0315448 0.0116465 0.133509 0.00876979 0 -0.00176748 0.0155734 0.0119 0 0.00540184 0 0.00559344 0.00175511
internal_weight=0 140.588 85.1911 116.589 108.945 55.3973 64.1091 108.585 55.7707 36.8811 18.5162 10.6707 36.4158 54.0069 21.082 7.64417 6.96836 14.1137 7.24945 4.78406 52.6506 4.12979 8.33843 7.84548 4.60993 3.95877 3.51439 0.359988 9.70881 0.304902 0.465285
internal_count=10350532 4354740 2113195 5995792 5716495 2241545 1273952 5705895 1061156 1499852 741693 372360 1485510 1017666 839243 279297 243342 595901 236977 166796 980796 143828 212796 369333 160740 137629 135469 10600 362053 8992 14342
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=14946050 2 1 400 7 1 1 8390400 2 992 646 1 1
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=29
num_cat=14
split_feature=0 2 4 1 4 4 0 5 1 6 3 2 0 4 7 0 4 4 2 2 4 0 4 3 2 4 6 3
split_gain=73.8251 31.535 11.9634 7.38544 6.12013 2.55005 1.77837 1.52921 1.46711 1.32906 0.408173 0.433275 0.243725 0.18106 0.154854 0.143716 0.154281 0.0752097 0.0407527 0.0391383 0.0272634 0.0196566 0.0185993 0.0153784 0.0136264 0.0065669 0.00231159 0.000601784
threshold=0 1.5000000000000002 2.5000000000000004 1 6.5000000000000009 1.0000000180025095e-35 2 3 4 5 6 12.500000000000002 7 13.500000000000002 8 9 3.5000000000000004 6.5000000000000009 109.50000000000001 8.5000000000000018 3.5000000000000004 10 16.500000000000004 11 108.50000000000001 20.500000000000004 12 13
decision_type=9 2 2 9 2 2 9 1 9 1 1 2 9 2 1 9 2 2 2 2 2 9 2 1 2 2 1 1
left_child=14 3 5 4 20 6 10 13 9 -7 -3 -12 22 18 24 16 -9 -5 -4 -8 -2 -11 -6 -18 25 -1 27 -10
right_child=1 2 7 17 12 8 19 15 26 21 11 -13 -14 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.11450146082392686 -0.057104742434517623 0 0.064815478840895335 0.01395614664915611 0.010897045649134816 -0.027427243566364834 -0.007220859803434604 0 0.0022471577666287193 0.0021360844940045798 0.032748504722403392 0 0 0 0 -0.0028171516495830175 0 0 0 0 -0.0086373781837772012 0 0 0.0086707910226845233 0 0 0 0
leaf_weight=31.536690529450432 105.20819005986414 2.7265646512241775 19.14522058559124 1.5910492375642196 4.2658911379458004 30.627265497178087 5.5681734193694892 0.9167890197313685 0.098908614500032854 3.0796041796602367 12.937820844215823 0.58670762193105552 2.2082711483471931 0.10600693452397436 0.043048411778729867 4.2463829133030258 0.5166711693873367 0.26118015824431484 0.023760627547743662 0.73642278516854265 28.009753043350429 1.8466780883936724 0.081975954844892729 1.4094320871590751 0.0037844728940389363 0.001823624043025939 0.046198956230000476 0.13041891544344153
leaf_count=400074 5898721 79221 431528 45761 138902 1085824 236111 39703 2061 70995 321432 18577 79382 2930 630 178300 17725 7826 877 26231 1162891 50599 2840 47403 134 66 921 2867
internal_value=0 -0.0159107 0.0246166 -0.042901 -0.0475792 -0.00156946 0.01226 0.0578992 -0.0164524 -0.0222031 0.0208851 0.0251749 0.00394914 0.0643814 0.0983606 0 0.00503474 0.0130217 0.0647358 -0.00497742 -0.0522129 0 0.00823487 0.00962798 0.114482 0.114495 0.00239288 0.00254938
internal_weight=0 226.375 84.749 141.626 139.774 58.3848 22.5557 26.3643 35.8291 35.5535 16.2511 13.5245 6.55614 19.275 31.5853 7.08928 2.84289 1.85223 19.169 6.3046 133.218 4.92628 4.34787 1.9261 31.5423 31.5385 0.275526 0.229328
internal_count=10350532 9949628 2613305 7336323 7282736 1894839 681572 718466 1213267 1207418 419230 340009 221124 435335 400904 283131 104831 53587 432405 262342 7061612 121594 141742 65128 400274 400140 5849 4928
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=512 1 10750306 2 1 1 11 1522 1 1442 265252 46 1 196
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=13
split_feature=0 2 5 4 1 1 3 4 2 3 4 3 2 3 3 4 4 2 0 4 4 4 4 2 2 6 4 6 2 0
split_gain=67.1465 35.6421 14.3139 5.84228 5.0596 3.52508 3.28528 2.90299 2.28309 1.9467 0.601593 0.35362 0.287532 0.278519 0.17229 0.106184 0.0626594 0.0572529 0.0470338 0.0426966 0.0309136 0.0197477 0.0098372 0.00863118 0.00767642 0.0063171 0.00523123 0.0032021 0.00266714 3.13153e-05
threshold=0 1.0000000180025095e-35 1 5.5000000000000009 2 3 4 4.5000000000000009 5.5000000000000009 5 2.5000000000000004 6 15.500000000000002 7 8 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018 9 13.500000000000002 20.500000000000004 2.5000000000000004 12.500000000000002 13.500000000000002 14.500000000000002 10 16.500000000000004 11 6.5000000000000009 12
decision_type=9 2 1 2 9 9 1 2 2 1 2 1 2 1 1 2 2 2 9 2 2 2 2 2 2 1 2 1 2 9
left_child=1 5 6 4 8 7 21 9 -2 -1 15 29 20 19 -12 -4 -7 22 26 23 -8 -3 -16 -5 -15 28 -13 -10 -6 -9
right_child=3 2 10 13 25 16 12 11 27 -11 14 18 -14 24 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069297830373684711 -0.058266934494765804 -0.002314853123048799 0 0.011658338877763977 0.0056453202491436455 0.019745343223684986 0.10825587384278826 0 -0.00091376364047029827 -0.031652900347766931 0 0.016400030494180495 0 -0.0015136004575783506 0.015447304975090099 -0.0082561479197197085 0 0 0 0 0 0 0 0 0 0 0 0 0 -8.4327547204033436e-05
leaf_weight=9.6555736338959814 89.805238316761461 6.8526958737111254 1.3271083418967489 4.0322766798690282 0.29002107202177185 0.8988795897203079 63.632287931857718 0.34982552367364406 8.3502053162210341 36.080460720693736 2.2094387358356471 2.6459606701009766 1.3863330723725074 3.5070699664429408 4.6477126275785841 12.509304141753089 0.14669805708399508 0.17682204566335702 0.78132734899190781 0.17964986723200116 0.0092647766723520375 1.5961655424780472 0.029658867990292381 0.035160601966708671 0.019943899891586514 0.056236933502077591 0.01476518424169615 1.3557467578048079 0.023143062126109726 4.0370175253083289
leaf_count=86894 839605 106673 13978 63599 8212 26401 911120 5253 126391 358338 41627 82030 19805 36350 87838 94555 4247 2977 11711 1205 42 26359 469 1007 553 1503 89 27966 537 119694
internal_value=0 0.0481537 0.0808968 -0.0417574 -0.0507254 -0.00781503 0.0961737 -0.0186283 -0.0544455 -0.0273814 0 0.0057386 0.0970854 0.00324475 0.01062 -0.00647129 0.0191795 0.0114719 0.0104918 0.00848142 0.108235 0 0.0153486 0.0115431 0 0.00536917 0.0125155 0 0.00556466 0
internal_weight=0 148.987 94.3768 107.655 99.8806 54.6105 73.4767 53.5649 99.5112 45.736 20.9 7.8289 65.0279 7.7741 7.06363 13.8364 1.04558 4.85419 3.44205 4.24709 63.6416 8.44886 4.67737 4.06744 3.52701 0.369401 2.66073 9.70595 0.313164 4.38684
internal_count=3107028 2000100 1305443 1106928 1004214 694657 1063999 664009 993962 445232 241444 218777 930967 102714 132911 108533 30648 91284 93830 65811 911162 133032 88307 64606 36903 10252 82119 154357 8749 124947
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=14946050 2 1 1 7 384 228 992 646 8389378 1 1 512
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=25
num_cat=9
split_feature=1 0 3 4 4 5 2 7 2 3 0 0 2 2 2 4 6 2 4 4 4 4 2 4
split_gain=60.8096 46.0021 20.4253 7.43625 7.25507 4.18077 4.09519 3.68345 1.85246 1.12536 0.98998 0.577746 0.564124 0.207876 0.175019 0.14063 0.0765812 0.0735634 0.0581373 0.037502 0.0318516 0.0203104 0.0189244 0.0144147
threshold=0 1 2 4.5000000000000009 3.5000000000000004 3 4.5000000000000009 4 2.5000000000000004 5 6 7 15.500000000000002 4.5000000000000009 9.5000000000000018 13.500000000000002 8 13.500000000000002 13.500000000000002 5.5000000000000009 20.500000000000004 16.500000000000004 11.500000000000002 12.500000000000002
decision_type=9 9 1 2 2 1 2 1 2 1 9 9 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 2 5 6 8 12 -3 17 -4 13 -8 19 15 21 20 -1 -12 18 -2 -11 -6 -5 -10 -21
right_child=7 3 4 9 14 -7 10 -9 22 11 16 -13 -14 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.096988031271968506 0.14452273286792572 -0.052512593041660074 -0.02679065723668031 0.02184996158492811 0.031556862599060619 0 0.0089896844998915808 0 0.0021716441076302423 0 -0.014085094710836368 -0.011689072326230582 0 0 0 0 0 0 0 0.0043359916411928419 0 0 0 0
leaf_weight=26.85506702799649 1.4898756926249905 115.29524896315343 39.660128803762746 3.6478202762828009 13.326712631082041 5.6668970998962314 9.5454614774498605 1.9487922949701897 10.127729050238484 1.6714549537646233 10.737641557372628 10.95588799698635 0.19721164820657477 0.45041575559116598 0.24388683744837258 0.048877254937905401 0.77289724643742275 0.014795394603425049 0.011681020680043619 2.5869224213165585 0.043692502917111464 0.042059177603732567 2.2804699664320642 0.17404995449396654
leaf_count=340260 29900 1149242 453833 57515 268777 88688 140572 46962 127210 20193 128723 156504 2582 9098 3874 770 14128 224 147 36385 348 377 28218 3451
internal_value=0 -0.00609914 0.0379506 -0.0372088 0 0.0758979 -0.0465011 0.136066 -0.0195831 0.00296929 0 -0.00431298 0.096139 0.0155403 0.0306894 0.0968188 -0.0106985 0.144317 0.144432 0.00127696 0.0314243 0.0216978 0 0.00378166
internal_weight=0 254.331 98.4507 155.88 65.6826 32.7681 136.351 3.46514 52.0683 19.5286 21.056 15.3883 27.1012 4.1403 13.6143 26.9039 11.5105 1.51635 1.50156 4.43243 13.3704 3.68988 12.4082 2.76097
internal_count=3107981 3030748 1314560 1716188 882260 432300 1432665 77233 609261 283523 283423 216533 343612 66990 272999 341030 142851 30271 30047 60029 269125 57892 155428 39836
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1 14681856 896 2 1 578 264244 786528 1
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=29
num_cat=10
split_feature=1 0 2 5 4 7 6 3 3 5 2 4 0 2 4 4 4 2 4 2 4 3 2 4 2 4 4 2
split_gain=58.6032 42.0878 19.0145 10.3647 7.81639 3.59574 2.99193 2.20887 0.964018 0.699954 0.429453 0.407587 0.366021 0.260329 0.217751 0.212382 0.143386 0.0761412 0.0692172 0.0593151 0.0552525 0.0407303 0.0257889 0.0225572 0.0221628 0.0199447 0.0173005 0.00969712
threshold=0 1 1.0000000180025095e-35 2 4.5000000000000009 3 4 5 6 7 6.5000000000000009 3.5000000000000004 8 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 11.500000000000002 13.500000000000002 8.5000000000000018 109.50000000000001 13.500000000000002 9 4.5000000000000009 20.500000000000004 13.500000000000002 16.500000000000004 1.0000000180025095e-35 8.5000000000000018
decision_type=9 9 2 1 2 1 1 1 1 1 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 2 7 19 6 17 -3 9 13 12 16 15 18 25 -9 -5 -10 20 -1 23 -2 -13 -8 -4 -24 -6 -11 -23
right_child=5 4 3 11 8 -7 22 14 10 26 -12 21 -14 -15 -16 -17 -18 -19 -20 -21 -22 27 24 -25 -26 -27 -28 -29
leaf_value=0.020998378766929615 0.14272913929781061 -0.054851099773336333 0.069960826249417851 0 0.019928312731102859 0 -0.0013757812059876737 -0.026004560654144238 -0.013126413843121099 0 0 0 0 0 0 -0.012079907224790479 0 0 0 0 0 0.0052717394640315529 0.0035808317327469886 0 0 0 -0.0022664518250596669 0
leaf_weight=8.0167101742972555 1.7225497616545897 100.67394431985667 62.958966682261234 1.0766254684112961 5.8545638414852874 1.9495606736236368 7.5158975590420578 24.056274885494535 10.288058139040002 0.27343861767439825 0.50002535284329575 0.77678680863209593 2.7392545960519792 0.63543076686983102 4.079825728567811 10.945922677827182 0.44839862454500767 0.015587387109917583 0.15103610223741348 0.031433724660017925 0.011299540501568006 3.2471835886317417 1.8590879036510162 0.011945567763176679 0.36479295175195137 0.045696460712861042 3.7651552838506177 0.092220329510382615
leaf_count=103067 30858 1055042 774887 11613 101379 47222 86944 269260 131905 3096 12316 20575 25885 13600 122128 91199 8677 279 4398 834 224 86497 37210 348 7317 496 56477 2069
internal_value=0 -0.00478587 0.0312959 0.0566718 -0.0399493 0.134428 -0.0508613 -0.0110606 0.00256888 0.0055579 -0.00436571 -0.000301748 0.0148936 0.0138905 -0.0207483 -0.00957317 -0.0116279 0.142524 0.0162595 0.0698815 0.142643 0.00259017 0 0.069939 0.0024082 0.0197757 -0.000113756 0.00383134
internal_weight=0 250.409 122.223 79.1411 128.186 3.699 110.414 43.0817 17.7722 14.9456 11.2365 16.1387 10.907 6.53569 28.1361 12.0225 10.7365 1.74944 8.16775 63.0023 1.73385 4.11619 9.73978 62.9709 2.22388 5.90026 4.03859 3.3394
internal_count=3105802 3027219 1572333 988022 1454886 78583 1186513 584311 268373 192923 152898 211953 133350 115475 391388 102812 140582 31361 107465 776069 31082 109141 131471 775235 44527 101875 59573 88566
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1 14683904 2 1 1 400 834 2 8390400 526
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=26
num_cat=11
split_feature=1 0 3 2 4 3 7 5 4 2 6 2 4 2 0 4 4 2 4 3 2 0 4 4 3
split_gain=57.0446 36.2592 18.1997 10.5599 6.2897 3.9456 3.49986 3.24058 3.19018 1.45725 1.15556 0.512296 0.329205 0.139473 0.135196 0.131868 0.108784 0.0725343 0.0529468 0.0155865 0.0144687 0.0120427 0.0214721 0.0110143 0.005573
threshold=0 1 2 1.5000000000000002 3.5000000000000004 3 4 5 7.5000000000000009 5.5000000000000009 6 15.500000000000002 8.5000000000000018 9.5000000000000018 7 8.5000000000000018 13.500000000000002 13.500000000000002 13.500000000000002 8 11.500000000000002 9 1.5000000000000002 20.500000000000004 10
decision_type=9 9 1 2 2 1 1 1 2 2 1 2 2 2 9 2 2 2 2 1 2 9 2 2 1
left_child=1 2 7 8 9 14 17 11 -3 -4 12 16 -7 19 15 -5 -1 18 -2 -6 24 22 -12 -21 -11
right_child=6 3 4 5 13 10 -8 -9 -10 20 21 -13 -14 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.089790694632153653 0.14072396927910111 -0.053222950363221749 -0.025977282666434072 0.024739449920420199 0 -0.024695170968036709 0 0 0 0 0 0 0 0 0 0 0 0 0 0.031434646110261248 0 0 0.0034112352047240991 0 0.0021571328584678562
leaf_weight=27.43008937482228 1.9867736556916491 91.85084846153859 40.24489544842254 22.107580776902982 2.0685141326084704 29.755641414696587 1.9505499643328224 5.5343685929619815 2.5812467209016168 0.23489731169502104 1.3665448708125043 0.19821360489549888 0.36000667881125892 0.22760005413874829 5.7632359287290482 0.24024658725465897 0.041846998277832337 0.015148544711337197 0.011046796058508224 10.32368913246318 2.2181082089537085 1.4371801562592725 1.9112938687594576 0.01515296232901242 3.0706300095425836
leaf_count=297185 30858 965302 488672 305620 44608 369417 47224 86831 43833 3320 21180 2671 8463 3594 77195 4452 746 277 222 193680 26865 23559 28182 401 33433
internal_value=0 -0.00429914 0.0360044 -0.0316043 -0.00143037 0 0.132602 0.0707501 -0.0501751 -0.0208157 -0.0158118 0.0890006 -0.0234827 0.0266547 0.0174531 0.0202908 0.0896525 0.140527 0.140641 0.0273345 0 0 0.00166813 0.0251505 0.00208428
internal_weight=0 248.982 91.608 157.374 58.4035 62.9417 3.96352 33.2045 94.4321 45.7685 34.8307 27.6701 30.1156 12.635 28.1111 22.3478 27.4719 2.01297 1.99782 12.4074 5.52364 4.71502 3.27784 10.3388 3.30553
internal_count=3107790 3029209 1182006 1847203 794573 838068 78581 387433 1009135 552290 450801 300602 377880 242283 387267 310072 297931 31357 31080 238689 63618 72921 49362 194081 36753
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1 12584704 896 848 1 2 1 2361562 6 2361440 3
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=11
split_feature=1 0 3 5 4 4 7 2 6 2 6 4 3 2 2 4 4 2 2 0 4 3 2 2 4 4 3 2 2 2
split_gain=54.8778 33.1926 16.9347 8.96476 5.32867 4.38489 3.38681 2.22961 1.63659 1.08856 1.06085 0.359459 0.269622 0.172159 0.171395 0.150611 0.192651 0.105524 0.080967 0.0802889 0.0504884 0.0393242 0.0309812 0.0244667 0.0187783 0.0128314 0.0117291 0.00921529 0.00606975 2.14605e-05
threshold=0 1 2 3 5.5000000000000009 3.5000000000000004 4 4.5000000000000009 5 1.0000000180025095e-35 6 8.5000000000000018 7 9.5000000000000018 13.500000000000002 5.5000000000000009 1.0000000180025095e-35 12.500000000000002 13.500000000000002 8 13.500000000000002 9 1.5000000000000002 109.50000000000001 8.5000000000000018 16.500000000000004 10 13.500000000000002 10.500000000000002 4.5000000000000009
decision_type=9 9 1 1 2 2 1 2 1 2 1 2 1 2 2 2 2 2 2 9 2 1 2 2 2 2 1 2 2 2
left_child=1 2 3 11 10 7 18 8 -4 26 -3 23 25 19 21 16 -5 -18 20 -11 -2 -9 -12 -1 -14 27 -7 -6 29 -24
right_child=6 4 5 15 12 9 -8 14 -10 13 22 -13 24 -15 -16 -17 17 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.068993366515402596 0.13848589991389287 -0.050000258615944808 -0.032007910335745425 0 0.010835231676818513 0 0 0 0 0.023672996311652872 -0.0030174459797139251 0 -0.0023571764078507622 0 0 0 -0.011025721150516223 0 0 0 0 0.0069310894172726692 0 0 0 0 -0.0016194257119016356 0 0 0.0013892265513272119
leaf_weight=55.798866238761548 2.2869297679353622 89.99751429897151 43.534474361132197 0.83674037683158431 4.2849987884364964 1.3118540267205379 1.9501518648703493 0.60942312569022605 3.8209725378928843 6.0888609317844384 4.0266642008973559 0.93944695223944918 3.7965339826660038 0.30480374731269044 1.9651872175800233 1.2361533444800432 8.2130244345680659 0.51556630057530206 0.017297522756052675 2.1305276454168016 0.010774763957669964 5.8234227025131986 2.9804762101121014 0.01318623494989779 0.83023950746792241 0.057411311669056775 4.7241173023794545 0.040596227681817143 0.56146241671558517 1.5614778723684137
leaf_count=627651 30858 993726 528112 10174 84756 27451 47405 9597 45122 99487 37584 14694 56682 4720 24878 37049 99409 4962 295 33557 275 66370 51343 397 14531 1557 108140 1215 12934 34182
internal_value=0 -0.00326674 0.0253691 0.0515476 -0.0385719 -0.0066337 0.130554 -0.0207068 -0.0276104 0.0166941 -0.0473403 0.0682902 0.00253767 0.0245952 0.00156604 -0.00196515 -0.0064845 -0.00962814 0.138279 0.0255889 0.138406 0.00704477 0 0.0689674 0 0.00814917 0 0.0107041 0 0.0013256
internal_weight=0 246.004 137.867 67.553 108.137 70.3136 4.26515 55.7535 47.3554 14.5602 99.1276 56.7515 9.00978 8.52419 8.39803 10.8015 9.56533 8.72859 2.315 8.21939 2.2977 6.43285 9.13008 55.8121 4.62677 4.38301 6.03597 4.3256 5.10342 4.54195
internal_count=3109113 3030280 1741770 794336 1288510 947434 78833 674079 573234 273355 1129769 642742 158741 137764 100845 151594 114545 104371 31428 133044 31133 75967 136043 628048 71213 87528 135591 85971 98459 85525
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1 31723265 912 2 1 1 1 738 2098944 3 9
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=32
num_cat=10
split_feature=1 0 4 0 2 6 7 0 2 0 3 4 3 4 2 2 4 2 2 2 4 4 3 2 4 4 4 2 2 4 2
split_gain=52.988 30.9771 16.0326 6.28512 5.51307 5.36539 3.26699 2.15264 0.933632 0.579731 0.516148 0.281495 0.25666 0.240242 0.219682 0.205976 0.187839 0.0935281 0.0902369 0.0835982 0.0506922 0.046076 0.0298149 0.0293523 0.0234214 0.0195923 0.0126454 0.029115 0.00775231 0.00367224 0.00133825
threshold=0 1 3.5000000000000004 2 1.0000000180025095e-35 3 4 5 1.0000000180025095e-35 6 7 10.500000000000002 8 13.500000000000002 6.5000000000000009 15.500000000000002 4.5000000000000009 13.500000000000002 8.5000000000000018 13.500000000000002 13.500000000000002 6.5000000000000009 9 4.5000000000000009 5.5000000000000009 12.500000000000002 4.5000000000000009 3.5000000000000004 108.50000000000001 20.500000000000004 109.50000000000001
decision_type=9 9 2 9 2 1 1 9 2 9 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 4 5 8 12 7 19 23 21 17 26 14 24 15 -12 -10 -14 -7 22 20 -2 -4 -11 -3 -1 -23 -5 -28 29 -6 -25
right_child=6 2 3 10 28 9 -8 -9 13 18 11 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 25 -24 30 -26 -27 27 -29 -30 -31 -32
leaf_value=0.0084968701129114286 0.13600328660842156 0 0 0 0.072535761129640872 0.014739338892260496 0 -0.045231157429682076 0.045496539581558706 0 -0.022919245963725729 0 -0.008505978379959039 0 0 0 0 0 0 0 0 0.0044924285679935538 -0.0060728627667798437 0.0030499195320647528 0 0 0.0035665878351189085 0 0 0 0
leaf_weight=4.1020305593701778 2.6265387118000945 12.829024725733687 8.9654845423920069 2.6405836079866276 25.058468042787361 5.7328527213812777 1.9504656346816771 118.84374065196425 19.484786023011118 0.46456273054900521 14.109007031374857 0.3635350386102808 10.439143080064238 0.22002248846001649 0.57081802335778853 0.1857247447132967 0.63440363543304634 0.30631508847909561 1.1286580658361334 0.018320998169656266 0.011097233116743044 2.5381652826417844 8.973642583227047 2.9934582490604966 0.13577473013719998 0.23294253452695546 2.8290158118961704 0.52143507314394799 0.0039222649174907023 0.0018576687889425561 0.021857247877051011
leaf_count=46695 30858 145071 182380 32388 168177 73681 47446 1360443 307522 6257 172974 6626 180161 5767 10928 4739 10528 4616 22137 347 287 69533 120847 27971 1763 8049 51468 9848 126 67 168
internal_value=0 -0.0026771 -0.0208903 0.0161333 0.0505364 -0.0371215 0.12828 -0.0429249 0.032629 0.000843339 -0.0115265 -0.0164304 0 0.0443132 -0.0216659 0.0449525 -0.00406118 0.0107744 -0.00309968 0.135791 0.135923 0 -0.00618357 0 0.00624312 0.00374966 0 0.00194722 0.0725177 0.0725299 0.0029817
internal_weight=0 244.331 203.956 52.6615 40.3756 151.294 4.60642 134.688 31.6271 16.606 21.0344 15.0434 15.3114 19.8905 14.6798 19.6705 11.0735 6.03917 10.5669 2.65596 2.63764 11.7366 9.43821 15.8443 4.23781 2.77111 5.99103 3.35045 25.0642 25.0603 3.01532
internal_count=3109868 3030930 2623413 862222 407517 1761191 78938 1533653 577990 227538 284232 190528 239147 318028 183902 312261 190689 78297 149241 31492 31145 259962 127104 173210 48458 77582 93704 61316 168370 168244 28139
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1 4194816 11273648 1 1 2048 10748932 610 896 512
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=10
split_feature=1 3 5 0 2 4 7 6 0 4 4 2 0 4 4 2 4 2 2 4 0 2 4 0 2 4 4 4 2 4
split_gain=50.6462 29.6504 13.9473 7.28465 6.98685 4.71396 3.13434 2.92732 1.87134 1.35514 1.21326 0.962406 0.407671 0.366145 0.349308 0.253277 0.128938 0.125464 0.0708525 0.0491455 0.0483784 0.0258889 0.0243182 0.0228873 0.00569541 0.00392234 0.00351671 0.00604065 0.00332908 0.000288165
threshold=0 1 2 3 5.5000000000000009 3.5000000000000004 4 5 6 5.5000000000000009 1.5000000000000002 15.500000000000002 7 1.0000000180025095e-35 8.5000000000000018 4.5000000000000009 13.500000000000002 1.5000000000000002 13.500000000000002 13.500000000000002 8 109.50000000000001 9.5000000000000018 9 4.5000000000000009 12.500000000000002 10.500000000000002 5.5000000000000009 5.5000000000000009 20.500000000000004
decision_type=9 1 1 9 2 2 1 1 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2
left_child=1 2 3 11 5 7 18 -3 21 13 17 16 14 -4 -12 -15 -1 20 19 -2 -5 22 -6 24 25 -11 27 -7 -14 -28
right_child=6 4 9 10 8 26 -8 -9 -10 23 12 -13 28 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.073970681735412741 0.13326790806635946 -0.054494256396895958 0 0 0.025767340638877274 0 0 0 -0.0068524146726964778 0.0036315247417431219 0.01995375560211167 0 -0.00098463384254442263 -0.026621467192956945 0 0 0 0 0 0 -0.0084796448537694368 0 0 0 0 0 0.00032493121071702958 -0.001591184174193874 0 0
leaf_weight=41.273594815042088 3.0090887774822477 79.86971044429356 1.3920278111891153 1.346911024851579 6.5750799063025624 14.828179711732451 1.9497518339558153 4.3775662493771952 7.2366319933134928 1.8435322436143904 22.518932653227242 0.4809544720537805 4.3380114025312677 17.697382249000842 0.83910263860161549 4.019066982824369 0.063704400501591318 12.578106618557284 0.015974890051438595 0.011069539155869168 10.261762841131713 0.044930317804755648 0.041929757624529773 0.77623491896338181 0.084417072417636407 0.054385937073675339 0.89955550360536918 7.5979040028469162 0.45422632091322146 0.066064489581549424
leaf_count=435448 30858 935337 16195 22838 83790 195728 47467 51968 93303 52546 323964 5553 56893 204796 16132 44022 1277 165840 352 293 124900 883 736 17830 2361 1782 24462 135465 10570 2403
internal_value=0 -0.0016841 0.0281018 0.0457788 -0.0325265 -0.0426066 0.125804 -0.0509864 0.00706335 -0.0158728 0.00179775 0.0637717 0.0134961 -0.0228005 0.0152157 -0.0245897 0.0738153 -0.00588336 0.133077 0.13319 -0.00867357 0.0200111 0.0256233 0.000736724 0.00242387 0.00345483 0 -0.000814574 0 0.000110884
internal_weight=0 241.56 120.022 94.1553 121.538 107.639 4.98589 84.2473 13.8986 25.867 52.3371 41.8183 28.1503 23.1085 23.358 21.7164 41.3373 24.1868 3.03613 3.02016 11.6087 6.66194 6.61701 2.75857 1.98234 1.89792 23.3917 22.4261 4.79224 0.96562
internal_count=3105992 3027022 1502947 1163415 1524075 1345363 78970 987305 178712 339532 721137 442278 407559 265013 340096 248818 436725 313578 31503 31151 147738 85409 84526 74519 56689 54328 358058 331193 67463 26865
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1 960 2 8652368 1 1 9177904 6293898 2097152 928
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=29
num_cat=12
split_feature=1 0 2 4 5 7 6 4 3 3 2 3 3 3 2 4 0 4 2 2 4 2 2 2 4 4 4 3
split_gain=48.7024 26.6068 12.0835 6.35728 5.85255 2.99736 2.22877 1.51441 1.14575 0.831098 0.358863 0.331042 0.307768 0.282491 0.268102 0.127289 0.106334 0.0843823 0.0681057 0.0535867 0.0477324 0.0395519 0.0207993 0.0204632 0.0185284 0.016457 0.0145893 0.00054794
threshold=0 1 1.0000000180025095e-35 4.5000000000000009 2 3 4 4.5000000000000009 5 6 6.5000000000000009 7 8 9 4.5000000000000009 11.500000000000002 10 8.5000000000000018 13.500000000000002 13.500000000000002 13.500000000000002 109.50000000000001 4.5000000000000009 13.500000000000002 16.500000000000004 3.5000000000000004 20.500000000000004 11
decision_type=9 9 2 2 1 1 1 2 1 1 2 1 1 1 2 2 9 2 2 2 2 2 2 2 2 2 2 1
left_child=1 2 7 6 13 18 -3 8 27 14 15 17 16 -4 24 -11 19 -9 20 -6 -2 26 -8 -24 -5 -14 -15 -1
right_child=5 3 4 9 12 -7 22 11 -10 10 -12 -13 25 21 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.00035351466292741552 0.13027592087375114 -0.047728621281182285 0 0.019340136548158568 0.0087797019503623504 0 -0.001295457579949889 0.014047674382180651 -0.021976954873825439 -0.011787273960202403 0 0 -0.009679599969068628 0.057295922594913909 0 0 0 0 0 0 0 0 0.0033088033158935105 0 0 0 0 0
leaf_weight=3.8447906215260446 3.4379258510743966 82.869444848831336 6.2495303882151365 6.0312491040585883 3.0943160486176571 1.9504422395511936 7.4853472285631124 2.4424835274094217 25.364245342075264 9.6764751176815462 0.50187656441630757 4.3901459936987521 7.6435276446718472 67.263232166100352 0.67960501013476449 0.44773357120175283 1.2938485717568236 0.29188060586784548 0.01585034201707447 0.31102572029885767 0.011097763781435677 0.026850424203074819 1.94296457649034 0.37219552916030796 0.043855633624843793 3.0554331812891178 0.009897885229292025 5.1685807734720566
leaf_count=38877 30858 969085 95021 115315 47823 47444 97265 64133 320674 127375 11981 129148 71993 703955 13774 10641 15600 8664 333 2749 287 823 40978 9655 1532 78514 354 50494
internal_value=0 -0.00129925 0.0249568 -0.0326912 0.0437525 0.123066 -0.0437531 -0.00909581 -0.0176753 0.00341608 -0.00321262 0.00505116 0 0.052575 0.0133569 -0.0102794 0.00290982 0.00998148 0.13009 0.00597748 0.1302 0.0519023 0 0.00211889 0.0191951 -0.00729657 0.0572799 0
internal_weight=0 240.501 130.45 110.051 88.9477 5.41532 92.67 41.5021 34.3776 17.3808 10.6261 7.12451 15.3982 73.5495 6.75471 10.1242 4.69919 2.73436 3.46487 3.40534 3.44902 67.3 9.80051 2.31516 6.0751 10.699 67.2731 9.01337
internal_count=3105345 3026423 1628822 1397601 1016832 78922 1116983 611990 410045 280618 149997 201945 216679 800153 130621 138016 66172 72797 31478 50572 31145 705132 147898 50633 116847 150507 704309 89371
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=1 31461120 2 1 1 384 834 793 289 7 8390400 256
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=29
num_cat=11
split_feature=1 0 4 0 2 3 7 2 3 0 3 2 0 2 4 2 2 4 6 2 2 3 4 4 4 2 4 4
split_gain=46.8151 24.2733 12.9644 5.33373 4.92583 4.92519 2.84637 0.901352 0.684175 0.747415 0.632763 0.607032 0.576307 0.472407 0.228188 0.200943 0.167822 0.129313 0.0965056 0.0656103 0.0525861 0.130491 0.0532578 0.0459722 0.0322701 0.00257016 5.2718e-05 7.21803e-05
threshold=0 1 3.5000000000000004 2 2.5000000000000004 3 4 1.0000000180025095e-35 5 6 7 15.500000000000002 8 5.5000000000000009 13.500000000000002 15.500000000000002 7.5000000000000009 6.5000000000000009 9 13.500000000000002 5.5000000000000009 10 4.5000000000000009 13.500000000000002 12.500000000000002 8.5000000000000018 4.5000000000000009 16.500000000000004
decision_type=9 9 2 9 2 1 1 2 1 9 1 2 9 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2
left_child=1 5 4 7 18 11 19 17 12 16 26 -1 13 -6 15 -9 -10 -4 -3 23 21 -7 -23 -2 -19 -14 -5 -28
right_child=6 2 3 10 8 20 -8 14 9 -11 -12 -13 25 -15 -16 -17 -18 24 -20 -21 -22 22 -24 -25 -26 -27 27 -29
leaf_value=0.070551705909838267 0.12702869724799806 -0.045912877070776785 -0.0021847915261537661 0 0.018591807584283127 0 0 0.039944667174139657 0 -0.01536148757530828 -0.017270985483883779 0 -0.0015103863638916382 0 0 0 0.0072863583179212758 0.0065888322025492024 0 0 0 -0.0083423051821593566 0 0 0 0 0.0001977574360990165 0
leaf_weight=26.871189371171571 3.916126938747766 86.475337716397007 9.8708386015950946 1.5308161799039228 10.47419178627206 4.4896107710319484 1.9497330510857862 22.876809343897555 4.1849330449367699 17.89249634001499 14.393848315627112 0.32073522339851379 4.5211934678081915 6.8990016409534283 0.24430702768222445 0.21136749834840785 1.6907884433076104 2.8363751846591181 8.8948519731438846 0.015815176240721374 1.1344314900798043 10.366507286466003 0.68974564906784586 0.011070552682212909 0.25324508221819986 0.91212604785869178 1.9367439602556258 0.022110270732809911
leaf_count=202605 30858 1068583 192500 19113 110356 42930 47467 349906 44892 224084 186522 3452 58899 85653 6446 5431 22019 76808 108858 352 8934 141373 8523 293 8720 14121 35567 793
internal_value=0 -0.00111427 -0.0182656 0.0140429 -0.0337026 0.0442585 0.120098 0.0284495 0 -0.00904727 -0.0118932 0.0592375 0.00508205 0.0115479 0.0387489 0.0393875 0.00027 0 -0.0441671 0.126849 0 -0.0033979 -0.00598815 0.126955 0.00577305 -0.00095428 0 0.000128435
internal_weight=0 239.994 196.121 54.1765 141.945 43.8722 5.89275 36.2929 46.5747 23.7682 17.8835 27.1919 22.8065 17.3732 23.3325 23.0882 5.87572 12.9605 95.3702 3.94301 16.6803 15.5459 11.0563 3.9272 3.08962 5.43332 3.48967 1.95885
internal_count=3106058 3027088 2619271 881806 1737465 407817 78970 639811 560024 290995 241995 206057 269029 196009 361783 355337 66911 278028 1177441 31503 201760 192826 149896 31151 85528 73020 55473 36360
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1 4194816 11273712 936 1 912 264224 578 10489158 1 64
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=26
num_cat=8
split_feature=1 3 0 2 5 4 2 7 6 0 4 2 2 4 4 0 2 4 4 2 4 4 4 4 4
split_gain=44.5641 23.1451 11.3927 6.2276 4.60718 3.92346 2.79901 2.68894 2.57972 1.68873 0.839968 0.719738 0.599066 0.414971 0.0944205 0.0812213 0.0627481 0.0444393 0.0247479 0.0245543 0.00593355 0.00864171 0.00146252 0.00707864 0.00018475
threshold=0 1 2 5.5000000000000009 3 3.5000000000000004 1.5000000000000002 4 5 6 7.5000000000000009 15.500000000000002 10.500000000000002 6.5000000000000009 13.500000000000002 7 13.500000000000002 13.500000000000002 9.5000000000000018 109.50000000000001 10.500000000000002 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 20.500000000000004
decision_type=9 1 9 2 1 2 2 1 1 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 11 8 10 16 -3 18 -4 14 13 15 -1 -8 17 -2 19 -5 21 -7 23 -6 -22
right_child=7 3 6 9 22 20 12 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.064996172776159392 0.12353347538804167 -0.051068322893409158 -0.020055537109237027 0.024628512057975321 0 0 0.017440196705447643 0 0 -0.0062192698590624092 0 0 0 0 0 0 0 0 0 0 0.00024659068699104146 -0.0019649490907861829 0 -0.0015724551935748163 0
leaf_weight=41.512796326402167 4.4463620466631246 72.177655919673271 37.545603041824506 6.9092277770414512 0.68377627191148249 14.816015906377293 26.414906979442094 1.9491916611514168 4.4867050246612044 6.9177311535240715 1.8673060039363907 0.42279632254576327 3.0056291099299406 2.0821611684204973 0.054882169431947569 5.6160329194299257 0.01572105066225038 0.011123052241600706 0.045190403045125893 0.044533460326419916 0.92369867079651058 7.7412166208723638 0.79897671410253668 4.5430313621382084 0.066159559813968372
leaf_count=382126 30858 927999 536206 84213 9040 195447 323712 47481 51541 87839 48503 6381 37277 33737 867 74280 354 295 753 852 20233 134049 16205 53375 1808
internal_value=0 -0.000629623 0.0245773 -0.0292829 0.0499645 -0.0393327 -0.000459437 0.116897 -0.0475018 0.00701903 -0.0164437 0.0639013 0.0117383 0.0154171 0.0648696 0.0176795 0.123359 0.123461 0.0191504 0.0244783 0 -0.00106224 0 -0.000644339 3.25706e-05
internal_weight=0 238.676 124.548 114.128 48.0163 100.211 76.5316 6.4224 76.6644 13.9167 39.4129 41.9905 37.1187 34.1131 41.5677 32.0309 4.47321 4.45749 6.99895 6.95376 23.5471 22.5572 6.02578 5.22681 0.989858
internal_count=3105431 3026443 1521709 1504734 467994 1331077 1053715 78988 979540 173657 584709 389374 469006 431729 382993 397992 31507 31153 85818 85065 351537 329496 78620 62415 22041
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1 960 12846608 2 1 1 9177904 2099658
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=30
num_cat=10
split_feature=1 0 5 3 4 7 6 3 4 4 2 4 4 0 3 4 4 2 4 2 3 2 2 4 2 2 2 2 4
split_gain=42.3074 20.4275 8.75461 5.81255 5.45455 2.53001 1.75973 1.29572 0.843011 0.559655 0.589486 0.425687 0.403806 0.36261 0.240398 0.141781 0.0697217 0.0615782 0.0417858 0.034514 0.0325519 0.0299733 0.0294513 0.0277731 0.0168109 0.0119694 0.0155583 0.00226578 0.00173481
threshold=0 1 2 3 5.5000000000000009 4 5 6 8.5000000000000018 3.5000000000000004 4.5000000000000009 11.500000000000002 1.0000000180025095e-35 7 8 2.5000000000000004 3.5000000000000004 13.500000000000002 13.500000000000002 1.0000000180025095e-35 9 3.5000000000000004 109.50000000000001 16.500000000000004 15.500000000000002 4.5000000000000009 13.500000000000002 8.5000000000000018 11.500000000000002
decision_type=9 9 1 1 2 1 1 1 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 17 14 16 22 10 -1 12 -9 20 15 -3 -4 18 -2 -11 -6 -21 -5 24 -22 -8 -27 28 -18
right_child=5 4 7 8 13 -7 25 11 -10 19 -12 -13 -14 -15 -16 -17 27 -19 -20 21 23 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=-0.01658817215556414 0.11980376578917513 -0.0047374249423775914 0 0.046525648988996797 0 0 -0.0013016430255366521 0 0 0 0 0 -0.025665160659627224 0 -0.043451937194985885 0.0039714717585556782 0.0067378637872942543 0 0 0.0046032776123813308 0.016140155776139874 0 0 0 0 0.0025549295182587827 0 0 0
leaf_weight=15.556012317175378 5.0307519800844593 8.8398196744610669 2.5599009575162204 86.012758259234943 0.72538227750919759 1.9498177838177069 8.5008202632088778 1.3495671043610951 1.5590754684781121 1.8025534176940703 2.0664730752177993 0.078300719047546319 21.119191123203564 2.3907546832997451 67.870602111141125 4.624745964554676 0.91683360622118915 0.016093577065475873 0.010910159511695272 1.5476147265089819 7.0239441426583653 0.36732384843708121 0.025687435456346885 0.081112035650221403 0.048432167450300656 2.1777541675310199 0.40087891113216745 0.01644532765931217 0.012494894406700041
leaf_count=227734 30858 109250 27283 885651 11240 47484 114205 17546 22941 40421 31609 2252 331033 25958 856026 67529 23241 355 294 20929 147657 4033 760 2565 1482 44181 10166 459 369
internal_value=0 -0.000258076 0.0217132 0.0345835 -0.0292161 0.113467 -0.0387345 -0.0125837 0.0418431 -0.00381697 -0.0118086 -0.0184625 -0.0237654 0.0067792 -0.0425173 0 0.00343454 0.119634 0.119735 0.000837081 0.0106953 0.00339921 0.0464932 0.0123982 0.0159884 0 0.00129295 0.00663804 0.00669474
internal_weight=0 237.674 134.99 108.937 102.684 7.00757 92.4146 26.0527 87.5975 21.34 17.6225 22.5471 22.4688 10.2696 81.3352 13.4646 3.50567 5.05776 5.04166 3.71749 7.87887 1.91494 86.0384 7.15349 7.07238 11.0795 2.57863 0.945774 0.929329
internal_count=3105511 3026520 1636261 1234078 1390259 78991 1201357 402183 909352 324726 259343 350831 348579 188902 1032805 176779 51352 31507 31152 65383 162944 24962 886411 151704 149139 168552 54347 24069 23610
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1 31461120 2 15 1 1 257 786682 576 5
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=29
num_cat=13
split_feature=1 2 0 4 4 5 7 3 0 2 6 3 0 0 2 3 4 3 4 2 2 4 4 2 4 3 4 2
split_gain=40.4009 18.6367 11.8073 4.05168 3.1382 2.67923 2.36208 1.2452 1.1775 1.16047 1.04272 0.952256 0.49682 0.400181 0.459327 0.327289 0.225635 0.162139 0.119559 0.0917714 0.0617106 0.050073 0.0406923 0.0164456 0.00830866 0.00599143 0.010192 0.00196045
threshold=0 1.0000000180025095e-35 1 4.5000000000000009 3.5000000000000004 2 3 4 5 7.5000000000000009 6 7 8 9 1.5000000000000002 10 11.500000000000002 11 13.500000000000002 15.500000000000002 13.500000000000002 11.500000000000002 13.500000000000002 108.50000000000001 20.500000000000004 12 3.5000000000000004 15.500000000000002
decision_type=9 2 9 2 2 1 1 1 9 2 1 1 9 9 2 1 2 1 2 2 2 2 2 2 2 1 2 2
left_child=1 3 5 10 7 23 20 13 18 -9 11 -1 15 14 -4 -5 -14 -10 19 -6 22 -17 -2 24 -3 -7 -27 -11
right_child=6 2 4 12 8 25 -8 9 17 27 -12 -13 16 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0 0.11585937036929317 0.053954157582119626 0 0 0.023955888867614062 0 0 -0.02941740444612416 0 0.00075122542510918245 0 -0.04402470290152969 -0.0092459663922851518 -0.004971868381697768 0.013074044778228482 0.018108943260375179 0 -0.0060673603044201913 0 0 0 0 0 0 0 -0.0023032621202556326 0 0
leaf_weight=6.0476729928432178 5.6707319112902033 47.290069105152725 4.9473408002977548 1.7934726913044867 20.016374585195088 1.5427533377487632 1.9490940483647134 29.503192299894181 2.7967020300038712 4.7388054503753656 4.797748880202561 56.468791915581278 6.3618482721940364 16.824129044431174 15.102151900735405 5.5602005783875939 0.40810608566425788 6.8417130418492906 0.23036607961512245 0.17275098361642349 0.016886071422049898 0.12840331997176679 0.011123594991658936 0.012008639605482041 0.0060645706362255627 3.7778641600052643 0.73841844663547807 2.013356955447307
leaf_count=61024 30858 429679 69225 48878 284526 20170 47491 406348 43501 54619 54619 740685 101184 201886 169913 133565 12751 93392 6000 4235 360 3804 302 383 215 46444 14787 24445
internal_value=0 -0.000424289 0.0179202 -0.0336737 -0.00292836 0.0435098 0.109836 -0.0146737 0.0132202 -0.0213188 -0.0414287 -0.0437955 0 0 0.00657648 0.0095144 -0.00378474 -0.00128718 0.0191639 0.0235292 0.11569 0.0138134 0.115792 0.0539182 0.0539421 0 -0.00116013 0
internal_weight=0 238.12 156.554 81.5662 103.187 53.3672 7.64784 73.129 30.0579 36.2554 67.3142 62.5165 14.252 36.8736 20.0495 7.48208 6.76995 9.63842 20.4195 20.1891 5.69874 5.6886 5.68186 47.3081 47.2961 6.05904 4.51628 6.75216
internal_count=3105289 3026278 1869768 1156510 1358090 511678 79011 926436 431654 485412 856328 801709 300182 441024 239138 186247 113935 136893 294761 288761 31520 137369 31160 430277 429894 81401 61231 79064
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 10486288 2 1 912 4982248 1 256 8389584 3142 38 608 288
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=27
num_cat=9
split_feature=1 3 0 0 5 4 2 2 7 2 4 4 2 2 4 6 3 4 2 0 4 2 4 2 4 4
split_gain=38.2896 17.3487 8.5464 6.09868 3.22563 2.79436 2.49372 2.21214 2.19738 1.25405 0.920778 0.76774 0.615007 0.500513 0.376509 0.37157 0.0892864 0.0757518 0.0573447 0.0503505 0.0404004 0.0332443 0.0197032 0.00424881 5.06984e-05 0.00389492
threshold=0 1 2 3 4 3.5000000000000004 2.5000000000000004 1.5000000000000002 5 8.5000000000000018 15.500000000000002 7.5000000000000009 15.500000000000002 10.500000000000002 6.5000000000000009 6 7 13.500000000000002 13.500000000000002 8 13.500000000000002 15.500000000000002 20.500000000000004 109.50000000000001 3.5000000000000004 1.0000000180025095e-35
decision_type=9 1 9 9 1 2 2 2 1 2 2 2 2 2 2 1 1 2 2 9 2 2 2 2 2 2
left_child=1 2 4 5 12 6 15 11 18 10 -5 -4 17 14 19 -3 23 -1 20 -9 -2 22 -7 -8 25 -6
right_child=8 3 7 9 24 21 16 13 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.053402998261403434 0.11172602028085948 -0.024442899352847911 -0.01886637657861856 -0.050568653239917119 0 0.022336342626273958 0.01055369303742993 0.015109035084095413 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.0010714688950418823
leaf_weight=46.915778373246212 6.3669318149040901 26.908380059066985 36.555587445355741 52.941269024128815 0.67387651759599876 11.68760106986519 7.085328269546153 27.759664580327808 1.949864525155135 4.8572280223579574 0.10557008225623477 1.9140235166069022 0.46035674100494262 3.0473500245625464 2.16928222277238 1.3754738247662341 2.8452129469242191 0.056043913848042304 0.016487800810864317 5.5074254697155984 0.011604377839830593 0.067655057087905202 0.039788119991499893 0.019174599374309653 0.78387069167547441 4.3681110392972187
leaf_count=396059 30858 379434 533987 727015 8931 201206 70291 323321 47486 65026 2557 48916 8471 37349 33806 13553 33289 867 358 73850 299 1140 1198 278 15870 50764
internal_value=0 -0.000433453 0.0204307 -0.0263212 0.041533 0 -0.0106055 -0.000818637 0.10602 -0.0417809 -0.0494274 -0.0152925 0.0523799 0.00951075 0.0130826 -0.0227948 0.00763263 0.0532913 0.111563 0.0153797 0.111658 0.0220218 0.0222197 0.0082682 0 -0.000120283
internal_weight=0 238.144 130.211 107.933 53.258 50.0286 38.2336 76.9533 8.34489 57.9041 53.0468 38.4696 47.4322 38.4837 35.4364 28.2839 9.94972 46.9718 6.39502 33.2671 6.37854 11.795 11.7274 7.1045 5.82586 5.04199
internal_count=3106179 3027178 1532191 1494987 480962 700389 496845 1051229 79001 794598 729572 582903 405397 468326 430977 392987 103858 396926 31515 397171 31157 203544 202404 70569 75565 59695
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1 960 12846608 19467009 2 1 1 52 2099658
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=25
num_cat=8
split_feature=1 4 0 0 6 2 7 5 3 3 2 4 2 4 2 2 4 2 4 4 2 4 2 2
split_gain=35.9426 15.9149 10.5685 8.86768 4.42334 3.59421 2.02846 1.68592 0.467605 0.403347 0.313727 0.249944 0.189898 0.178024 0.166259 0.10328 0.0847436 0.0530765 0.0367272 0.0312674 0.0110568 0.00993916 0.0289611 0.0243327
threshold=0 3.5000000000000004 1 2 3 1.5000000000000002 4 5 6 7 15.500000000000002 10.500000000000002 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 13.500000000000002 20.500000000000004 13.500000000000002 13.500000000000002 2.5000000000000004 109.50000000000001 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35
decision_type=9 2 9 9 1 2 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -4 9 17 20 21 13 16 12 -10 -1 -6 -16 -3 18 -2 -11 -7 -5 23 -23
right_child=6 3 4 8 14 7 -8 -9 11 19 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0071827018563698948 0.10743459466471589 0.054029091805683938 -0.040074796505439686 0 0 0.034556374627683267 0 0 -0.020433773634598685 -0.011269032324828347 0 0 0 0 0.0083728631787876127 0 0 0 0 0 0 0 0 0.0044742451253041498
leaf_weight=4.5197000725529488 7.119083767058326 43.359927205730855 98.488918361022115 2.4865296337702603 5.2666497050868193 24.248304530636236 1.9493034228053145 3.1629040031166396 12.731168887463353 20.712104819607706 0.23048715752884064 0.35181307771381476 0.57784621289647553 5.4265550554882793 8.7544550706061237 0.66819469800248121 0.061832826579119593 0.016090729612187604 0.011123594991658936 3.0229000904637351 0.013648576597914963 1.282473114550158 0.55434900468753756 1.5866489028103385
leaf_count=37073 30858 653760 1338163 30647 66522 146753 47492 36123 152101 256569 5153 6425 9848 46420 126703 13797 2232 356 302 37430 423 22640 9830 29268
internal_value=0 -0.000196839 -0.0167895 0.0330088 -0.0314548 0.0107644 0.102063 0.0288544 -0.00935282 -0.00421803 0.0470321 -0.0142773 -0.0191865 0.000103999 0.000693281 0.00653593 0.0538994 0.107283 0.107372 -0.00900297 0.0345225 0 0.00172444 0.00344019
internal_weight=0 237.507 174.284 63.2231 113.178 61.1061 9.0956 27.4249 19.5708 33.6813 43.6522 13.6608 13.309 9.94626 14.6893 9.42265 43.4218 7.1463 7.13021 23.735 24.262 5.91 3.42347 2.86912
internal_count=3106888 3027880 2105976 921904 1545185 560791 79008 183299 260759 377492 661145 168374 161949 83493 207022 140500 655992 31516 31160 293999 147176 92385 61738 51908
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=1 2560 15468464 1 1 2 610 320
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=32
num_cat=15
split_feature=1 2 0 4 6 4 5 7 0 3 0 3 2 3 2 2 8 3 0 4 2 0 2 4 4 2 2 4 4 3 4
split_gain=33.4661 15.0427 8.69999 3.33813 2.55664 2.19623 1.90777 1.86244 1.50706 1.39936 0.36611 0.353719 0.269898 0.234145 0.226219 0.20404 0.1944 0.186225 0.111856 0.181186 0.0899142 0.0741269 0.0507877 0.04519 0.0347124 0.024325 0.0147773 0.00801383 0.00679263 0.00360565 0.00728302
threshold=0 1.0000000180025095e-35 1 6.5000000000000009 2 2.5000000000000004 3 4 5 6 7 8 8.5000000000000018 9 12.500000000000002 11.500000000000002 10 11 12 1.5000000000000002 15.500000000000002 13 13.500000000000002 5.5000000000000009 13.500000000000002 9.5000000000000018 108.50000000000001 16.500000000000004 20.500000000000004 14 3.5000000000000004
decision_type=9 2 9 2 1 2 1 1 9 1 9 1 2 1 2 2 1 1 9 2 2 9 2 2 2 2 2 2 2 1 2
left_child=1 3 6 4 13 9 26 22 11 10 15 -7 -11 -1 16 -4 -10 21 19 -6 -13 27 24 -21 -2 -12 28 -5 -3 -8 -31
right_child=7 2 5 17 18 8 29 -9 14 12 25 20 -14 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 -32
leaf_value=0 0.10302000547410564 0.045608466304208117 0.011471054459567686 0.012279368632737514 0 0 0 0 0 -0.026083816100189151 -0.0046269612161856802 0.02624788574495196 0 -0.040487708829287102 0 0 -0.0099262613523944318 0 0 0.010859574358792196 0 0 0 0 0 0 0 0 0 -0.0018839026615504323 0
leaf_weight=7.128011783051079 7.9259661052928987 51.718497687787931 14.85368152288083 2.0628171213302271 1.0357300919913544 8.9580684720076516 1.5088253210951732 1.9490940483647134 1.56132073975823 26.819450900036831 9.8430554799542751 18.316323736286002 5.1008852733066297 59.136814051085821 0.32101797560062628 0.9399022701582006 13.288938521902304 1.9765851734518936 2.9863575160161409 1.571389578608432 0.15269425998849229 0.82517736213958448 0.016290515388391102 0.20439629651991698 0.011123594991658936 1.7489161133198639 0.013199306660680032 0.030886648746672907 0.0060645706362255627 3.6334995106462875 0.76645263873797365
leaf_count=86474 30858 441707 176602 55892 15415 112374 20587 47491 21906 360728 131125 248797 58929 890540 6034 10230 186007 38236 27277 26315 3112 17362 357 4707 302 21694 391 1078 215 46854 15629
internal_value=0 0 0.0160546 -0.0308161 -0.0363156 -0.00205118 0.0372182 0.0979757 0.00881332 -0.013783 0 0.0171598 -0.0207476 -0.0407902 -0.00393689 0.00753713 -0.00858634 0.00316477 0 0.00511151 0.021429 0.00717868 0.102873 0.0101464 0.10296 -0.00308671 0.0455741 0.00927983 0.0455977 0 -0.000901157
internal_weight=0 236.509 159.551 76.9582 72.0627 101.904 57.6465 9.90247 42.5984 59.3059 27.3856 27.4271 31.9203 66.2648 15.1713 15.7936 14.8503 4.89547 5.79787 2.81152 18.469 2.91888 7.95338 1.77579 7.93709 11.592 51.7378 2.0937 51.7246 5.90878 4.39995
internal_count=3105225 3026217 1862921 1163296 1050728 1337538 525383 79008 578230 759308 339651 364283 419657 977014 213947 186832 207913 112568 73714 46437 251909 74332 31517 31022 31160 152819 442313 56970 441922 83070 62483
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 10486288 1 2 1 4982090 848 10564 276 256 4 466 8652544 498 288
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=30
num_cat=13
split_feature=1 3 0 0 5 4 2 7 2 4 4 0 2 3 6 0 0 3 2 4 4 4 2 2 4 4 3 2 4
split_gain=31.2429 13.985 9.88306 6.8306 2.98268 2.72828 1.73974 1.70236 1.61562 0.809872 0.659003 0.696419 0.412508 0.379571 0.321348 0.248972 0.247661 0.0971527 0.0712667 0.0612261 0.342285 0.0532472 0.0500638 0.0456167 0.0380233 0.0327032 0.0208651 0.0203239 0.0152059
threshold=0 1 2 3 4 3.5000000000000004 3.5000000000000004 5 2.5000000000000004 15.500000000000002 3.5000000000000004 6 15.500000000000002 7 8 9 10 11 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 13.500000000000002 15.500000000000002 13.500000000000002 12.500000000000002 13.500000000000002 12 13.500000000000002 20.500000000000004
decision_type=9 1 9 9 1 2 2 1 2 2 2 9 2 1 1 9 9 1 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 4 5 12 8 9 23 13 -5 16 24 21 -3 -15 17 -4 -10 -13 -8 -21 -1 26 25 27 -2 -7 -12 -28
right_child=7 3 10 6 -6 22 19 -9 15 -11 11 18 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30
leaf_value=0.060914980419045764 0.098519797983538299 0 0 -0.046532521536700698 0 0 0.00058375008604059063 0 0.010819652268743506 0 0.014056205666789638 -0.0062578272172222407 0 -0.023377054453319959 0 0 -0.011206267797066363 0 0 -0.010449271946890958 0 0 0 0 0 0 0.025233628186962828 0 0
leaf_weight=34.003474632489088 8.7853916395542857 7.739941608537265 3.4900753638739843 52.291124532279355 4.3585929607306744 2.8140470657817787 3.8025430647376224 1.9495507671872463 6.9221944614273525 0.15483328626578341 14.713640403364474 7.3360191891915774 0.26170509955591015 26.116807284784045 1.4531675570506219 4.0315323958784566 34.327183234598124 3.7860389611487317 0.34397250176334626 6.850383632907322 5.7488192848140898 0.033527846773721559 0.10310606027996883 0.015530294243945586 0.12968184733290478 0.011123594991659824 15.513720572709648 0.067990352705238233 0.026797426886333464
leaf_count=220343 30858 88427 57763 770880 57134 56321 52959 47495 64911 5184 226409 107020 4012 378057 13942 44864 415234 33635 4516 88423 88813 603 1880 354 3223 302 239327 1406 957
internal_value=0 0 0.022954 -0.0193752 0.0474638 0.00136998 -0.0356915 0.0938015 -0.00756298 -0.04542 -0.00240272 0.00267521 0.0601761 -0.0173214 -0.0186056 0.00504793 -0.0100557 0.00846057 -0.00352439 0 -0.00375529 0.0608307 0.0217523 0.0983835 0.0110858 0.0984629 0.0220119 0.013883 0.0206299
internal_weight=0 236.421 99.0659 137.355 38.6573 68.5074 68.8477 10.7616 50.0497 52.446 60.4086 22.5913 34.2987 35.3099 27.57 14.7398 37.8173 10.7082 7.67999 16.4017 12.5992 34.037 18.4577 8.81205 14.9113 8.79652 18.3546 14.7816 15.5405
internal_count=3105252 3026243 1097663 1928580 282092 922321 1006259 79009 623836 776064 815571 342574 224958 480426 391999 143410 472997 98546 111536 230195 177236 220946 298485 31514 231038 31160 296605 227815 240284
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 896 12584520 19401600 2 1 262448 64 1 2099712 2 60 6
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=25
num_cat=10
split_feature=1 2 4 5 0 0 7 3 0 3 4 2 4 4 4 3 2 3 2 2 4 4 4 4
split_gain=28.8766 12.6731 6.42006 3.88436 4.27019 3.67767 1.54584 1.17735 1.07668 0.846288 0.489374 0.430526 0.336459 0.241378 0.20123 0.156116 0.178964 0.124417 0.0687765 0.0454638 0.0307187 0.00666692 0.00541598 0.00326951
threshold=0 1.5000000000000002 3.5000000000000004 1 2 3 4 5 6 7 11.500000000000002 3.5000000000000004 11.500000000000002 11.500000000000002 10.500000000000002 8 9.5000000000000018 9 109.50000000000001 13.500000000000002 13.500000000000002 20.500000000000004 6.5000000000000009 12.500000000000002
decision_type=9 2 2 1 9 9 1 1 9 1 2 2 2 2 2 1 2 1 2 2 2 2 2 2
left_child=1 2 -1 4 9 7 19 22 17 -3 -7 14 -10 -9 -6 16 -13 23 21 20 -2 -11 -4 -5
right_child=6 3 5 8 11 10 -8 13 12 18 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.032245789046512215 0.093972622069201803 0 -0.0012541805102029588 0.010548804013541097 -0.012635857799511915 -0.01828789182623938 0 0.035993210607073889 -0.01929404631489429 0.047091112253488263 0 0.010501772413668956 0 0 0 0 0 0 0 0 0 0 0 0
leaf_weight=89.540506953782824 9.6942402615386474 11.676706212833777 4.431569879192466 3.4692611073569428 12.350035218240009 15.280385915972143 1.9494067821196939 17.059930298035404 13.367004405521584 54.975014039595408 0.57498483027120606 4.3880957669316558 0.084426725568847227 0.28796247546233544 0.14104397387200229 3.6805345422162628 0.95080279543981294 2.1297733427018102 0.059197972674154609 0.016478597604874134 0.011123594991659824 0.0057302525128751771 1.2878235589978428 0.01475585108710209
leaf_count=1213794 30858 151867 79892 52490 129419 213323 47496 269490 160309 578769 15652 37510 2589 6103 1706 37927 11443 32736 1479 364 302 205 29562 402
internal_value=0 0 -0.0198607 0.0216287 0.0294013 0.00591217 0.0895692 0.0220886 -0.00421007 0.0368012 -0.0122743 -0.00245931 -0.013941 0.029034 -0.0105725 0 0.00586798 0.00523087 0.0420357 0.0938378 0.0939183 0.0470812 0 0.00808539
internal_weight=0 235.756 128.463 107.292 88.2272 38.9227 11.6712 23.0673 19.0652 66.7166 15.8554 21.5105 13.4514 17.3479 12.4911 9.01943 5.3389 5.61379 55.0399 9.72184 9.70536 54.9807 5.71939 3.48402
internal_count=3105687 3026667 1827816 1198851 950325 614022 79020 385047 248526 732320 228975 218005 162898 275593 131125 86880 48953 85628 580453 31524 31160 578974 109454 52892
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1 2 11013754 12846032 1 70 264064 39 880 369
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=14
split_feature=1 0 4 3 0 6 0 7 2 3 0 2 3 4 3 4 2 2 3 2 2 2 4 2 2 4 3 4 8 4
split_gain=26.6767 12.1448 7.21787 3.28404 2.8679 2.52941 1.49642 1.39734 0.567907 0.562065 0.442409 0.427794 0.38961 0.293412 0.204575 0.160922 0.138587 0.0988254 0.0953542 0.108019 0.0791372 0.0633454 0.0653912 0.0547984 0.0419288 0.0287766 0.0204323 0.0172315 0.00414891 0.00309025
threshold=0 1 3.5000000000000004 2 3 4 5 6 1.0000000180025095e-35 7 8 15.500000000000002 9 6.5000000000000009 10 13.500000000000002 15.500000000000002 8.5000000000000018 11 1.0000000180025095e-35 13.500000000000002 5.5000000000000009 7.5000000000000009 8.5000000000000018 13.500000000000002 13.500000000000002 12 11.500000000000002 13 4.5000000000000009
decision_type=9 9 2 1 9 1 9 1 2 1 9 2 1 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2
left_child=1 3 5 11 8 6 18 24 12 28 20 -1 27 -14 -8 16 -10 26 19 -3 -7 22 -5 -20 25 -2 -12 -4 29 -6
right_child=7 2 4 21 9 10 14 -9 15 -11 17 -13 13 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.047582539981123093 0.089416719480703233 0 0.009831815085378677 -0.0053315402402182724 0 0.011940696717821149 0 0 0.02769916786090856 -0.014547885046634755 0 0 -0.011390909447380373 0 -0.037304606704564973 0 0 0 -0.0039144894502025889 0.0081995179015103073 0 0 0 0 0 0 -0.0069066355847162801 0 0 0.0016443679326104488
leaf_weight=35.718529570171086 10.64853631771984 0.7444832899927859 3.687759647838901 15.419344014937451 1.0973248408772636 6.6260235371810268 15.782710169080927 1.9495565320885351 27.946535465061977 12.660527260381061 0.51915428864413116 0.36685992466482176 7.2420090263622097 2.5044183955396875 74.838097382374144 0.26336591975086676 0.22191411369931202 1.2580612808615104 10.587994860221439 3.2716016415015474 0.32702330647407496 1.4251337684418093 0.28486402391354282 0.96545681491989022 0.016222778769589108 0.011123594991659824 9.4121293283005798 0.084766823190875473 0.80270995050887028 1.4822331214309086
leaf_count=202642 30858 7503 75941 189719 14014 78069 217729 47495 379031 152729 6491 3449 144639 67592 1115551 6405 5464 23129 114788 34700 4975 8932 2933 8980 361 302 121014 2670 11901 25225
internal_value=0 0 -0.0131946 0.0297933 0.00909454 -0.0261369 -0.0309817 0.0853237 0.0195801 -0.00899926 0 0.040617 0 -0.00552142 -0.0333969 0.0266386 0.027212 -0.00427834 0 0.00450658 0.00861789 -0.000230927 -0.00373372 -0.0010753 0.0892894 0.0893649 -0.00734238 0.007373 0 0.000987112
internal_weight=0 235.541 182.326 53.2147 57.9936 124.333 106.19 12.6254 41.9508 16.0428 18.1424 36.0854 13.519 9.74643 90.6208 28.4318 28.1684 11.1893 15.5695 4.01608 6.95305 17.1293 15.7042 11.5535 10.6759 10.6597 9.93128 3.77253 3.38227 2.57956
internal_count=3105231 3026215 2618540 407675 885611 1732929 1499251 79016 681742 203869 233678 206091 290842 212231 1333280 390900 384495 150634 165971 42203 83044 201584 192652 123768 31521 31160 127505 78611 51140 39239
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 4194816 936 11273712 1 2048 1 578 10748932 273 768 80 512 5
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=32
num_cat=13
split_feature=1 3 5 4 2 0 4 4 6 7 4 4 0 4 2 2 4 2 0 2 0 2 2 4 4 0 0 3 6 2 4
split_gain=24.4593 11.4265 8.03489 5.70439 2.64085 2.49012 2.53974 2.3138 1.63295 1.25585 1.12479 1.01932 0.705653 0.609329 0.818392 0.583589 0.334394 0.244037 0.22441 0.863091 0.149918 0.099331 0.0416895 0.0268919 0.0118167 0.0117741 0.00537151 0.00747623 0.00217759 0.00205329 0.000521885
threshold=0 1 2 2.5000000000000004 5.5000000000000009 3 1.0000000180025095e-35 10.500000000000002 4 5 5.5000000000000009 8.5000000000000018 6 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 15.500000000000002 7 10.500000000000002 8 1.5000000000000002 13.500000000000002 13.500000000000002 9.5000000000000018 9 10 11 12 109.50000000000001 20.500000000000004
decision_type=9 1 1 2 2 9 2 2 1 1 2 2 9 2 2 2 2 2 9 2 9 2 2 2 2 9 9 1 1 2 2
left_child=1 2 3 5 7 6 29 8 -3 22 16 18 17 14 -7 -8 -4 24 -5 -20 -18 -15 23 -2 -6 28 27 -12 30 -1 -9
right_child=9 4 10 11 12 13 15 25 -10 -11 26 -13 -14 21 -16 -17 20 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.02889046696890743 0.08488852181189363 -0.03996855962768564 0 0 0.017585274910758848 -0.021785210104081038 -0.011235992833114045 0.0025412491275500371 0 0 0 0 -0.0049030999073557931 0.0054553677470208948 0 0.0035539135573600267 0 0 0.054378985989568154 0 -0.02319850966773784 -0.00040361996039793292 0 0 0 0 0 0.0018532267268697449 0 0 0
leaf_weight=24.305587022445255 11.643563730627642 61.614380397230889 1.4621601005346807 7.7620119597340826 3.1670873660877996 18.583226267355716 12.806919509863294 0.23171736178846913 4.7864681754053882 1.9492767748415634 0.3044527662677865 2.5334964542726075 6.2683373594409186 3.1893162485885105 7.5529658865780211 7.6596877191841477 1.6980185232077929 0.69363623322533374 40.601302044273325 0.63358206388147564 21.196152239070219 4.1374676012055716 0.017261194047024087 0.011123594991659824 0.030983673994341987 0.54965420587359304 0.99394451471380252 2.2175286765341302 0.044229411660126061 0.0031054240553193271 0.010209569722064771
leaf_count=198325 30858 974148 19861 99827 33016 269808 102553 4419 55934 47498 6974 41778 81450 47497 107428 52506 24045 10156 448461 8030 287917 56787 368 302 411 13290 21382 59699 491 90 367
internal_value=0 0 0.0143388 0.0257949 -0.0250437 0.00161676 0.0144083 -0.0331559 -0.0367257 0.0810909 -0.0170598 0.0447223 0 -0.0101612 -0.0162774 -0.000934063 -0.022733 0.0116374 0.0468323 0.0464808 -0.0243782 0 0.0847626 0.0848391 0.0174755 0.000532314 0 0.00112394 0.00177187 0.0288831 0.00250663
internal_weight=0 235.038 157.641 129.769 77.3967 78.2383 44.7753 67.2367 66.4008 13.6212 27.8723 51.5304 10.16 33.463 26.1362 20.4666 24.3563 3.89171 48.9969 41.2349 22.8942 7.32678 11.6719 11.6547 3.19807 0.835811 3.51593 2.52198 0.286156 24.3087 0.241927
internal_count=3105676 3026650 1852968 1433090 1173682 834994 353474 1048649 1030082 79026 419878 598096 125033 481520 377236 155059 331823 43583 556318 456491 311962 104284 31528 31160 33427 18567 88055 66673 5277 198415 4786
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 976 2 2099776 1 1 9175840 1669157 9216 770 928 16 1
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=32
num_cat=15
split_feature=1 2 4 0 4 4 0 6 2 7 0 2 3 3 0 2 3 0 4 0 3 2 3 4 2 4 4 0 4 2 4
split_gain=22.3535 10.4884 6.43946 4.16299 3.30959 2.81387 2.21894 2.17927 1.69116 1.12485 0.425581 0.363911 0.24901 0.236976 0.221511 0.208942 0.1714 0.100934 0.173191 0.0773657 0.0736769 0.0546487 0.0512523 0.0470783 0.035743 0.0263684 0.0250774 0.0145405 0.053782 0.0130832 0.00777085
threshold=0 1.0000000180025095e-35 2.5000000000000004 1 1.0000000180025095e-35 6.5000000000000009 2 3 1.5000000000000002 4 5 15.500000000000002 6 7 8 108.50000000000001 9 10 1.5000000000000002 11 12 8.5000000000000018 13 5.5000000000000009 13.500000000000002 20.500000000000004 13.500000000000002 14 3.5000000000000004 108.50000000000001 16.500000000000004
decision_type=9 2 2 9 2 2 9 1 2 1 9 2 1 1 9 2 1 9 2 9 1 2 1 2 2 2 2 9 2 2 2
left_child=1 5 4 11 6 7 8 14 -3 24 22 25 27 -12 20 -14 19 18 -9 30 -1 -8 -6 -20 26 -4 -2 28 -5 -10 -7
right_child=9 2 3 12 10 16 21 17 29 -11 13 -13 15 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0025005803268917624 0.080421507066257766 0 0.045979560107054993 0 0.0026544133399749913 0.011889312808063827 -0.009397788619436756 0 0.031581429343624561 0 0 0 -0.011805260654740843 -0.021095940524660409 -0.037571391146660665 0 0 0 0.010541898324185223 0 -0.0030793885221373479 0 -0.0018240356040058981 0 0 0 0 0 0.0046545686369103894 0 0
leaf_weight=5.8527562324634346 12.674009798793117 12.406863436009187 46.717550348874283 1.74592353153821 7.7311531385221315 2.1745825421894556 7.5263397555172542 1.0358707628547565 23.195887477044383 1.9494773930309737 1.5422171414738841 0.32469069815306184 10.818206653506422 33.504981439079529 46.497821823087179 0.014912362439645999 1.9099099913655653 2.8950151943736264 1.6621023978568699 0.84195779474248444 7.4611143275196827 0.72720173727429926 12.963060647171007 0.2204943968936276 0.015869104663580269 0.023327018010603662 0.011123594991659824 1.355383605132374 3.4431529307275923 0.017902518735353534 0.030993671729447558
leaf_count=62062 30858 134077 485323 21316 60878 57098 110766 13359 230004 47499 20756 5966 159417 444736 756622 375 37317 29335 26897 16556 157842 9558 100304 4707 361 825 302 19409 59132 496 1078
internal_value=0 0 0.0133563 0.0323453 -0.00125668 -0.0264307 0.0123441 -0.0320283 0.0203291 0.0769141 -0.0160342 0.040115 -0.00240236 -0.0187201 -0.0365357 -0.00754156 0.00298183 0 0.00484951 0.00685833 0 -0.0067433 0 0.00977737 0.0803075 0.0459352 0.0803745 0 0.00179379 0.0315372 0.00899014
internal_weight=0 234.641 164.059 64.4431 99.6156 70.5826 43.8742 65.6252 35.6207 14.6505 55.7414 47.0656 17.3776 35.0472 59.8117 10.8331 4.95744 5.81348 2.91847 3.04753 13.3139 8.25354 20.6942 1.8826 12.701 46.7409 12.6851 6.54446 5.18908 23.2138 2.20558
internal_count=3105231 3026211 1863338 751763 1111575 1162873 484901 1050824 364577 79020 626674 492114 259649 465492 976526 159792 112049 74298 44963 74732 219904 120324 161182 31604 31521 486148 31160 99857 80448 230500 58176
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 15468314 10488674 1 1 6403588 672 512 16843265 466 8652544 498 400 164 2144
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=27
num_cat=11
split_feature=1 0 2 4 2 4 3 3 3 7 2 0 0 2 6 4 5 4 2 4 2 2 4 4 8 4
split_gain=20.5247 9.77529 5.30384 4.53236 3.05884 3.03774 1.5684 1.28936 1.02944 1.00324 0.512595 0.509028 0.473563 0.417483 0.365404 0.131363 0.116039 0.465657 0.0728976 0.0671681 0.0334784 0.0328815 0.0233427 0.0194765 0.00899133 0.00179048
threshold=0 1 1.5000000000000002 3.5000000000000004 2.5000000000000004 6.5000000000000009 2 3 4 5 9.5000000000000018 6 7 10.500000000000002 8 1.0000000180025095e-35 9 8.5000000000000018 7.5000000000000009 2.5000000000000004 15.500000000000002 13.500000000000002 13.500000000000002 13.500000000000002 10 16.500000000000004
decision_type=9 9 2 2 2 2 1 1 1 1 2 9 9 2 1 2 1 2 2 2 2 2 2 2 1 2
left_child=1 3 5 4 8 -3 18 12 15 21 16 24 13 23 -10 -1 17 -5 -6 -17 -8 22 -2 -4 -9 -7
right_child=9 2 7 10 6 25 20 11 14 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0053991331427538786 0.076045330740451944 -0.041331237382384395 0.020640322978501456 0.042593939605016978 -0.005163031297321187 0.00096547108528383249 0.0301406582841196 0.0013780496899363655 -0.022468580277921257 0 0 -0.013385474507948445 0 0 0 -0.0039139555812728721 0 0 0 0 0 0 0 0 0 0
leaf_weight=14.589134699317581 13.734126214389102 51.81377674284704 21.390921182159225 27.502111782199794 4.7958334620161622 3.6747520626631736 19.174066983699966 7.3471827094926976 22.879911901472951 1.9496809423690127 0.57215574820293014 16.571400367882237 5.0275275955245915 2.8141229070442924 1.2906582725445357 14.748695812942971 7.6366708846107931 2.1160696611441372 2.0587228452877753 5.5110164651932783 0.91833117077658144 0.015683346700826273 0.011123594991659824 0.042879588525464807 2.4112478766892309 0.11166947401397909
leaf_count=118016 30858 829746 271687 252105 49329 75499 141702 100611 356909 47500 5237 219179 78077 38191 12374 142955 178082 29680 24894 49306 14153 360 302 1160 33409 3875
internal_value=0 0 -0.0186567 0.0165977 0 -0.035749 0.0193997 0 -0.010142 0.0728084 0.0371044 -0.00803748 0.0111475 0.0151758 -0.0174102 0 0.038271 0.040887 -0.0018258 -0.000524498 0.0248001 0.0759375 0.0760006 0.0205397 0 0.000631755
internal_weight=0 234.999 111.205 123.793 85.9664 55.6002 26.947 55.6053 59.0194 15.7106 37.827 26.3298 29.2755 24.2479 24.1706 34.8488 37.2549 29.6182 6.85456 20.2597 20.0924 13.7609 13.7452 21.4338 9.75843 3.78642
internal_count=3105196 3026176 1651434 1374742 909638 909120 230078 742314 679560 79020 465104 353199 389115 311038 369283 310277 459867 281785 74223 192261 155855 31520 31160 272847 134020 79374
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1 14942976 75 720 960 1 525412 3258 1 2 5
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=29
num_cat=16
split_feature=1 0 2 3 4 4 0 0 7 4 3 6 2 2 0 8 6 3 4 2 4 3 0 2 2 4 0 0
split_gain=18.557 9.21346 5.67874 2.75476 2.03013 1.49939 1.02401 0.905253 0.890673 0.809308 0.647067 0.464492 0.360255 0.258519 0.248074 0.284734 0.170518 0.130949 0.0651302 0.0621662 0.0635139 0.0358632 0.0458872 0.0298771 0.0247978 0.021695 0.00605335 0.00172296
threshold=0 1 2.5000000000000004 2 2.5000000000000004 7.5000000000000009 3 4 5 1.0000000180025095e-35 6 7 15.500000000000002 15.500000000000002 8 9 10 11 13.500000000000002 5.5000000000000009 7.5000000000000009 12 13 13.500000000000002 108.50000000000001 13.500000000000002 14 15
decision_type=9 9 2 1 2 2 9 9 1 2 1 1 2 2 9 1 1 1 2 2 2 1 9 2 2 2 9 9
left_child=1 3 5 12 9 7 24 17 23 14 -9 -11 -1 18 15 -4 -12 -3 -8 20 -5 22 -7 25 -6 -2 -13 -23
right_child=8 2 4 19 6 21 13 10 -10 11 16 26 -14 -15 -16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=0.041068583168906103 0.071785290198819601 0.0044553975145216144 0 -0.005276516519848058 -0.0027039552597429174 0.004760941945910137 0.030568861016895599 0 0 -0.015840057070005874 -0.037471600008238924 0.001193552527685372 0 0 0 0.011594379965687336 0 -0.0027269631772991187 0 0 0 0 0 0 0 0 0 -0.00063100052803653089
leaf_weight=38.751400749120876 14.817897863889808 7.8669188423027663 2.7279629362001288 15.392815723584135 3.9167336825539683 1.0457553111154991 18.248718009321248 18.271105944616011 1.9494773930309754 19.90373015293153 65.953323905141133 2.4925577238009282 0.3677733791864729 0.37731848947623703 2.3346817381716383 10.180979718199522 9.4975879181201872 8.3171895207724464 0.092833423803312054 1.4866204387344613 0.29964010909316208 0.6784514184382715 0.73010418204830774 0.015332471180955376 0.0089630588845465153 0.011123594991659824 2.1572502448088953 3.2728553427259608
leaf_count=202714 30858 103226 37239 189681 38733 19211 222203 288039 47499 235129 1100744 27248 3449 8417 25095 141342 122853 111630 2208 8934 2930 20434 15321 360 165 302 38494 61041
internal_value=0 0 -0.0115028 0.0256345 0.00708883 -0.0237842 0.0215651 -0.0263821 0.0688053 -0.00257864 -0.0282117 -0.0120157 0.0352221 0.0243174 0.00387939 0.00773022 -0.032441 0 0.0303181 -0.000318025 -0.00370928 0 0.00292996 0.0716839 0 0.0717427 0 0
internal_weight=0 234.373 178.075 56.2983 62.4417 115.633 22.6446 109.906 16.7938 39.7972 93.722 24.5535 39.1192 18.7189 15.2436 12.9089 75.4509 16.1841 18.3416 17.1791 15.6925 5.72717 1.77586 14.8444 3.9257 14.829 4.64981 3.95131
internal_count=3105499 3026480 2618772 407708 776273 1842499 271726 1726492 79019 504547 1511636 300871 206163 232828 203676 178581 1223597 214856 224411 201545 192611 116007 34532 31520 38898 31160 65742 81475
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 4194816 936 1144837 8390656 1 576 1 10750322 2 1 688 786 338 265220 160
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=26
num_cat=10
split_feature=1 4 2 0 0 3 5 7 4 3 2 2 4 3 2 2 4 2 3 4 2 2 4 2 3
split_gain=16.7332 8.61199 6.26376 4.86171 2.74572 1.32986 1.17529 0.788275 0.68982 0.333989 0.374676 0.209878 0.182135 0.157449 0.0816247 0.0458263 0.0303088 0.0300253 0.0283435 0.0206198 0.05257 0.047106 0.0201387 0.0183563 0.0123377
threshold=0 3.5000000000000004 2.5000000000000004 1 2 3 4 5 1.0000000180025095e-35 6 6.5000000000000009 15.500000000000002 10.500000000000002 7 8.5000000000000018 15.500000000000002 20.500000000000004 13.500000000000002 8 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 13.500000000000002 109.50000000000001 9
decision_type=9 2 2 9 9 1 1 1 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1
left_child=1 2 5 11 6 -1 23 17 14 19 12 13 -11 -3 24 -16 -15 22 -8 -5 21 -21 -2 -4 -6
right_child=7 3 4 9 8 -7 18 -9 -10 10 -12 -13 -14 16 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.0018927893415543809 0.067662088485992339 0 0.027974008966882843 0 0 -0.033861816529813141 0 0 -0.015464845703516814 -0.016962588105236581 0 0 0 0.044124302858444597 0.0064107333078226711 0 0 0 -0.0025346523424685141 0 0 0.0061277519509020956 0 0 -0.0016605612372748919
leaf_weight=58.862721857455654 15.919205380574564 7.6566221578923432 29.381842976037664 2.732276634167647 1.4361658453708515 46.180352928840421 1.4811953830012496 1.94952766001552 16.133657571930598 13.353289659529763 0.71311283614341014 0.22699696641939127 0.47940746840140569 40.767493876832305 1.0118653006920793 0.38716085295163782 0.02815809823005011 0.016600059077973905 4.1181332969936184 1.3987652248706584 0.72499349421923387 2.0367327415660839 0.011123594991659824 0.028818776296246962 4.7427719977167753
leaf_count=640581 30858 124764 243572 37287 22987 807543 17590 47501 215969 179806 11412 5036 11228 493240 17133 5919 1007 376 48526 28220 11049 34231 302 751 68515
internal_value=0 0 -0.0122742 0.0238455 0.00819456 -0.0252168 0.0199749 0.0649162 -0.00739713 -0.00559837 -0.0101684 0.0341829 -0.0155894 0.0389284 0 0.00509862 0.0386129 0.0675609 0 0 0.00245686 0.00467866 0.0676215 0.0279119 0
internal_weight=0 233.883 163.765 70.1178 58.7216 105.043 35.01 17.8965 23.7116 21.4386 14.5458 48.6793 13.8327 48.4523 7.57796 1.39903 40.7957 15.9469 5.59933 6.89277 4.16049 3.4355 15.9303 29.4107 6.17894
internal_count=3105403 3026366 2089086 937280 640962 1448124 310439 79037 330523 313233 202446 624047 191034 619011 114554 23052 494247 31536 66116 110787 73500 62451 31160 244323 91502
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=1 13371312 2362886 960 2 1 610 38 288 640
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=25
num_cat=10
split_feature=0 2 4 4 3 4 0 0 0 0 2 0 3 2 3 2 4 4 4 2 4 4 0 2
split_gain=16.4462 8.67535 2.4145 1.56875 1.2457 0.774644 0.689197 0.432645 0.385398 0.365899 0.353906 0.365097 0.343193 0.308862 0.205453 0.278504 0.1105 0.102153 0.0768275 0.0108634 0.00739287 0.00452898 0.000627145 0.000516304
threshold=0 2.5000000000000004 2.5000000000000004 3.5000000000000004 1 1.0000000180025095e-35 2 3 4 5 3.5000000000000004 6 7 15.500000000000002 8 12.500000000000002 11.500000000000002 8.5000000000000018 13.500000000000002 108.50000000000001 15.500000000000002 20.500000000000004 9 10.500000000000002
decision_type=9 2 2 2 1 2 9 9 9 9 2 9 1 2 1 2 2 2 2 2 2 2 9 2
left_child=4 3 5 8 -1 7 12 14 -2 13 22 -12 20 18 -3 -16 -8 -14 -4 21 -5 -6 -7 -11
right_child=1 2 9 6 19 10 16 -9 -10 23 11 -13 17 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0 0 0 0.037234249157385317 -0.0013673810843146696 0.049981001600983621 0.00037825116135250126 -0.013786428507715338 0 -0.029727297714122532 -0.0003889304614487483 0 -0.014128022483540654 0.011329012406214587 0 0.021249992564029079 0 0 0 0 0 0 0 0 0
leaf_weight=3.7828820226532116 11.570614359789033 4.1223926257225676 19.547724736177777 9.5397345505371014 66.663893751983778 3.8336283043972799 12.916123719334788 2.452874469519883 59.607275302156722 4.1319850536510812 2.1065667340972141 17.059900408086836 22.095498726039299 0.3577698555218366 8.7617483042067725 0.62316270124210937 0.62452157613915993 1.3970270775844245 0.087299159244138447 0.0086970490920056376 0.055855557318864935 0.0036249982786092918 1.7942848913335208 0.3120251258551433
leaf_count=71169 147435 52189 221388 163992 444526 40474 187074 25688 952882 36948 26926 203819 327439 8361 111146 10497 17355 25629 2155 244 1546 124 22162 4017
internal_value=0 -0.00583666 0.0165979 -0.021525 0.0412081 0 0 0.00878528 -0.0288427 0.0304184 -0.00875416 -0.0125455 0.00397906 0.0300097 0.0121306 0.015417 -0.0103494 0.0086699 0.0369929 0.0452784 0 0.0499754 0 0
internal_weight=0 182.998 65.1914 117.807 70.4591 40.7546 46.6288 15.9602 71.1779 24.4368 24.7944 19.1665 33.0881 19.9928 13.5073 9.38491 13.5406 23.4925 19.635 66.6762 9.59559 66.6675 5.62791 4.44401
internal_count=3105185 2589122 765770 1823352 516063 492901 723035 199520 1100317 272869 293381 230745 518606 231904 173832 121643 204429 353068 223543 444894 165538 444650 62636 40965
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=262656 3 12586322 10488178 10240 11011578 1028 78 267 2099554
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=30
num_cat=9
split_feature=1 3 5 4 0 0 4 4 4 4 2 7 4 6 2 4 2 2 0 4 0 2 2 2 2 4 2 4 2
split_gain=15.6334 7.21221 5.39614 3.30216 2.28945 1.43586 1.81716 1.1447 0.9803 0.830484 0.711991 0.700603 0.666093 0.557852 0.4617 0.341721 0.641487 0.329855 0.323228 0.391686 0.219747 0.675687 0.207955 0.0384981 0.0273631 0.0188213 0.0119 0.00293381 0.00181479
threshold=0 1 2 2.5000000000000004 3 4 1.0000000180025095e-35 3.5000000000000004 10.500000000000002 8.5000000000000018 9.5000000000000018 5 15.500000000000002 6 4.5000000000000009 1.5000000000000002 3.5000000000000004 5.5000000000000009 7 1.0000000180025095e-35 8 10.500000000000002 1.0000000180025095e-35 1.5000000000000002 13.500000000000002 13.500000000000002 15.500000000000002 20.500000000000004 109.50000000000001
decision_type=9 1 1 2 9 9 2 2 2 2 2 1 2 1 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 28 13 18 20 12 24 -6 17 -8 16 -7 -3 -4 -20 -5 -22 -9 -17 25 -2 27 -24 -1
right_child=11 4 8 9 10 15 14 22 -10 -11 -12 -13 -14 -15 -16 23 -18 -19 19 -21 21 -23 26 -25 -26 -27 -28 -29 -30
leaf_value=0.022494149818324 0.063392738215422129 -0.016093832998716511 0 0 -0.038055555075140968 -0.0182124720863799 -0.0096405244106547109 0 0 0 0 0 0 0 0.0028208368300093145 0.0034220577681174482 0 0 0 -0.025831320391299518 0.040476037338323355 0 0.017620087907883879 0 0 0 0 0 0
leaf_weight=27.139875763199601 17.117823212378433 15.287095352576218 2.4360077840228769 7.7131144088198207 41.029883468971548 16.461029437443365 17.582676903763517 3.3683484964531072 0.26294399153084569 2.7578424450966841 3.6508009190802104 1.9569861038435217 0.13502597436126862 1.4120335601637695 4.0387483533340847 2.8749262943483691 7.5053434797464424 2.0272797642592186 1.387124276190671 22.582098054741436 47.586234180219435 0.707034329068846 4.8572824211023544 3.9821652497776086 0.016408918359956171 0.011275972772636034 0.031181551581539568 0.0076569844841286585 0.0036266977185722684
leaf_count=214041 30858 233860 39032 102016 708606 253136 130959 71126 7121 42376 53595 47499 4445 10225 29041 45369 110790 16775 20719 358207 459242 8065 51768 54884 373 302 482 238 102
internal_value=0 0 0.0102201 0.0193773 -0.0212962 0.000362572 0.0103898 0 -0.0152975 0.0329241 -0.0304387 0.0608615 -0.0367679 -0.00765164 -0.00121469 -0.00822485 -0.0129111 -0.0133491 -0.0202213 -0.0202751 0.0348614 0.0347667 0.0149866 0 0.0632968 0.0633536 0.0174892 0.0175943 0.0224864
internal_weight=0 236.827 165.021 138.353 71.8066 79.5884 48.7649 26.9909 26.6682 58.7642 44.8157 19.1025 41.1649 18.7264 21.6214 30.8235 23.9664 17.3144 26.4052 23.9692 56.0064 48.2933 8.26447 6.85709 17.1455 17.1291 4.89612 4.86494 27.1435
internal_count=3105252 3026220 1875100 1450021 1151120 838322 374143 384474 425079 611699 766646 79032 713051 260860 160000 464179 363926 250635 417958 378926 569323 467307 123614 100253 31533 31160 52488 52006 214143
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=1 976 2 17367809 2099784 1 1 9344 1669157
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=32
num_cat=18
split_feature=1 2 0 4 2 0 0 3 4 3 6 3 2 7 2 5 2 3 0 3 8 4 3 4 3 0 8 4 4 4 4
split_gain=14.1126 6.60591 4.21386 2.32738 0.898279 1.03204 0.968901 0.875688 0.867264 1.31744 0.650611 0.908071 0.642273 0.61702 0.555893 0.547551 0.508675 0.375155 0.27546 0.247544 0.187134 0.165829 0.13352 0.0765385 0.0527578 0.0314814 0.0172353 0.0131988 0.01168 0.00948778 0.00611428
threshold=0 1.0000000180025095e-35 1 4.5000000000000009 3.5000000000000004 2 3 4 2.5000000000000004 5 6 7 2.5000000000000004 8 15.500000000000002 9 10.500000000000002 10 11 12 13 1.0000000180025095e-35 14 6.5000000000000009 15 16 17 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004
decision_type=9 2 9 2 2 9 9 1 2 1 1 1 2 1 2 1 2 1 9 1 1 2 1 2 1 9 1 2 2 2 2
left_child=1 3 8 10 6 14 22 29 9 12 11 -1 -3 25 20 -14 24 26 19 -5 -6 -11 23 -4 -10 -2 -7 -21 -24 -8 -26
right_child=13 2 4 18 5 17 7 -9 16 21 -12 -13 15 -15 -16 -17 -18 -19 -20 27 -22 -23 28 -25 30 -27 -28 -29 -30 -31 -32
leaf_value=0 0.056081032309609091 0 0.0077174962450813735 0 0.01980457436260831 0.0019988574812078159 0 -0.019388895958565834 0 0 0 -0.032936808369480861 0.02578836639117274 0 0 0 0 -0.0094166406803754057 -0.002208973938016421 0.013668843717905589 0 -0.0096157313049046959 0 0 0.042751359862170941 0 0 0 -0.0017610210261860999 0.0016845070563656622 0
leaf_weight=5.9425855158997365 14.450968868055496 13.368436376618776 10.846954851685947 1.6668279004206852 11.749737379876025 3.1375280979009403 0.61522858824355342 39.389496059528028 2.4605502441372678 10.363596786899508 4.6649481130370978 40.519502457923863 9.7469852968715713 1.9570113010722732 1.3939913638223504 1.0080963730015327 0.57436156440417008 12.988897266630376 3.9712149038386988 8.7085565959932811 4.060799331895395 10.933515930412794 3.7617544884942635 0.5257922211603735 21.132846513057309 3.8117087347527585 2.0075084862128278 0.045426237973516304 7.6628819148827461 3.4363618866500474 0.0058928008675128698
leaf_count=63162 23652 91995 150830 39172 125814 39531 8468 528194 24665 73735 55306 743917 80993 47500 23213 11598 6561 158804 64434 192400 43765 98440 57555 9910 153011 7876 25897 1456 115837 37463 205
internal_value=0 0 0.00934538 -0.0225309 -0.0025323 0.00406852 -0.00960475 -0.0149144 0.023163 0.00340327 -0.0297419 -0.0319944 0.013832 0.0572795 0.0136239 0.0226768 0.0365835 -0.00367285 0 0.00709766 0.0200555 -0.00538816 0.000320564 0.0051127 0.0380473 0.0595132 0 0.0107593 0 0 0.0357451
internal_weight=0 236.69 171.171 65.5191 101.577 35.3385 66.2385 43.4411 69.5943 45.4206 51.127 46.4621 24.1235 20.2197 17.2045 10.7551 24.1737 18.1339 14.392 10.4208 15.8105 21.2971 22.7974 11.3727 23.5993 18.2627 5.14504 8.75398 11.4246 4.05159 21.1387
internal_count=3105359 3026331 1866484 1159847 1325281 417024 908257 574125 541203 356761 862385 807079 184586 79028 192792 92591 184442 224232 297462 233028 169579 172175 334132 160740 177881 31528 65428 193856 173392 45931 153216
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=1 14680592 787748 10306 514 692 1 256 1 2 80 8389618 36 5 708 19 10750562 1
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=29
num_cat=14
split_feature=1 0 4 3 2 2 4 4 3 2 7 3 3 5 2 3 8 4 0 8 2 4 2 4 4 0 6 2
split_gain=12.9413 6.18239 3.41488 3.08589 2.5402 1.75703 1.646 1.19909 1.03262 0.595272 0.560325 0.507946 0.500909 0.463659 0.274127 0.273585 0.181413 0.148863 0.116457 0.105765 0.0937447 0.0240425 0.0236366 0.02295 0.0159102 0.0153901 0.0136375 0.00687564
threshold=0 1 3.5000000000000004 2 2.5000000000000004 6.5000000000000009 10.500000000000002 1.0000000180025095e-35 3 1.0000000180025095e-35 4 5 6 7 10.500000000000002 8 9 1.0000000180025095e-35 10 11 15.500000000000002 12.500000000000002 13.500000000000002 20.500000000000004 7.5000000000000009 12 13 109.50000000000001
decision_type=9 9 2 1 2 2 2 2 1 2 1 1 1 1 2 1 1 2 9 1 2 2 2 2 2 9 1 2
left_child=1 2 4 9 7 6 -5 11 25 24 18 16 -4 27 17 -9 -1 -11 22 -13 23 -19 -2 -14 -3 -6 -7 -10
right_child=10 3 12 5 8 26 -8 15 13 14 -12 19 20 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0 0.065639030476098259 -0.0021405895688098252 0 -0.036548042588412363 0 0 0 0 0.024571205131480384 0 0 0 0.032977916708754752 0 0 -0.018744684758814408 0.010876824017611308 0.017352808772759101 0 -0.0073102939253883552 0 0 0 0 0 -0.0018323185909888612 0.0020858143091863229 0
leaf_weight=4.1779815502832207 15.270833677792321 4.7436562704861016 9.9116617766612745 56.677184742412919 6.1097848296558368 6.0233286528255112 0.79631852028796757 4.7776953372244861 25.384441906269789 2.2693745524138622 1.9570113010722732 0.91447900220464362 36.170373348808425 2.6784095461880524 0.89087246977396795 33.83526777181396 14.111359093989451 9.1975524169511083 3.8117087347527585 9.6267687257732177 0.12278370928834093 0.064124259823075458 0.013561813391789523 0.029900986004576136 0.27479774283528957 5.8395538096247019 1.3460861842740994 0.012468017219361083
leaf_count=37402 23389 83214 149105 981976 40524 85659 19892 59879 170160 40322 47500 13288 363757 31426 13692 404208 130136 140844 7876 139910 2236 1692 358 1069 7905 81267 26248 363
internal_value=0 0 0.0104636 -0.0182249 0 -0.0265586 -0.0336961 -0.0107287 0.0142332 0.00445482 0.0547091 0 0.0272264 0.0189755 0.0131474 -0.0183911 0.0080747 0.0155746 0.0568024 -0.00503042 0.028391 0.0171611 0.0537254 0.0329179 -5.29043e-05 0 0 0.0245432
internal_weight=0 235.986 153.703 82.2833 107.468 64.8429 57.4735 67.4436 40.0247 17.4404 21.0531 28.8306 46.2347 28.0753 12.4219 38.613 18.2893 11.5311 19.0961 10.5412 36.3231 9.26168 15.2844 36.2003 5.01845 11.9493 7.36941 25.3969
internal_count=3105297 3026174 1624730 1401444 1108563 1113775 1001868 784823 323740 287669 79123 320736 516167 201949 196550 464087 167538 182858 31623 153198 367062 142536 23747 364826 91119 121791 111907 170523
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 31985408 576 99 1 464 70 2 516 2 10750562 4 2560 1
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=27
num_cat=11
split_feature=0 2 4 3 0 4 2 4 0 0 3 2 0 2 3 2 3 2 4 4 2 3 2 4 2 0
split_gain=12.7103 7.03315 1.94517 1.08004 1.03969 1.39902 0.863912 0.678051 0.392233 0.386173 0.359415 0.343505 0.352707 0.26638 0.222503 0.295538 0.211105 0.269305 0.106937 0.0668597 0.0367166 0.0777974 0.0104455 0.00374678 0.000725829 0.000349259
threshold=0 2.5000000000000004 2.5000000000000004 1 2 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 3 4 5 3.5000000000000004 6 15.500000000000002 7 1.0000000180025095e-35 8 12.500000000000002 5.5000000000000009 13.500000000000002 1.0000000180025095e-35 9 108.50000000000001 20.500000000000004 10.500000000000002 10
decision_type=9 2 2 1 9 2 2 2 9 9 1 2 9 2 1 2 1 2 2 2 2 1 2 2 2 9
left_child=3 4 7 -1 14 6 -6 9 13 16 -8 25 -13 19 15 -2 -3 -18 -17 -4 21 -7 23 -5 -10 -9
right_child=1 2 8 22 5 20 10 11 24 -11 -12 12 -14 -15 -16 18 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0 0 0 0.032603675191431418 0.042517535152346755 -0.03083525793141691 0.0052333556991798619 0.0045804482990574776 0.00028213879188098741 -0.00046097839685093722 0 -0.0071748503239754168 0 -0.0138522640677888 0 -0.0028692285290707036 0.013198166316322958 0.019959179609735415 0 0 0 0 0 0 0 0 0
leaf_weight=3.6284135500573029 2.3948915298396951 4.1611110293779321 21.277126358516405 71.721821902730881 71.200621896674875 1.8117303186299976 9.7212760061902355 3.8755090723461763 4.1565021694314082 2.3878997205392833 9.5541685785865429 2.1382674694668822 16.876985322674958 0.35990160682194883 9.4166921612504684 6.2187202332961533 9.1785174313372391 0.6479356163235942 0.39985522504503013 0.088511665378972704 3.1273436008323188 1.0890123488970851 0.010133373436473359 0.0036338489662729448 0.31513340857054561 1.7533815448077827
leaf_count=71400 28153 51691 223386 445629 1228160 44552 120970 40064 36496 25947 123615 27967 201275 8489 121792 77596 114372 10891 4235 2146 47785 22278 251 124 4153 21758
internal_value=0 -0.00547941 0.0141665 0.0351992 -0.0199709 -0.0223525 -0.0269626 0 0.0263308 0.00781008 0 -0.00850398 -0.0122761 0.0263583 0 0.00609065 0.0111322 0.0143934 0.0119619 0.0323752 0 0.00334063 0.0386948 0.0425124 0 0
internal_weight=0 182.151 67.2168 75.364 114.934 96.5042 90.4761 41.0196 26.1972 16.3755 19.2754 24.6441 19.0153 21.7255 18.4302 9.01347 13.9876 9.82645 6.61858 21.3656 6.02809 2.90074 71.7356 71.7255 4.47164 5.62889
internal_count=3105175 2587771 768635 517404 1819136 1587360 1472745 493965 274670 202901 244585 291064 229242 234021 231776 109984 176954 125263 81831 225532 114615 66830 446004 445753 40649 61822
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=262656 3 12584960 11011578 10488178 836 1028 688 267 466 2099554
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=29
num_cat=14
split_feature=1 4 2 0 0 3 5 4 3 7 4 2 3 8 0 0 2 2 4 2 2 3 4 2 2 3 4 8
split_gain=11.8847 5.82595 4.41013 3.52657 1.93227 0.865086 0.796791 0.639441 0.553817 0.463847 0.391097 0.309857 0.307136 0.247601 0.21981 0.168739 0.127111 0.0914394 0.0790632 0.0764121 0.0443433 0.0230082 0.0224761 0.0219405 0.0140428 0.01025 0.00270353 0.0010225
threshold=0 3.5000000000000004 2.5000000000000004 1 2 3 4 1.0000000180025095e-35 5 6 10.500000000000002 6.5000000000000009 7 8 9 10 15.500000000000002 1.0000000180025095e-35 8.5000000000000018 8.5000000000000018 15.500000000000002 11 20.500000000000004 13.500000000000002 109.50000000000001 12 7.5000000000000009 13
decision_type=9 2 2 9 9 1 1 2 1 1 2 2 1 1 9 9 2 2 2 2 2 1 2 2 2 1 2 1
left_child=1 2 5 12 6 13 24 19 14 15 11 -10 26 -1 17 23 22 -5 -19 25 -21 -8 -14 -2 -4 -6 -3 -16
right_child=9 3 4 8 7 -7 21 -9 10 -11 -12 -13 16 -15 27 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00074078902978398512 0.061659504726802622 -0.00087503842520693452 0.021744303932434764 0 0 -0.030254022069305605 0 -0.01479006269641372 -0.017685207536974622 0 0 0 0.036258045165773946 -0.0054973873979978424 0 0 0 0.011736505768920789 0 0.0062349106754405583 0 -0.002286571552334415 0 0 0 -0.0015146828037752855 0 -0.00048645085787867064
leaf_weight=6.6532569697537838 16.383715349711569 5.3083441958151525 32.41864300020643 1.3937558419384002 1.4989440036915767 41.722439547642352 1.4787047370355137 15.768284104942721 17.377362864026519 1.9341788167112124 0.65557997053110639 1.1634272891024 40.448154855774192 52.051446241738631 0.33848886928171851 3.7781207089556146 0.1493027793312639 4.0080414408475917 0.33448784078063898 1.0631861885231044 0.38654601746384276 4.0061215348669057 0.026258582280205611 0.013604966137790053 0.029165453872336822 4.6764915688945647 0.79273459608702967 3.210034388603161
leaf_count=72709 23389 80242 243181 30166 24500 796151 18173 212981 217778 47501 13554 14406 474972 564479 5066 7876 3291 40898 4151 19020 5923 50086 940 358 713 70048 14137 48551
internal_value=0 0 -0.011356 0.0178527 0.00510657 -0.0225713 0.0154728 -0.00693245 -0.00362678 0.0515677 -0.0104702 -0.0155382 0.0279802 -0.00173733 0.00144939 0.0534245 0.0314641 0.00713445 0.0106481 0 0.00492916 0 0.0362073 0.0506874 0.0216874 0 0 0
internal_weight=0 236.959 161.753 75.206 61.3261 100.427 37.9326 23.3935 28.4812 22.1096 19.1964 18.5408 46.7248 58.7047 9.28481 20.1754 40.6237 5.73629 4.34253 7.62517 1.44973 5.48483 40.4744 16.3973 32.4478 6.17544 6.10108 3.54852
internal_count=3105240 3026116 2077964 948152 644625 1433339 312153 332472 374570 79124 245738 232184 573582 637188 128832 31623 479203 75215 45049 119491 24943 68259 475912 23747 243894 94548 94379 53617
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 13108144 2362886 960 2 594 1 22 12 2360330 10750562 288 640 4
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=28
num_cat=13
split_feature=1 4 2 0 0 3 5 3 4 3 0 7 8 4 2 2 2 2 4 2 3 3 4 2 2 3 2
split_gain=10.7973 5.19383 3.96477 3.04885 1.73687 0.81754 0.739562 0.704904 0.609896 0.485722 0.460449 0.336824 0.227114 0.194522 0.127254 0.080003 0.0749154 0.0517064 0.0589126 0.0462143 0.0311744 0.0237561 0.0218336 0.0143804 0.0202646 0.0106711 0.00896035
threshold=0 3.5000000000000004 2.5000000000000004 1 2 3 4 5 1.0000000180025095e-35 6 7 8 9 4.5000000000000009 15.500000000000002 6.5000000000000009 8.5000000000000018 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 10 11 20.500000000000004 1.5000000000000002 6.5000000000000009 12 109.50000000000001
decision_type=9 2 2 9 9 1 1 1 2 1 9 1 1 2 2 2 2 2 2 2 1 1 2 2 2 1 2
left_child=1 2 5 9 6 12 20 13 16 23 11 -2 -1 -5 22 -9 25 -15 -19 -18 -4 -8 -11 -3 -25 -6 -22
right_child=10 3 4 7 8 -7 21 15 -10 14 -12 -13 -14 17 -16 -17 19 18 -20 -21 26 -23 -24 24 -26 -27 -28
leaf_value=0.00068179647945556133 0.058065120723822652 -0.0019607133747269927 0 0 0 -0.02918830726539301 0 -0.015907023172030368 -0.014421686583610888 0.033411766838673564 0 0 -0.005210543346802269 0 0 0 0.0062448605143281535 0.010024875597217557 0 0 0.025125307953864168 -0.0023230043998212903 0 0.002451373996391051 0 -0.0015452448109328433 0
leaf_weight=6.6805904920547619 17.437122794370222 6.7194400855405529 12.784654676603168 2.7972582349702861 1.5140416377707879 40.492673058271066 1.481815552782791 13.99779134129858 15.571301249403403 42.700141319650356 3.928670196475653 1.7838235982635584 51.772991403047854 1.2507125223673936 0.16429794546820531 0.80515944873695922 1.0602766964311738 2.7195579799463308 0.2949311498850874 0.404348230389587 20.345022392790273 4.0225355728434797 0.028020464682412149 4.1618221918088238 0.74131747885803623 4.6903601173417 0.015854698580368587
leaf_count=72879 23747 128131 90885 35799 24592 792811 18176 181875 209636 477132 11565 43813 563176 27337 3718 10126 19148 31122 4656 6040 153438 50208 1002 45039 8715 70160 466
internal_value=0 -9.42658e-05 -0.0109303 0.016551 0.00446091 -0.0216819 0.0144192 -0.00463439 -0.00670707 0.0248364 0.0485979 0.0468762 -0.00148659 0.00199079 0.0290715 -0.0124154 0 0.00798008 0.0090419 0.00487949 0.0203422 0 0.0333604 0 0.000275032 0 0.0209299
internal_weight=0 237.217 160.836 76.3805 61.8902 98.9463 38.6499 21.8654 23.2403 54.515 23.1496 19.2209 58.4536 7.06246 42.8925 14.803 7.66903 4.2652 3.01449 1.46462 33.1455 5.50435 42.7282 11.6226 4.90314 6.2044 20.3609
internal_count=3105392 3026267 2071615 954652 642749 1428866 313173 290915 329576 663737 79125 67560 636055 98914 481852 192001 119940 63115 35778 25188 244789 68384 478134 181885 53754 94752 153904
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 13109232 2362886 960 2 594 70 10750562 1 12 323 288 640
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=30
num_cat=14
split_feature=0 2 4 0 4 3 4 0 3 3 2 0 2 3 2 2 2 4 4 3 2 3 0 0 8 4 4 2 3
split_gain=10.5326 5.87208 1.63479 0.959646 1.2391 0.923623 0.564708 0.416477 0.352477 0.339832 0.324199 0.339944 0.229401 0.210854 0.281215 0.210742 0.21182 0.107169 0.0605323 0.0254587 0.00874282 0.00853667 0.0547916 0.00436278 0.0313655 0.00321524 0.00145478 0.0013134 0.000333516
threshold=0 2.5000000000000004 2.5000000000000004 1 7.5000000000000009 2 1.0000000180025095e-35 3 4 5 3.5000000000000004 6 15.500000000000002 7 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 5.5000000000000009 13.500000000000002 8 108.50000000000001 9 10 11 12 20.500000000000004 1.0000000180025095e-35 10.500000000000002 13
decision_type=9 2 2 9 2 1 2 9 1 1 2 9 2 1 2 2 2 2 2 1 2 1 9 9 1 2 2 2 1
left_child=5 3 6 13 9 -1 8 12 15 -5 21 28 18 14 -2 16 -3 -16 -4 -6 25 22 -8 -10 -25 -7 -15 -9 -12
right_child=1 2 7 4 19 20 10 27 23 -11 11 -13 -14 26 17 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0 0 0 0.028892031150023645 0 0.0024630251428363571 0.037261380227954548 0.0039452196989372759 -0.00061960668823510473 0 -0.026769772448928128 0.00028561841581178129 -0.013495625432384818 0 0 0.012902287697340455 0 0.017386221544435639 0 0 0 0 0 0 0 -0.0028904915071991336 0 -0.0037107747108408428 0 0
leaf_weight=3.468960821895962 2.3668987925166203 3.3821901982482778 22.752989848802834 13.858661735191163 1.9661367930402773 75.613130347215701 2.3295181268258602 4.2108615223660335 1.7965456162182816 74.697616136544639 0.88314224915666273 16.642307760685075 0.35594611567103029 3.0342371648694115 6.3134479510526944 0.70554923746931386 6.6299549460327398 0.41145330276958691 0.091930600905469784 4.2539574134316345 0.0098925023648906985 2.2719905567355481 1.0612802514933721 0.16041645562654594 4.2792869613131215 0.0036370462621552182 6.3477828051672986 0.3200307608640286 1.2828115562351743
leaf_count=71127 27925 37411 226244 221985 34672 446904 23839 36512 26185 1247901 10256 198184 8469 41832 77981 11165 77536 4222 2152 81174 252 24513 12099 2165 50978 124 79310 4227 18046
internal_value=0 -0.00558953 0.011931 -0.0190309 -0.0213577 0.0309585 0 0.0229708 0.00648086 -0.0257805 -0.00821377 -0.0119045 0.0234071 0 0.00592085 0.0104107 0.0149596 0.0116371 0.0286678 0 0.0340228 0 0.00140264 0 -0.000990823 0.0372567 -0.00280142 0 0
internal_weight=0 182.407 69.1568 113.25 94.7764 79.0956 41.425 27.7318 16.9539 88.5563 24.4711 18.8083 23.2009 18.4738 9.0918 10.7177 10.0121 6.7249 22.8449 6.22009 75.6267 5.66279 3.3908 6.23625 4.4397 75.6168 9.38202 4.53089 2.16595
internal_count=3105390 2586983 769981 1817002 1585732 518407 492377 277604 205440 1469886 286937 226486 236865 231270 110128 126112 114947 82203 228396 115846 447280 60451 35938 79328 53143 447028 121142 40739 28302
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=262656 12584960 3 11011578 752 64 1028 688 786 724 2099554 2097440 8 392
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=30
num_cat=17
split_feature=1 4 2 0 0 3 4 2 3 0 4 2 7 8 0 2 3 0 3 3 8 0 2 0 2 2 4 0 4
split_gain=9.9672 4.61329 3.53906 2.69252 1.45091 1.19309 0.717026 0.605871 0.534476 0.477434 0.45413 0.269483 0.25816 0.245533 0.601542 0.245059 0.215259 0.202244 0.177523 0.146696 0.144251 0.129425 0.0755049 0.0614448 0.0319902 0.0200234 0.0130364 0.00354654 0.00121212
threshold=0 3.5000000000000004 2.5000000000000004 1 2 3 1.0000000180025095e-35 3.5000000000000004 4 5 10.500000000000002 108.50000000000001 6 7 8 15.500000000000002 9 10 11 12 13 14 15.500000000000002 15 13.500000000000002 13.500000000000002 20.500000000000004 16 7.5000000000000009
decision_type=9 2 2 9 9 1 2 2 1 9 2 2 1 1 9 2 1 9 1 1 1 9 2 9 2 2 2 9 2
left_child=1 2 8 16 5 -4 20 10 13 12 19 -8 25 17 -15 -7 28 -1 23 27 -6 -22 26 24 -9 -2 -18 -5 -3
right_child=9 3 4 7 6 15 11 18 -10 -11 -12 -13 -14 14 -16 -17 22 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.006807029257776518 0.054462614760941323 -0.00058676702133847014 -0.00087298637661689681 0.0009231536190620524 0 0.026352090861799366 -0.015350577114380114 0.011946369266425694 -0.027991203205027817 0 0 0 0 0.00081175649267244414 -0.010731118992255408 0 0.031385235370847975 0 0 -0.014177704401268212 0.0080506673058447411 0 0 0 0 0 0 0 0
leaf_weight=4.0035518139611668 18.541604519050452 5.2059043733352155 7.4126662923281401 1.6156562062278679 2.4512445155487512 21.437517020554886 20.796007013439525 3.0510685937824751 39.154541494279329 3.8991089658848095 1.2203301270474174 0.071143607452539892 1.7662273506121042 12.572623630034284 39.525174583664011 1.3078579042576155 39.254102810067707 2.7489908695606573 2.9109567292725833 20.588718042228727 8.1248012913802068 1.1956418792888133 0.10446649620280268 0.75667172131034055 0.12881169146021409 0.01445496189989981 0.017961955125428086 2.4450489307218959 0.74100983599601011
leaf_count=32020 23389 77636 78588 19757 31412 147419 251071 30514 791290 11565 29615 1035 43812 178223 383080 16519 404448 40447 37638 292465 103965 14284 2049 9337 2900 358 635 37439 12384
internal_value=0 -0.000699354 -0.0109148 0.0147588 0.00343934 0.0140155 -0.00501301 -0.00236527 -0.0211064 0.0456552 -0.0105093 -0.0135031 0.0441897 -0.00188259 -0.00554539 0.0211121 0.0242201 0.000526679 0.00312516 -0.0140003 0.000543995 0.00543123 0.0272286 0.00697103 0.00884575 0.0544166 0.0313512 0 0
internal_weight=0 238.842 160.802 78.0407 62.7969 30.158 32.6388 32.7173 98.0049 24.2214 25.8698 20.8672 20.3223 58.8503 52.0978 22.7454 45.3234 6.75254 6.84751 24.6494 11.7717 9.32044 39.3765 3.93655 3.17988 18.5561 39.2721 4.06071 5.94691
internal_count=3105294 3026170 2069353 956817 644293 242526 401767 459665 1425060 79124 379276 252106 67559 633770 561303 163938 497152 72467 80389 349661 149661 118249 407132 42751 33414 23747 405083 57196 90020
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 13108112 2360838 75 960 10750562 1 12 10758152 22 834 720 544 2 8391024 2360418 264264
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=30
num_cat=13
split_feature=1 3 0 0 5 4 2 3 6 0 2 4 8 6 7 2 0 2 4 2 4 4 0 2 2 4 2 2 4
split_gain=8.9721 4.24229 3.32757 2.70793 2.30251 2.09242 1.20437 0.677761 0.571996 0.51664 0.472682 0.403206 0.432744 0.479443 0.215026 0.183139 0.103874 0.10035 0.0604335 0.0556741 0.0505052 0.0415958 0.0382218 0.0339039 0.0149704 0.0053835 0.00185183 0.0119968 0.00011786
threshold=0 1 2 3 4 3.5000000000000004 7.5000000000000009 5 6 7 1.0000000180025095e-35 6.5000000000000009 8 9 10 1.0000000180025095e-35 11 5.5000000000000009 10.500000000000002 12.500000000000002 1.0000000180025095e-35 13.500000000000002 12 15.500000000000002 109.50000000000001 20.500000000000004 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004
decision_type=9 1 9 9 1 2 2 1 1 9 2 2 1 1 1 2 9 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 2 4 5 21 8 -5 15 -3 14 -7 12 22 -14 -2 -4 17 -17 19 20 -6 24 -9 25 -1 -12 -13 -28 -10
right_child=9 3 7 6 18 10 -8 11 28 -11 23 26 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.027509678906401359 0.051187960169497018 -0.013736105109588835 0 -0.032379056000025892 0 0 0 0.0028322063913527179 0.00018916506196255123 0 0.02209489153235877 0.00076362125690192771 -0.020671049625285001 0 0 0.012531189354022934 0 0 0 0 -0.0070171768287949051 0 0 0 0 0 -0.0018885988449160837 0 0
leaf_weight=67.228330512715729 19.591367263074059 30.276564771364974 1.4709339942364748 43.93919415102846 0.62919226350277213 6.5507161917776129 5.926136736999978 7.64981033929962 2.9370784472193914 3.8991089658848095 11.768796884165562 1.7574128522428498 29.244349947817682 7.4515997374455756 1.7664147046434724 4.656513352829279 0.99407524334674224 0.39825683446360916 0.043787900216557207 0.47300197384356568 6.5656749158770253 0.066653062882322867 3.9372852197666361 0.069547463939671483 0.023934172997541192 0.010979189195496342 3.6347104153683181 0.24222450230445236 0.79796735130912555
leaf_count=415724 23747 452815 25655 792548 9182 135113 87379 110080 23763 11565 121252 39088 430070 94843 43813 53365 14164 4368 968 6344 97077 926 58237 1312 469 389 42703 2411 6291
internal_value=0 -0.00066352 0.00878482 -0.0142578 0.0199466 0 -0.0254462 -0.00437937 -0.0093975 0.0429212 0.0177629 -0.00949955 -0.0131405 -0.0152535 0.0417523 0.00311327 0.00818443 0.00875503 -0.00188778 -0.0044285 -0.00590163 0.027391 0 0.0218599 0.0274783 0.0220628 0 0 0
internal_weight=0 238.745 136.468 102.277 75.0306 52.4117 49.8653 61.4372 34.0116 25.2569 18.4 53.9174 48.283 36.6959 21.3578 7.51978 6.04885 5.05477 7.71166 7.66787 7.19487 67.3189 11.5871 11.8493 67.2523 11.7798 5.63435 3.87693 3.73505
internal_count=3105661 3026536 1405674 1620862 530690 740935 879927 874984 482869 79125 258066 777432 693230 524913 67560 97552 71897 57733 113571 112603 106259 417119 168317 122953 416193 121641 84202 45114 30054
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 912 12586568 2622338 2 512 1 10750562 10 1 1 262450 2097426
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=23
num_cat=9
split_feature=0 2 3 4 1 3 0 4 2 2 4 2 4 0 4 8 2 4 0 4 4 3
split_gain=8.30988 5.28247 2.50723 1.65291 1.54514 3.3334 0.799465 0.529173 0.536318 0.49719 0.365941 0.325836 0.278778 0.278258 0.201805 0.117283 0.131517 0.0591547 0.0298953 0.00655117 0.00603743 0.00374453
threshold=0 1.5000000000000002 1 7.5000000000000009 2 3 4 4.5000000000000009 7.5000000000000009 11.500000000000002 6.5000000000000009 15.500000000000002 6.5000000000000009 5 9.5000000000000018 6 15.500000000000002 12.500000000000002 7 16.500000000000004 13.500000000000002 8
decision_type=9 2 1 2 9 1 9 2 2 2 2 2 2 9 2 1 2 2 9 2 2 1
left_child=4 3 9 -2 5 11 15 8 -7 12 -8 17 13 -3 -6 16 20 -1 19 -5 -4 -9
right_child=1 2 6 18 14 7 10 21 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.024528686229990545 -0.025983247479811979 0.026074117273169602 0.0083412266711861624 0.0036619904761827533 0.05251194876586928 -0.016324752584689278 -0.01743928598311555 0.00094869568938217802 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_weight=56.707430232538172 75.371911560064746 24.243889482206214 13.378592517628926 3.763196659396272 5.3993159829769857 24.969707246275 22.077861235336972 1.6047962365119017 2.3196796028169038 2.8378270042994691 2.0356550971155221 0.60767835579099383 3.2209499537766524 16.712740936509363 0.15309146085928649 4.7905677797080015 0.88585462976880158 0.10775607915274932 1.3382148343807774 0.091391507507068925 0.034929914729219358 2.0335733254414659
leaf_count=281408 1329785 283417 147209 73959 4803 309190 271742 9631 24137 39768 20577 8410 30799 156505 178 56279 13490 734 24367 2786 1022 15390
internal_value=0 -0.00607727 0.00728876 -0.0222244 0.0254325 0.0106627 -0.00506243 -0.0069553 -0.0127315 0.0183583 -0.0126622 0.0210963 0.0226654 0.0240068 0.0518543 0.00153334 0.00496781 0.0243741 0 0.00261092 0.00825405 0
internal_weight=0 170.784 90.2189 80.5647 93.903 88.3506 43.2035 30.9278 27.2894 47.0154 24.1135 57.4229 44.1776 40.9566 5.55241 19.0899 14.2994 56.8152 5.1928 3.85459 13.4135 3.63837
internal_count=3105586 2451705 1020808 1430897 653881 648900 510319 358348 333327 510489 292319 290552 470721 439922 4981 218000 161721 282142 101112 76745 148231 25021
cat_boundaries=0 1 2 3 4 5 6 7 8 9
cat_threshold=12845568 848 1 928 17402977 2097626 5 498 24
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=26
num_cat=15
split_feature=1 4 2 0 0 3 3 4 0 3 2 4 8 0 2 0 7 8 0 2 0 3 2 4 4
split_gain=7.90278 4.05132 2.96862 2.28951 1.21835 1.02955 0.677323 0.672324 0.514738 0.32201 0.261435 0.249481 0.237897 0.604857 0.211126 0.190813 0.152614 0.136361 0.12194 0.113087 0.112577 0.078437 0.041595 0.0275678 0.00440679
threshold=0 3.5000000000000004 2.5000000000000004 1 2 3 4 1.0000000180025095e-35 5 6 108.50000000000001 12.500000000000002 7 8 15.500000000000002 9 10 11 12 15.500000000000002 13 14 7.5000000000000009 20.500000000000004 16.500000000000004
decision_type=9 2 2 9 9 1 1 2 9 1 2 2 1 9 2 9 1 1 9 2 9 1 2 2 2
left_child=1 2 9 19 5 -4 20 17 16 12 -9 -8 15 -14 -7 -1 -2 -6 -19 21 22 -3 24 -23 -5
right_child=8 3 4 6 7 14 11 10 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0065981532814471154 0.047694583827584208 0 -0.0005794720756086652 0.0082366276819737204 0 0.023809259849983881 -0.016342573784789715 -0.014909896548623878 0 -0.025874956726840995 0 0 0.00090115376746046629 -0.010689780572120148 0 0 0 0.0078025896813193486 0 0 0 0.02577834940169656 0 0 0
leaf_weight=4.0896723993610067 20.761815151612605 2.9861969075791421 7.2727475505816983 4.1838419134710421 2.4428958679727657 22.49305583404567 14.226351187666296 20.532952527735691 3.8627732292698083 36.894870588714639 0.069866726385952371 0.20644632618132241 12.526033934029327 39.487715594841575 1.3028369134062803 2.7047501257820841 1.749508864557362 8.2355161549585301 1.1625592230247992 0.21483053317933709 2.4524051076386968 54.264967456687373 0.25834246049998899 0.047437157058083268 0.025825016957241931
leaf_count=32197 23747 59621 78390 52742 31588 148699 169690 253951 11565 787673 1192 4813 175964 383348 16585 40256 43815 105955 14728 4965 34233 625045 2516 1722 739
internal_value=0 -0.000418861 -0.0101688 0.0138868 0.00264667 0.0125531 -0.003839 -0.00475729 0.0400823 -0.0196622 -0.0130512 -0.0118204 -0.00184142 -0.00545975 0.0191161 0.000436474 0.0391306 0.000377416 0.00526548 0.0209956 0.00229928 0.0236983 0.00569259 0.0229818 0.00815492
internal_weight=0 238.082 159.215 78.8666 63.5124 31.0686 21.3532 32.4438 26.3741 95.703 20.6028 14.4328 58.8082 52.0137 23.7959 6.79442 22.5113 11.841 9.39808 57.5134 6.92041 57.2986 4.46801 54.3124 4.20967
internal_count=3105739 3026612 2070526 956086 651088 243674 264733 407414 79127 1419438 255143 174503 631765 559312 165284 72453 67562 152271 120683 691353 90230 686388 55997 626767 53481
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 15205360 2360838 75 594 10750562 960 12 10758152 834 1 2 8391024 263178 6
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=40
num_cat=22
split_feature=0 2 4 1 4 2 4 2 3 0 4 4 3 0 3 2 2 0 3 0 0 2 3 2 4 3 8 4 0 8 2 3 8 3 0 0 4 3 2
split_gain=7.50309 4.63173 1.30261 1.10155 1.4742 2.05637 0.708464 1.65327 0.757888 1.01884 0.447486 0.421232 0.472823 0.37318 0.331104 0.324582 0.293951 0.320166 0.249784 0.22911 0.19929 0.196135 0.192607 0.19126 0.18875 0.123235 0.0567489 0.0527502 0.0281354 0.0498192 0.0225096 0.0728783 0.0416797 0.00798609 0.05263 0.00369415 0.00340357 0.00230551 0.000817913
threshold=0 2.5000000000000004 2.5000000000000004 1 4.5000000000000009 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 2 3 1.0000000180025095e-35 1.0000000180025095e-35 4 5 6 2.5000000000000004 3.5000000000000004 7 8 9 10 12.500000000000002 11 15.500000000000002 9.5000000000000018 12 13 13.500000000000002 14 15 1.0000000180025095e-35 16 17 18 19 20 20.500000000000004 21 10.500000000000002
decision_type=9 2 2 9 2 2 2 2 1 9 2 2 1 9 1 2 2 9 1 9 9 2 1 2 2 1 1 2 9 1 2 1 1 1 9 9 2 1 2
left_child=3 6 10 4 5 11 7 22 9 -9 14 18 -13 38 20 36 33 -18 -1 -10 21 -3 -2 27 -5 -7 -21 37 -16 -30 31 32 -8 34 -12 -32 -6 -15 -4
right_child=1 2 13 24 15 25 30 8 19 -11 16 12 -14 23 28 -17 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 35 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.00543955147031996 0 0.017753171550863391 -0.00048928036797418197 0.04991803807564954 0.027879413447896708 0 0.0063510358322661845 0.012745524863395885 0 -0.0047179281708528194 0.0038564307408850279 0 -0.014614073277677482 0 0 0 0 -0.012863494442601498 -0.0043229316078141691 0 0 0 -0.029494853935428805 0 0 0.017557442738988273 -0.014081776228594235 0 0 -0.0043724139169007059 0 0 0 0 0 -0.00092259985570490924 0 0.023539805711301907 0
leaf_weight=14.054258998985459 6.0958829895480449 7.3643916083710792 4.1658023840209353 5.3433978644479785 7.5326317050075868 2.971554186082356 1.3723248483001951 24.742888503817085 1.5394441266375907 8.2769501128477696 2.3655947341485444 2.7807584804504586 30.256551971740919 2.8688691353345348 2.1933148764801444 3.1877593726749183 2.2033342635440931 16.231085052546408 8.0765211076213763 2.2446707478738972 2.282387871287936 0.53433488765222126 38.004976059548426 0.34909062599035579 0.15219308652376629 11.033709292225465 21.682842887568775 0.094111582217009437 0.16070069060697278 4.9652077025020871 0.14754205242934404 1.1378174785404547 0.6259882944432319 2.2897262548704047 1.0448987463714732 3.3998456992321739 0.0053591379801217745 21.513674376868963 0.31718526685654058
leaf_count=78369 91799 88239 35069 3393 36757 18043 31701 320637 28319 122862 23867 29656 226437 32003 30223 8809 30274 196093 90433 32917 22078 9021 767351 8591 143 36088 317001 2158 2201 57631 2423 22799 14509 25007 12067 48353 188 197609 4316
internal_value=0 -0.00510593 0.00994663 0.0251687 0.010073 0 -0.0174369 -0.0193081 -0.000561015 0.00407307 0 -0.00843819 -0.0127681 0.0196982 0.00525455 0.0252148 -0.00764428 -0.0112251 0 -0.00988372 0.00959777 0.0127331 -0.0298293 0.0203117 0.0492742 0.018152 -0.0124063 0.0248112 0 -0.00249697 0 0.00260635 0.00476575 0 0.00135634 0 0.0278612 0.0250272 0
internal_weight=0 180.215 70.9437 85.3947 79.8991 69.1734 109.271 102.588 58.4868 33.0198 41.635 55.1681 33.0373 29.3087 17.5003 10.7258 24.1346 18.4344 22.1308 25.467 10.1811 7.89873 44.1009 24.8257 5.49559 14.0053 23.9275 24.4767 7.31922 5.12591 6.68352 3.13613 1.99831 5.70022 3.41049 3.54739 7.53799 24.3825 4.48299
internal_count=3105434 2577118 776447 528316 524780 479026 1800671 1680886 821736 443499 496701 424895 256093 279746 209393 45754 287308 226367 168802 378237 119338 97260 859150 240361 3536 54131 349918 231770 90055 59832 119785 69009 46210 60941 35934 50776 36945 229612 39385
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
cat_threshold=4456960 1 736 10496274 32 1177605 240 1028 449 64 10487922 256 75 4 2097440 8 466 1 724 2099554 16 36
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=38
num_cat=21
split_feature=0 2 4 1 3 4 2 3 0 4 0 3 2 2 0 0 6 2 0 2 4 2 4 8 4 3 0 8 2 3 8 3 0 0 4 2 3
split_gain=7.22343 4.24184 1.18557 0.94922 1.41357 0.668723 1.4842 0.669629 0.959441 0.41029 0.364676 0.314857 0.312427 0.282034 0.309452 0.223032 0.208722 0.200595 0.196439 0.187248 0.183552 0.182506 0.091046 0.0617125 0.050358 0.0290237 0.0270548 0.0494285 0.0220088 0.0724396 0.0416012 0.00745932 0.052526 0.00376051 0.00125331 0.00077329 0.000135208
threshold=0 2.5000000000000004 2.5000000000000004 1 2 7.5000000000000009 1.0000000180025095e-35 3 4 1.0000000180025095e-35 5 6 5.5000000000000009 3.5000000000000004 7 8 9 15.500000000000002 10 12.500000000000002 9.5000000000000018 15.500000000000002 7.5000000000000009 11 13.500000000000002 12 13 14 1.0000000180025095e-35 15 16 17 18 19 20.500000000000004 10.500000000000002 20
decision_type=9 2 2 9 1 2 2 1 9 2 9 1 2 2 9 9 1 2 9 2 2 2 2 1 2 1 9 1 2 1 1 1 9 9 2 2 1
left_child=3 5 9 4 17 6 16 8 -8 11 35 18 22 31 36 -9 -2 34 19 -3 -5 24 -6 -17 25 -12 -13 -28 29 30 -7 32 -11 -30 -1 -4 -15
right_child=1 2 10 20 12 28 7 15 -10 13 21 26 -14 14 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 33 -31 -32 -33 -34 -35 -36 -37 -38
leaf_value=0.018375892184648492 -0.030121555738508152 0.017249513309519845 -0.0004757786266598875 0.048768960296805282 -0.0096343190312629268 0.0063250865247469375 0.012174698783879494 0 -0.0046942085886256431 0.0038317295839025052 0 0 0 0.00018176247080567038 -0.012562451440965386 0 0 0 0 0 0 0 0 -0.013595336590259669 0 0.022729644354435367 0 -0.0043280625038936886 0 0 0 0 0 -0.00093081050981222262 0 0 0
leaf_weight=57.833159378655182 38.687118415982695 7.5248248704065173 4.1611686102132808 5.6154114580567684 18.687367803082459 1.3824206994322592 25.072225465567499 1.5452711652355902 8.2649415696178021 2.3756687750683341 3.7847393258525699 2.1947001282514975 2.3658833965564545 0.92551340193676879 16.037547859157716 2.2392200378380949 4.2735209444454076 0.51022298693169332 2.2816356547518799 0.52633277080894902 0.15219308652376629 0.35135255435125046 0.52326761343283479 21.335685055171787 0.094693754990656909 21.104937000296573 0.15942462509337929 4.9443705826743125 0.14754205242934404 1.1377040663919609 0.62554311305029875 2.2768693883135738 1.0544412268554881 3.4034435076955565 0.0031235352216744108 0.32053620613078226 1.3022396879132432
leaf_count=276147 787033 90378 35632 3393 225390 32028 324306 28789 123423 23857 41623 30257 14489 10823 195940 32842 62111 4669 22093 8972 143 8660 4055 315679 2162 189878 2248 58172 2423 23118 14577 25039 12167 48607 103 4441 19802
internal_value=0 -0.00481243 0.00942891 0.0248728 0.0100489 -0.0167454 -0.0185899 -0.000527952 0.00362257 0 0.0186798 0.00496502 -0.00256701 -0.00736637 -0.0109139 -0.00940369 -0.0287325 0.0158894 0.00926733 0.0123753 0.0481349 0.0193721 -0.0085634 -0.0119203 0.0236582 0.0238715 0 -0.00244915 0 0.00257683 0.00474167 0 0.00131055 0 0.0183717 0 0
internal_weight=0 179.536 71.421 85.6906 79.923 108.115 101.418 58.4573 33.3372 41.6036 29.8174 17.6313 21.5765 23.9723 18.2653 25.1202 42.9606 58.3465 10.3328 8.05116 5.7676 25.3357 19.2106 23.5749 24.9844 24.8897 7.2985 5.1038 6.69665 3.14567 2.00796 5.70698 3.43011 3.55099 57.8363 4.4817 2.22775
internal_count=3105469 2577080 782144 528389 524853 1794936 1674183 825039 447729 499748 282396 212120 243934 287628 226565 377310 849144 280919 121443 99350 3536 242323 229445 348521 233663 231501 90677 60420 120753 69723 46605 61063 36024 51030 276250 40073 30625
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=4456960 1 936 736 10496274 1177605 240 1028 64 1 10487922 4 44 2097440 8 466 1 724 2099554 16 392
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=30
num_cat=15
split_feature=1 4 2 0 0 4 0 4 3 3 3 4 3 0 8 7 3 2 2 2 2 2 4 3 3 4 2 8 4
split_gain=6.72444 3.29504 2.41712 1.95109 1.02425 0.59759 0.531235 0.50345 0.382057 0.353558 0.329277 0.209936 0.222817 0.207835 0.102537 0.100563 0.0932477 0.0754993 0.0754325 0.0730839 0.0441859 0.0417006 0.0202885 0.0139997 0.0124159 0.00546158 0.00526854 0.0044425 0.000404925
threshold=0 3.5000000000000004 2.5000000000000004 1 2 1.5000000000000002 3 1.0000000180025095e-35 4 5 6 1.0000000180025095e-35 7 8 9 10 11 15.500000000000002 1.0000000180025095e-35 8.5000000000000018 15.500000000000002 9.5000000000000018 20.500000000000004 12 13 4.5000000000000009 109.50000000000001 14 16.500000000000004
decision_type=9 2 2 9 9 2 9 2 1 1 1 2 1 9 1 1 1 2 2 2 2 2 2 1 1 2 2 1 2
left_child=1 2 9 10 5 11 15 19 25 13 18 16 -13 23 -15 -2 -4 22 -3 24 -21 -20 -12 -1 -6 -5 -7 -25 -27
right_child=6 3 4 8 7 26 -8 -9 -10 -11 17 12 -14 14 -16 -17 -18 -19 21 20 -22 -23 -24 27 -26 28 -28 -29 -30
leaf_value=0 0.043539946220038095 -0.0030266024539085915 0 0 0 0.019195236001194053 0 -0.012905988178711967 -0.0099555732098635958 -0.024059268853301469 0.025696794220062089 0 -0.0081282587855044473 0 -0.0067892431710846399 0 0.0063127138816754932 0 0.004416877278619012 0.0061415684276712509 0 0 0 0 -0.0016657771573563508 0.0013422397373750944 0 0.0022130151279207036 0
leaf_weight=1.7549819051509985 22.226965361933249 6.0921311868114598 4.9695447202102514 1.7334765754112593 1.5619728328510973 12.783565846160851 3.845989734643811 14.778274704362046 12.195448806694914 35.056496873116885 43.977728329680758 4.1013815098613122 8.9794110521906969 5.0349859375746746 37.234097773632129 1.7415787529225841 10.790207526637458 0.13114004626186115 13.094131081528754 1.0904991650095324 0.39256131015645213 0.54356754754917425 0.035026401452340816 9.1145312737808108 4.7451281388239321 2.5626169991592183 0.012533880140836895 5.003897662963479 0.015254163936333387
leaf_count=28992 23747 125883 36882 22198 26161 91011 11563 208271 161368 784776 448909 34327 84663 43006 320763 43808 71342 2975 148454 21030 5998 7436 1284 155407 74651 33711 322 86142 476
internal_value=0 -0.000309019 -0.009301 0.0123237 0.00189101 0.0102296 0.036582 -0.00570521 -0.00443872 -0.0180293 0.0183984 0 -0.00483672 -0.00117568 -0.00520233 0.0359519 0.00488401 0.0223946 0 0 0.00481806 0.00311604 0.0256373 0.000225635 0 0 0.0191603 0.00162815 0.00129479
internal_weight=0 237.785 157.404 80.3805 64.2051 41.6366 27.8145 22.5684 16.5068 93.199 63.8737 28.8405 13.0808 58.1425 42.2691 23.9685 15.7598 44.1439 19.7298 7.79016 1.48306 13.6377 44.0128 15.8734 6.3071 4.31135 12.7961 14.1184 2.57787
internal_count=3105556 3026438 2073744 952694 654658 318547 79118 336111 217753 1419086 734941 227214 118990 634310 363769 67555 108224 453168 281773 127840 27028 155890 450193 270541 100812 56385 91333 241549 34187
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 15206392 2362886 10750562 578 960 102 136 2367818 12 1 267 512 640 1
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=40
num_cat=20
split_feature=0 2 4 1 4 2 4 2 3 0 3 0 4 3 4 2 2 0 0 2 0 3 3 3 3 4 2 4 3 2 4 4 2 3 8 3 3 3 4
split_gain=6.67323 3.80028 1.00827 0.964519 1.37243 1.85815 0.611548 1.22978 0.619989 0.43695 0.955519 0.411037 0.390999 0.464617 0.357779 0.340484 0.326309 0.29778 0.288598 0.262434 0.306306 0.260732 0.227441 0.22413 0.190075 0.181114 0.150355 0.147425 0.137536 0.11799 0.033535 0.0323571 0.0198038 0.0706687 0.0431225 0.00691143 0.00516747 0.00389097 0.00320636
threshold=0 2.5000000000000004 2.5000000000000004 1 4.5000000000000009 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 2 3 4 5 1.0000000180025095e-35 6 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 7 8 3.5000000000000004 9 10 11 12 13 9.5000000000000018 15.500000000000002 10.500000000000002 14 15.500000000000002 13.500000000000002 7.5000000000000009 1.0000000180025095e-35 15 16 17 18 19 20.500000000000004
decision_type=9 2 2 9 2 2 2 2 1 9 1 9 2 1 2 2 2 9 9 2 9 1 1 1 1 2 2 2 1 2 2 2 2 1 1 1 1 1 2
left_child=3 6 14 4 5 12 7 21 11 10 -4 -9 23 -14 17 38 27 24 -10 35 -21 -2 31 -1 -3 -5 30 -11 -7 -26 -12 -18 33 34 -8 -16 -19 -34 -6
right_child=1 2 9 25 15 28 32 8 18 16 26 -13 13 -15 19 -17 22 36 -20 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 -32 -33 37 -35 -36 -37 -38 -39 -40
leaf_value=0.0051034245051454329 0 0 0 0.046564233705716968 0.026474769985885761 0 0.0062511899958864582 0.0099322056387656857 0 -0.0097175121497095635 0.031512338989882704 0 0 -0.014352181606016624 0.001261197342374407 0 0.012342779040286038 0 -0.011198385703597949 0 -0.012215833586977986 -0.027897588534847986 0 -0.0041560419567277657 0.016018300355136298 0 0 0 0.016541464614943342 0 0 0 0 0 0 0 -0.0010543090929408256 -0.00094674235952463953 0
leaf_weight=14.226948294113752 8.2926964086991575 2.2728226293093003 2.837626287730016 6.1490543854197304 7.9491051088007207 2.995948698715436 1.4111954645031799 15.485306742230021 8.5126093833669056 8.7642171717179735 15.619327554673871 4.8899669921047488 2.7862239720852813 30.041589711252527 3.4512332479171164 3.26820107470121 1.1542786215995864 0.84067983969725901 29.813795362693781 2.2104906373115227 15.816224274987691 33.503394484932414 1.8306100498284652 7.9928060110141841 7.9237523607371259 0.15873915046176978 0.20934894061611053 0.14982281060292812 11.478140705386975 0.35369216673825565 0.046074928743110699 0.12585947047227808 0.19536800097557716 1.1396689621396938 0.63817499830656776 2.2872401381919216 6.4881052642122112 3.4104189929803401 0.0053494967596633405
leaf_count=78555 157527 32416 39533 3393 36806 18061 32249 200014 116023 56197 156839 76740 29637 227030 36087 8809 10527 5964 433038 30644 193093 686740 13263 90598 119654 143 5344 1357 36351 6310 1122 1107 1683 23277 14642 25371 50143 49566 188
internal_value=0 -0.00487325 0.00840121 0.0235311 0.00923155 0 -0.0162474 -0.0180163 -0.000802666 0.0168813 0.0192154 0.00434036 -0.0083088 -0.0124774 0 0.023704 0 0.00442125 -0.00808474 -0.00700979 -0.0104715 -0.0275766 0.0057028 0 0.008799 0.0459224 0.0252713 -0.00749545 0.0169052 0.0118503 0.0313796 0.00901015 0 0.00244274 0.00463851 0 0 0 0.0264569
internal_weight=0 179.674 72.3814 87.0521 80.7443 69.5217 107.293 100.498 58.7017 30.7372 18.7124 20.3753 55.0476 32.8278 41.6442 11.2227 12.0248 17.8791 38.3264 23.7652 18.0267 41.7961 3.11075 22.2198 10.5503 6.30779 15.8748 8.91404 14.4741 8.27744 15.6654 1.28014 6.79483 3.18904 2.04937 5.73847 7.32879 3.60579 7.95445
internal_count=3106041 2576470 784971 529571 526035 480232 1791499 1670082 825815 285289 202838 276754 425820 256667 499682 45803 82451 214487 549061 285195 223737 844267 24897 169153 158380 3536 163305 57554 54412 125964 157961 11634 121417 70168 46891 61458 56107 51249 36994
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=4456960 1 608 11011322 39 10496274 32 10486130 2112 1028 257 113 449 259 75 466 1 724 16 512
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=24
num_cat=10
split_feature=0 3 0 5 4 2 4 3 0 2 3 2 4 2 6 7 2 2 4 2 2 4 0
split_gain=6.54976 4.42276 1.96098 1.41313 1.11708 1.07816 0.689339 0.612465 0.243139 0.193682 0.190376 0.273427 0.178218 0.297785 0.174836 0.165163 0.147128 0.120905 0.0789299 0.0128882 0.00531245 0.00267947 0.00109309
threshold=0 1 2 3 10.500000000000002 7.5000000000000009 1.5000000000000002 4 5 15.500000000000002 6 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 7 8 2.5000000000000004 15.500000000000002 13.500000000000002 8.5000000000000018 109.50000000000001 20.500000000000004 9
decision_type=9 1 9 1 2 2 2 1 9 2 1 2 2 2 1 1 2 2 2 2 2 2 9
left_child=7 2 3 6 5 14 12 -1 9 -7 -4 -12 13 -2 -3 17 -5 21 20 -18 -8 -9 -6
right_child=1 4 10 16 22 8 18 15 -10 -11 11 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24
leaf_value=0 0 -0.026563277063181141 0 -0.0062768390415099788 0.00051767646929888557 0.011489525147965791 0.0265789604567605 0.029067405367672022 -0.003485902804322559 0 -0.014291116859589307 0 -0.0031540319280528618 0.010131133627900767 0 0 0.0019958646040296978 0 0 0 0 0 0
leaf_weight=3.0776698948466219 2.7980632533090111 66.664989560885715 1.5656795221239008 7.3434821063888176 0.78873128670238657 3.1862383571751707 40.302619247850998 79.983297669272361 4.5525463356098026 0.92549367997162324 14.33447081754275 1.0179727113500128 8.2029881847956858 12.67339216061009 13.360696769976128 0.2526828720492621 2.3540334007120696 1.05640496849628 0.13180114527676678 1.090242241936721 0.0088241387129518456 0.0040244541723940533 0.62445846492664603
leaf_count=72090 41121 1095539 22430 138341 14776 33890 430294 448842 65257 15772 220825 16755 105729 153925 151654 2327 33854 12709 2854 12061 276 134 13829
internal_value=0 -0.00448946 0.00770487 0.0148615 -0.0177706 -0.0216587 0.0211067 0.0237815 0 0.00654568 -0.00688673 -0.00967246 0 0.00555299 -0.0245771 0.026098 0 0.0287353 0.0263263 0 0.0265631 0.0290627 0
internal_weight=0 181.927 91.8236 74.9054 90.1032 88.69 64.1177 84.3741 8.66428 4.11173 16.9181 15.3524 23.6744 15.4715 80.0257 81.2964 10.7878 81.0437 40.4432 3.44428 40.3114 79.9873 1.41319
internal_count=3105284 2569182 1178465 918455 1390717 1362112 734199 536102 114919 49662 260010 237580 300775 195046 1247193 464012 184256 461685 433424 45915 430570 448976 28605
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=12583424 848 2370002 2 3 2885920 512 1 1 1314
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=37
num_cat=16
split_feature=1 4 2 0 0 4 0 4 3 3 0 4 2 0 4 3 8 3 7 2 3 2 2 2 2 3 2 3 4 2 2 4 2 4 4 8
split_gain=5.92443 2.81667 2.11993 1.69239 0.871152 0.569922 0.521434 0.473613 0.449204 0.402242 0.364815 0.328743 0.245234 0.180002 0.173644 0.217997 0.172173 0.0936315 0.0737164 0.0691098 0.06398 0.059926 0.0673615 0.0440498 0.0437468 0.0223871 0.0165172 0.0121219 0.00846097 0.00430949 0.00315632 0.26921 0.0158306 0.00893371 0.00834089 0.000401145
threshold=0 3.5000000000000004 2.5000000000000004 1 2 1.5000000000000002 3 1.0000000180025095e-35 4 5 6 10.500000000000002 6.5000000000000009 7 1.0000000180025095e-35 8 9 10 11 8.5000000000000018 12 7.5000000000000009 1.0000000180025095e-35 15.500000000000002 15.500000000000002 13 13.500000000000002 14 20.500000000000004 109.50000000000001 5.5000000000000009 7.5000000000000009 9.5000000000000018 12.500000000000002 7.5000000000000009 15
decision_type=9 2 2 9 9 2 9 2 1 1 9 2 2 9 2 1 1 1 1 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 1
left_child=1 2 10 8 5 14 18 19 23 13 25 12 -11 21 17 -16 20 -4 26 27 -12 22 -5 28 -21 -1 -2 -6 -3 -7 31 -10 34 -33 -32 -15
right_child=6 3 4 9 7 29 -8 -9 30 11 16 -13 -14 35 15 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 32 33 -34 -35 -36 -37
leaf_value=0.0018489904010279452 0.040078531636178319 0.026188421027324799 0.0059384300010796118 0 0 0.017792113980310303 0 -0.012491988656020976 -0.0076845343446802928 -0.015502431840983211 0.0030962307376559313 0 0 0 0 -0.0079896359371052997 -0.020702798028410491 0 0 0.0060214875813925121 -0.0021481059984867035 0 0.0102785377330116 0 0 -0.0010644453667989775 0 -0.0016461017964178191 0 0 0.0028934244382181062 0.0018243751673346813 0 0 0 -0.00030496769190753605
leaf_weight=10.073769233584697 23.5133881059337 34.180240098176 9.0819120607193309 1.285306420189954 1.5820210891961324 13.292851377726034 3.8118841558498415 14.566437190987925 15.493393790467968 16.153427252760604 5.5871528614543422 0.67305569041491153 1.2440480942877901 0.33031377723091282 4.1041293695325294 8.9055578069419443 65.916773199712679 6.9988925182478878 1.7468247539400241 1.1257091831430441 3.943700319476191 0.33379850628989505 4.4575210180337308 0.074682251250122955 0.39820893830619741 6.4946383942424317 0.017176107974591015 4.736171508180635 0.014291890223829706 0.011131306284369979 1.0998542050674576 2.4084092811917794 0.5002532454109313 0.34485670280264447 0.15611192571304844 3.1313645589125358
leaf_count=167765 23389 313370 57427 27690 26410 92450 11537 207231 204651 211164 55267 13867 14728 5192 34056 84262 998927 50415 43785 21780 84220 3007 42670 1655 6099 115573 358 76020 515 324 8416 38054 6044 6770 1276 48915
internal_value=0 -0.000649688 -0.00901765 0.0108159 0.00124739 0.00921463 0.0336257 -0.00546363 0.017728 -0.0023837 -0.0172348 -0.00873463 -0.013501 0.0009299 0 -0.00467967 -0.0185887 0.00415243 0.0332172 0 0 0.00634275 0.0091106 0.0225111 0.0046822 0 0.0400336 0 0.0261603 0.0177618 0 -0.000517348 0.000766346 0.000752146 0.00237939 0
internal_weight=0 238.7 156.819 81.8809 64.803 42.3945 29.0893 22.4085 54.2721 27.6088 92.016 18.0705 17.3975 9.5383 29.0905 13.0097 75.4476 16.0808 25.2774 7.84211 9.53085 6.07663 5.74283 34.2692 1.52392 16.5684 23.5306 6.31819 34.1945 13.304 20.0029 18.2467 1.75622 2.75327 1.25597 3.46168
internal_count=3105279 3026210 2078226 947984 656474 318934 79069 337540 580751 367233 1421752 239759 225892 127474 226160 118318 1138414 107842 67532 130309 139487 73367 70360 315540 27879 283338 23747 102430 313885 92774 265211 249475 15736 44824 9692 54107
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 13108144 2362886 10750562 905 594 27371520 2360330 136 12 692 1 960 244 640 4
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=23
num_cat=11
split_feature=0 2 3 0 0 3 0 4 2 0 3 4 4 8 2 7 4 4 8 4 2 4
split_gain=5.74362 3.73118 0.999401 1.99436 1.32059 0.848877 1.21567 0.72211 0.610666 0.433305 0.283432 0.266522 0.234802 0.140808 0.0766999 0.07327 0.0523633 0.0229643 0.0107147 0.00945888 0.00245521 0.00242922
threshold=0 2.5000000000000004 1 2 3 4 5 11.500000000000002 13.500000000000002 6 7 1.5000000000000002 5.5000000000000009 8 15.500000000000002 9 12.500000000000002 1.0000000180025095e-35 10 13.500000000000002 108.50000000000001 20.500000000000004
decision_type=9 2 1 9 9 1 9 2 2 9 1 2 2 1 2 1 2 2 1 2 2 2
left_child=10 5 3 8 11 9 -7 -8 13 -2 -1 -4 -6 -3 19 20 -15 -5 -11 -13 21 -12
right_child=1 2 4 17 12 6 7 -9 -10 18 15 14 -14 16 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0 0.004524849346572035 0 0 0 -0.014899645376166219 0 -0.029448432143904402 0 0 0 0.027365485303481082 0.015906179717006492 0 0.036775993802038554 0 0 0 -0.0050506251732994108 -0.0081263851305878824 0 0 0
leaf_weight=2.5034535349459475 31.747509017036009 4.9994085841681226 7.5080204471851166 1.7954519142713232 24.045519025725302 12.69288213592972 52.199445667678901 0.8610038150291065 1.7439285174077657 1.582336036964989 73.599280752354389 7.9602370077900542 3.3910607795041861 19.710439548858641 0.23005113865656301 0.11812439805544173 0.060284079934716739 6.8606315045308293 14.420290751402717 0.027620217450021189 0.0039470969149978377 0.0039045398698352987
leaf_count=61773 453603 49396 105320 28057 229948 173242 999723 20663 27164 21999 347465 83715 25059 183926 4535 654 894 84883 202401 693 134 130
internal_value=0 -0.00382875 0.00890323 0.0157223 0 -0.0149972 -0.0196335 -0.0247877 0.0247705 0 0.0229898 0.00945981 -0.0110399 0.0314402 0.0151247 0.0248181 0.0304852 -0.00340638 -0.00715135 0.0158219 0.0273558 0.0273607
internal_weight=0 191.836 78.3327 35.1701 43.1625 113.503 65.7533 53.0604 26.5141 47.7501 76.2287 15.7259 27.4366 24.7701 8.21791 73.7253 19.7707 8.65608 16.0026 7.98786 73.6071 73.6032
internal_count=3105377 2695221 823590 374320 449270 1871631 1193628 1020386 261380 678003 410156 194263 255007 234216 88943 348383 184820 112940 224400 84408 347729 347595
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4194816 624 2361786 11011172 832 8391680 2367954 3 2 1 4
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=32
num_cat=15
split_feature=1 4 2 0 0 4 0 4 0 3 3 3 4 3 8 3 2 8 2 2 2 3 2 3 2 4 4 3 2 4 4
split_gain=5.31668 2.59751 1.80828 1.4897 0.716677 0.579578 0.513406 0.456951 0.403214 0.322299 0.245447 0.176361 0.161671 0.220984 0.130867 0.0923369 0.0684714 0.0667757 0.234171 0.0706764 0.0634586 0.0589339 0.0429078 0.0256777 0.0212529 0.018505 0.016712 0.0133244 0.00371911 0.00310482 0.000305962
threshold=0 3.5000000000000004 2.5000000000000004 1 2 1.5000000000000002 3 1.0000000180025095e-35 4 5 6 7 1.0000000180025095e-35 8 9 10 8.5000000000000018 11 1.0000000180025095e-35 9.5000000000000018 15.500000000000002 12 15.500000000000002 13 13.500000000000002 13.500000000000002 20.500000000000004 14 109.50000000000001 4.5000000000000009 16.500000000000004
decision_type=9 2 2 9 9 2 9 2 9 1 1 1 2 1 1 1 2 1 2 2 2 1 2 1 2 2 2 1 2 2 2
left_child=1 2 8 10 5 12 11 16 23 29 17 -2 15 -14 21 -4 27 18 -3 -20 26 -10 -18 -1 25 -13 -12 -6 -7 -5 -31
right_child=6 3 4 9 7 28 -8 -9 14 -11 20 24 13 -15 -16 -17 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 -32
leaf_value=0.0020943920369466693 0 0 0.0054874144386169062 0 0 0.016538406317562499 0 -0.012269784083697957 0.0028932014065601239 -0.0090152146213339484 0.021564030771925358 0.041159880610531725 0 -0.0081638538899457044 -0.019897495744941204 0 0.0059807987988096424 -0.0025259942877463993 0.0095567491514824913 0 0 -0.0021701135278556472 0 -0.00090070420399188567 0 0 0 -0.001725120469052056 0 0.0010218330841603588 0
leaf_weight=9.9534107366807785 1.722073528886537 3.8999041797505933 9.2915683692062867 1.7823285486756502 1.5755441164383228 13.758270455973612 3.7898455129197854 14.453574358662079 5.6770274457885535 11.656027625876961 46.490657488468059 24.518540313616555 4.132569440838779 8.9982713413974142 64.8518283418598 7.0894993341353283 1.1376576795246363 7.1909547275045052 8.3347420125828613 0.37458442109527901 0.13391325671182031 3.9535746062792878 0.39293636268666876 6.4178195956501467 0.02145607648890191 0.018654113167939523 0.035027020117921803 4.7721395616572435 0.01039422841313431 2.6658541071119548 0.015247958890540647
leaf_count=168330 6205 75359 57510 22240 26819 94646 11470 207988 55511 160282 451384 60439 34048 85028 995089 50171 22058 99480 92570 5099 3022 84428 6219 115470 467 389 1284 77928 317 33607 476
internal_value=0 -0.00077802 -0.00884595 0.0101275 0.000389468 0.00805164 0.0314357 -0.0053473 -0.0164389 -0.0037792 0.0155198 0.0311941 0 -0.00494768 -0.0179025 0.0034775 0 0 0.00263994 0.00849644 0.0188387 0 0.00466003 0 0.0346966 0.0411116 0.0215084 0 0.0165107 0 0.000974697
internal_weight=0 239.045 156.466 82.5792 65.6124 43.2806 30.0706 22.3319 90.8537 16.1195 66.4598 26.2807 29.5119 13.1308 74.4824 16.3811 7.87828 19.8002 12.6092 8.70933 46.6596 9.6306 1.53059 16.3712 24.5587 24.5372 46.5257 6.34768 13.7687 4.46343 2.6811
internal_count=3105333 3026363 2081560 944803 662732 321720 78970 341012 1418828 216605 728198 67500 226757 119076 1135028 107681 133024 272508 173028 97669 455690 139939 28277 283800 61295 60828 452668 104747 94963 56323 34083
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 15206392 2362886 10750562 27371520 578 102 515 136 12 692 1 960 244 640
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=40
num_cat=20
split_feature=0 2 1 4 2 4 4 2 0 3 0 2 4 3 2 4 0 2 0 3 3 3 4 3 4 2 2 8 4 4 2 3 8 3 3 8 3 4 3
split_gain=4.87799 2.91181 1.5015 1.37293 1.66951 0.746817 0.514969 1.14066 0.461958 0.910863 0.402012 0.394985 0.369649 0.46222 0.337571 0.299328 0.27581 0.24407 0.300205 0.226963 0.20146 0.191684 0.184125 0.181448 0.15307 0.134098 0.109856 0.0386371 0.0332491 0.0300727 0.0187147 0.0687046 0.0435955 0.00667445 0.00530486 0.027231 0.00450681 0.00285873 0.000151067
threshold=0 2.5000000000000004 1 4.5000000000000009 3.5000000000000004 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 2 3 4 2.5000000000000004 1.0000000180025095e-35 5 5.5000000000000009 1.0000000180025095e-35 6 3.5000000000000004 7 8 9 10 9.5000000000000018 11 10.500000000000002 15.500000000000002 15.500000000000002 12 7.5000000000000009 13.500000000000002 1.0000000180025095e-35 13 14 15 16 17 18 20.500000000000004 19
decision_type=9 2 9 2 2 2 2 2 9 1 9 2 2 1 2 2 9 2 9 1 1 1 2 1 2 2 2 1 2 2 2 1 1 1 1 1 1 2 1
left_child=2 6 3 4 12 15 7 -2 9 -7 -9 37 20 -14 24 16 23 33 38 28 -1 -6 -4 -3 -10 29 -25 -12 -16 -11 31 32 -8 -17 -18 -36 -32 -5 -19
right_child=1 5 22 11 21 8 30 10 14 25 27 -13 13 -15 19 17 34 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 36 -33 -34 -35 35 -37 -38 -39 -40
leaf_value=0.0045127686727038929 -0.025488895595440566 0 0.042365179678647287 0.023894996299699083 0 0 0.0061799670082298844 0.0030200639760833885 -0.010097629434519357 0.028212497953354083 0 0 0 -0.015024550047348751 0.012087221483986749 0.0012536654165882842 0 0.00019213639061230086 -0.011805708891937416 0 -0.0043360594929128518 0.014485081398807081 0 0.015172975422568076 0 0 0 -0.007918382118201053 0 0 0 0 0 0 0 -0.0027108703153681988 -0.001018545081527393 0 0
leaf_weight=14.533029688094755 39.784364082991942 2.259267332061424 7.2101179232668065 8.738464014801135 3.1583546525562252 2.884997960003604 1.4389638797711084 25.030970519947005 8.9278431088587205 16.792533515425028 3.497947584331996 3.4954384212232972 2.866202927656559 30.594722925883616 1.2252218200283085 2.4670742461948976 0.86362448417639825 0.92127345266453631 15.556439744739693 1.876330418062935 8.0830106295052264 12.401694949090595 0.18063428461391584 8.2018745108070998 0.15632069137063886 0.21178033883734215 0.34933865150924326 29.497530354845367 0.13239540680478956 0.046825538011033951 0.20872086651434074 1.1295559665541071 0.64284709219464309 3.2815073234487526 0.24276020380784757 6.2516276439146194 3.4418688442910939 0.0053454269927905021 1.2780137324243699
leaf_count=78481 837422 32530 3393 36809 18099 39727 32123 361905 57538 158783 48444 8809 29632 226226 10674 25839 5966 11024 190665 13575 89256 36366 143 123730 1404 5532 6478 415946 1115 1122 1683 22763 14602 37653 2236 48056 49505 188 20020
internal_value=0 -0.00440749 0.0195557 0.00622363 0 0.00678652 -0.014619 -0.0162936 0.0140303 0.0167791 -4.28115e-05 0.0207234 -0.00940704 -0.0133521 0 0 0.00379266 -0.00655705 -0.00996386 0.00531048 0 0.0141157 0.0416761 0.00824127 -0.00789875 0.0226862 0.0112191 -0.00685202 0.00880568 0.0280843 0 0.00237382 0.00455781 0 0 -0.00106816 0 0.0238779 0
internal_weight=0 178.6 91.267 83.8763 71.637 73.9271 104.673 97.8108 32.2542 19.9361 58.0264 12.2392 56.077 33.4609 12.3181 41.6728 18.1685 23.5043 17.7557 3.23395 22.616 15.56 7.39075 10.8105 9.08416 17.0511 8.55121 32.9955 1.35762 16.8394 6.86196 3.21137 2.08181 5.74858 7.35801 6.49439 3.65059 8.74381 2.19929
internal_count=3105462 2578060 527402 523866 478060 793667 1784393 1663717 289470 205164 826295 45806 423595 255858 84306 504197 218996 285201 221709 25364 167737 54465 3536 162738 58942 165437 130208 464390 11789 159905 120676 69488 46725 63492 56258 50292 51188 36997 31044
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
cat_threshold=4456960 1 11011322 39 10496080 32 10486130 1028 113 449 75 259 4 466 1 660 16 8 512 392
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=39
num_cat=15
split_feature=0 2 3 0 0 3 6 0 4 2 1 3 0 2 4 4 2 8 4 4 3 4 2 2 4 3 4 4 4 4 4 8 2 4 7 4 4 4
split_gain=4.75894 2.97354 0.881114 1.84454 1.22595 0.855903 0.618176 0.532682 0.536855 0.511536 0.399077 1.04317 0.357459 0.278611 0.588735 0.22689 0.204596 0.204507 0.180734 0.152016 0.12518 0.185649 0.0909886 0.0859668 0.0669691 0.0543338 0.292869 0.0482649 0.0293199 0.0287999 0.0216362 0.0196314 0.0182577 0.176486 0.0162983 0.00455682 0.000250618 0.0123508
threshold=0 2.5000000000000004 1 2 3 4 5 6 15.500000000000002 13.500000000000002 7 8 9 1.5000000000000002 4.5000000000000009 10.500000000000002 15.500000000000002 10 1.5000000000000002 9.5000000000000018 11 6.5000000000000009 13.500000000000002 5.5000000000000009 7.5000000000000009 12 5.5000000000000009 12.500000000000002 2.5000000000000004 11.500000000000002 1.0000000180025095e-35 13 3.5000000000000004 8.5000000000000018 14 13.500000000000002 3.5000000000000004 8.5000000000000018
decision_type=9 2 1 9 9 1 1 9 2 2 9 1 9 2 2 2 2 1 2 2 1 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2
left_child=10 5 3 9 6 12 32 36 -9 17 11 13 18 14 28 -6 34 -3 -2 -12 -14 31 35 24 -13 26 -20 -19 -1 -16 -5 -22 -4 -34 -15 -8 -7 -38
right_child=1 2 4 30 15 7 22 8 -10 -11 19 23 20 16 29 -17 -18 27 25 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 37 -39
leaf_value=-0.0056228750169008898 0 0 0 0 -0.01426860934055379 0 0.018929035453424184 -0.031918612086814492 0 0 0.03972832710687349 -0.0065666774073317655 0 0.020090319389667682 0.012098108014504122 0 0 0.033967117226920578 0.012533243488503527 0 0 0 0 0 0 0 0 0 0 0 -0.0051035743041169881 -0.011146512501693575 -0.0071863775564196264 0 0 0 0.0018626041328468662 0
leaf_weight=17.67513797891116 14.597139703076207 5.0609376515567419 3.5549094181333203 1.8145036875321219 27.145147267698125 6.4333388302852637 4.4734669426579794 27.278611894376358 0.16359416847444563 1.6850353306308523 5.0528517508719224 16.01856878796935 2.941252732223802 26.607800313942789 3.8963970518670967 0.17285330564845836 0.47767561530599678 20.751703158464817 11.762419191609295 0.1607305528850701 0.35845335789872479 4.3928335122473063 0.22501542172540201 2.0128672076643843 0.44961910041092679 11.341216879915921 3.1928281344717098 0.060889138474521043 5.8658927578253488 0.11406512332177943 6.8811369878403639 21.897425513675454 7.7088451689232897 0.1211526110782869 0.036921853665268567 0.011007291002897435 6.3228096006587293 0.58032410532541678
leaf_count=114962 198865 49934 41538 28711 252956 110068 46863 615817 5482 26848 1784 189905 35614 50904 10303 1898 3462 189421 155900 112 5566 71773 5433 8948 2933 148055 46589 894 26292 561 84190 352919 100502 1581 86 235 107177 10528
internal_value=0 -0.0034522 0.0075765 0.014075 0 -0.0136491 0.00874034 -0.0207785 -0.0258683 0.0228392 0.020761 0.00757095 0 0.0129868 0 -0.0108838 0.0190083 0.0288418 0.00259163 0.0390892 -0.00659992 -0.00847913 0.0181203 -0.00253972 -0.00531904 0.00656632 0.00735226 0.0282474 -0.004762 0.011722 -0.00348501 -0.0119755 0 -0.00219688 0.020012 0.0188911 0 0.0002606
internal_weight=0 190.929 79.6666 36.2542 43.4124 111.262 16.0944 40.7787 27.4422 27.5586 78.3685 73.1549 70.4836 54.6739 27.5515 27.318 27.1224 25.8735 40.8936 5.21358 29.59 26.6487 4.70949 18.4811 16.4682 26.2965 14.9552 20.8126 23.541 4.01046 8.69564 22.2559 11.3849 7.83 26.6447 4.48447 13.3365 6.90313
internal_count=3105609 2695357 831004 379998 451006 1864353 196152 849072 621299 267097 410252 408356 1015281 206570 152118 254854 54452 240249 549409 1896 465872 430258 52531 201786 192838 350544 202489 190315 141254 10864 112901 358485 143621 102083 50990 47098 227773 117705
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=4194816 624 2361786 11011172 960 1 16779520 1 936 10758234 2 512 192 8 1
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=40
num_cat=16
split_feature=0 2 4 3 0 4 0 3 1 3 4 0 2 0 0 3 2 4 2 2 4 4 2 4 3 4 2 2 3 4 3 4 2 4 4 4 4 8 7
split_gain=4.45102 2.71026 0.803984 0.792575 0.502508 0.518307 0.452507 1.07809 0.443157 0.964135 0.422833 0.326921 0.322698 0.321499 0.257784 0.220656 0.209903 0.568137 0.205477 0.191758 0.171614 0.149417 0.14896 0.148407 0.121142 0.176967 0.107704 0.081447 0.0674534 0.064468 0.0528503 0.282621 0.0368331 0.0352972 0.0335427 0.0284016 0.0274896 0.022472 0.0152978
threshold=0 2.5000000000000004 2.5000000000000004 1 2 15.500000000000002 3 4 5 6 1.0000000180025095e-35 7 5.5000000000000009 8 9 10 1.5000000000000002 4.5000000000000009 3.5000000000000004 15.500000000000002 1.5000000000000002 10.500000000000002 15.500000000000002 9.5000000000000018 11 6.5000000000000009 15.500000000000002 5.5000000000000009 12 7.5000000000000009 13 5.5000000000000009 3.5000000000000004 13.500000000000002 7.5000000000000009 11.500000000000002 2.5000000000000004 14 15
decision_type=9 2 2 1 9 2 9 1 9 1 2 9 2 9 9 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 1 1
left_child=8 3 10 13 -5 -6 12 -8 9 16 11 26 21 20 28 34 17 36 -16 38 -2 -4 33 -10 -15 37 32 29 -12 -11 31 -22 -3 -9 -14 -19 -1 -26 -18
right_child=1 2 6 4 5 -7 7 22 23 27 14 -13 15 24 18 -17 19 35 -20 -21 30 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.0054245056473335405 0 0 -0.0099003162351573304 0 -0.030884636335059407 0 -0.00049098267955082126 0.028648710584903283 0.038918828499584945 -0.0063501196783142533 0.0038613657977171626 0 0.011928850367690926 0 0 0 0.018956190676003487 0.011941513419893281 -0.014694235097641777 0 0.012219568566149232 0 0 0 0 0 0 0 -0.00055367984258144175 0 0 0 0.013638410635780703 0 0 0 0 -0.010783280570564782 0
leaf_weight=17.575207097805112 14.586233699769762 3.8843179324776393 8.8426216297902975 13.342319770366428 26.422066599575832 0.16366300977642723 3.2107722956607194 19.741200601160024 5.255851568770594 15.912200727374515 4.2888876440738386 7.3636874736566851 1.2693639570425137 2.9440289784379274 3.4728186016163844 1.8505291753263011 27.146827058804774 3.9437538974561894 11.026511406214921 0.47749230605222592 11.879076823982357 0.15790332995129652 0.23136204418187745 0.1607305528850701 0.36176748637171841 4.3920735150350074 0.42037714001526261 2.0114386472050674 6.2548173568757175 0.44961910041092856 11.343998655139332 3.1866036202718524 7.8376254801023606 0.05403023222606762 0.13553329404385284 0.11406512332177943 5.8682973166469301 21.645468887804793 0.036921853665268567
leaf_count=114951 198795 53565 57628 228099 612366 5485 41738 169504 1784 189895 42054 56242 10695 35946 43832 13429 50906 10303 149029 3468 156203 1411 5846 112 5619 71801 7643 8941 64756 2933 148588 46743 113291 1195 1114 561 26327 352502 86
internal_value=0 -0.00319273 0.00720877 -0.0130364 -0.0199351 -0.0249144 0.0144939 0.0170036 0.0201662 0.00717449 0 0.00502664 0 0 -0.00735481 0.00524235 0.0124057 0 -0.0100962 0.0178948 0.00246194 -0.00770117 0.0232644 0.038287 -0.00626767 -0.0081353 0.00931061 -0.00235967 0 -0.00510172 0.00635228 0.00713681 0.0126436 0.0285091 0.00868132 0.0115665 -0.00458809 -0.0115545 0.0188794
internal_weight=0 190.31 80.0424 110.267 39.928 26.5857 35.4933 23.2374 78.9524 73.5358 44.549 19.506 12.256 70.3393 25.043 3.25543 55.1626 27.5013 14.4993 27.6612 40.9959 9.00052 20.0266 5.41658 29.3433 26.3993 12.1423 18.3733 10.5437 16.3618 26.4097 15.0657 11.7219 19.7952 1.4049 4.05782 23.4435 22.0072 27.1837
internal_count=3105386 2695119 832972 1862147 845950 617851 302560 218283 410267 408371 530412 230741 84277 1016197 299671 25238 206602 152142 192861 54460 550329 59039 176545 1896 465868 429922 174499 201769 106810 192828 351534 202946 166856 170699 11809 10864 141278 358121 50992
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=4194816 960 16779520 1145093 39 1 936 10748274 10758234 3332 113 512 328 192 8 1
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=29
num_cat=16
split_feature=1 4 3 0 0 0 5 2 6 2 3 3 8 4 0 7 4 0 3 3 2 2 0 2 2 4 2 4
split_gain=4.24012 2.0637 1.50556 1.31048 0.933511 0.874962 0.892484 0.709758 0.675292 0.516074 0.389604 0.312492 0.236329 0.213597 0.202411 0.177824 0.121436 0.106727 0.075684 0.0580733 0.0558131 0.053964 0.0495201 0.0324274 0.0277764 0.0156193 0.00737884 0.00164168
threshold=0 3.5000000000000004 1 2 3 4 5 3.5000000000000004 6 1.5000000000000002 7 8 9 12.500000000000002 10 11 1.0000000180025095e-35 12 13 14 15.500000000000002 11.500000000000002 15 12.500000000000002 7.5000000000000009 20.500000000000004 109.50000000000001 16.500000000000004
decision_type=9 2 1 9 9 9 1 2 1 2 1 1 1 2 9 1 2 9 1 1 2 2 9 2 2 2 2 2
left_child=1 2 5 11 15 6 9 19 14 -1 22 -3 -7 -12 -4 -2 -8 -10 21 -6 25 -9 24 -18 27 -13 -11 -5
right_child=4 3 8 10 7 12 16 18 17 26 13 20 -14 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0 0.042563805531741411 0 0 0.0052410759253660394 0 0 0 0.014180434439598964 0.0043617932563255564 0.016367692206304837 -0.013411691256986781 0.020480179151975642 -0.0115838359489352 0 -0.020668375881859907 0 -0.0072447144736450713 -0.0022540461676498554 0 -0.0082221254937516128 0 0 0 0 0 0 0 0
leaf_weight=26.038110303611575 10.659608489237142 17.294631787181061 6.1074627784823861 4.2065115717105073 3.3699656609387603 0.40229775329498807 0.76581862780039767 4.1507317335926928 4.0765379550448415 39.592743612291088 12.729288343090957 46.347976739092701 16.549696655771189 0.14739388500493156 48.232710770693757 0.1736770693314601 6.6554269270036457 5.0142865692268952 0.84234005292819247 12.288821141528393 0.12461191652255266 0.18160621263996279 2.3535901249397284 0.79187286284468417 0.28501977164887637 0.03464018178965389 0.020859237063631464 0.015331509926909237
leaf_count=246687 6809 238476 96285 47258 11808 6862 12529 5520 36157 253471 158603 455803 281098 3339 956284 2858 107109 75061 1311 50021 2919 612 34565 9467 2332 1272 413 340
internal_value=0 -0.000312561 -0.00774889 0.00919522 0.0280176 0 0.00624603 0 -0.015891 0.0118402 -0.00291191 0.0146237 -0.00869671 -0.00922548 -0.0205645 0.0337035 -0.00317518 0 0.0108534 -0.00804369 0.0178909 0.0105135 0.000295841 -0.00653579 0.00335314 0.0204255 0.0163328 0.00519392
internal_weight=0 237.787 154.248 83.539 31.6668 90.8168 73.8648 20.8335 63.431 65.6517 19.7371 63.8019 16.952 12.8767 54.3402 10.8333 8.21312 9.09082 5.17468 15.6588 46.5072 4.33234 6.86045 7.4473 4.50686 46.3826 39.6136 4.22184
internal_count=3105269 3026330 2081423 944907 78939 917636 629676 69272 1163787 500571 246437 698470 287960 161942 1052569 9667 129105 111218 7443 61829 459994 6132 84495 116576 49930 457075 253884 47598
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 912 15205368 262752 8392526 2 1 594 86 8 10240 1 2359840 496 64 263170
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=40
num_cat=17
split_feature=0 3 4 5 4 0 3 1 2 4 2 0 2 4 2 2 2 4 2 4 3 3 0 2 3 4 2 2 4 3 4 7 3 0 7 2 4 4 0
split_gain=4.03901 2.19324 0.893834 0.871492 2.43848 1.7546 0.786046 0.672368 0.556113 0.472877 0.487986 0.464658 0.715599 0.54088 0.431363 0.360695 0.342648 0.266801 0.227902 0.2272 0.932554 0.270565 0.203067 0.195885 0.184099 0.168755 0.128641 0.113627 0.107584 0.0850286 0.0618038 0.0527229 0.050788 0.0335695 0.0289162 0.0123014 0.00833352 0.00732316 0.00266244
threshold=0 1 5.5000000000000009 2 1.5000000000000002 3 4 5 1.5000000000000002 3.5000000000000004 5.5000000000000009 6 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 5.5000000000000009 11.500000000000002 7.5000000000000009 1.0000000180025095e-35 7 8 9 3.5000000000000004 10 9.5000000000000018 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 11 13.500000000000002 12 13 14 15 1.0000000180025095e-35 12.500000000000002 20.500000000000004 16
decision_type=9 1 2 1 2 9 1 9 2 2 2 9 2 2 2 2 2 2 2 2 1 1 9 2 1 2 2 2 2 1 2 1 1 9 1 2 2 2 9
left_child=7 3 14 4 11 6 35 9 17 10 19 13 -13 27 -3 29 -17 28 32 21 -21 23 26 -1 -12 31 36 -2 -5 -7 -8 -9 -11 -4 37 -6 -10 -34 -16
right_child=1 2 33 8 5 15 30 25 22 18 24 12 -14 -15 38 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 34 -35 -36 -37 -38 -39 -40
leaf_value=0.0096577816678374562 0 -0.024967720639345631 0.0027688612555995425 0 0 0.0054026239929621089 0.034189162593394135 0.037253799960941428 0.010394466915219336 0 0 -0.018508993384850594 0 -0.004867866349318288 0.00079936685513567855 -0.011783301143674213 0 0 0 0.0027589231058803808 -0.014083392422546132 -0.0040655581271259863 -0.0016043991447321441 0 0.011051461267182004 0 0 0.012046384966737348 -0.017079076903438663 0 0 0 0.017801604283382729 0 0 -0.0017384425887056591 0 0 0
leaf_weight=15.590604014785642 1.4217831518853952 35.295282929216228 3.78676329775044 1.8239655978859453 2.2798123855818639 3.6419861526792374 31.097475045875402 6.4085621704653013 5.327494250406744 2.7124005184941788 2.2805834027312804 15.400033678210095 7.2439017971846615 5.7382862993363224 1.6665299859450895 17.605757947047099 2.3788518744840976 0.10768215350799515 0.73624551887041789 6.7093104658392804 22.84158618822585 8.9892109600768908 4.717054677757913 2.0945411346128813 5.0218701010617224 0.19402328726209805 0.66435249714049849 9.2667469636253355 9.7963065261392313 2.1268426057631613 0.077405829260896009 0.059854795608771272 18.375825784107295 2.7475621292451242 0.075180955518599712 10.703740776383709 0.038335585573804454 0.018913648367742009 2.9842933305717443
leaf_count=106545 21675 698046 58351 28960 34517 70344 301834 2316 82724 20800 11421 246992 97302 68489 21763 156441 20356 2777 2570 69027 174654 90338 67953 6973 23577 190 9655 95665 205742 39536 1656 785 77047 42518 467 98913 934 682 44672
internal_value=0 -0.00366216 -0.0167551 0.00204635 0.00718455 0.0170805 0.0235551 0.0180339 -0.00662533 0.00650971 0 -0.0059072 -0.0106136 0 -0.0228093 0 -0.00798045 -0.0137285 0.0136128 -0.00376477 -0.00765992 0 0 0.00573294 0.00990235 0.0363019 0.00645099 0.0105886 -0.0159079 0.00344113 0.0292397 0.0370285 0.015248 0 0.0145674 0 0.0102748 0.0177556 0
internal_weight=0 177.938 46.4804 131.458 108.983 69.9119 44.1584 92.1087 22.4752 85.4463 63.5277 39.0708 22.6439 16.4268 39.9461 25.7534 19.9846 11.728 21.9186 56.2253 29.5509 26.6744 10.7472 17.6851 7.30245 6.66244 6.03018 10.6885 11.6203 5.76883 31.1749 6.46842 21.1823 6.53433 18.4699 12.9836 5.36583 18.3947 4.65082
internal_count=3105207 2517815 865350 1652465 1253720 723597 436920 587392 398745 584101 482535 530123 344294 185829 764481 286677 176797 237479 101566 447537 243681 203856 161266 113518 34998 3291 93313 117340 234702 109880 303490 3101 98996 100869 78196 133430 83658 77729 66435
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=6291968 976 2 8653914 256 1 8390720 548 453 1446 323 336 1 35 526658 1 264480
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=32
num_cat=13
split_feature=0 2 3 0 0 3 0 4 0 2 6 1 3 7 8 2 4 2 4 4 2 2 2 4 4 4 4 4 7 4 4
split_gain=3.8908 2.34785 0.745362 1.70866 1.20397 0.650477 1.75253 0.831085 0.515307 0.459251 0.448589 0.434402 0.814104 0.322134 0.253936 0.151355 0.511331 0.171918 0.143001 0.101908 0.130797 0.0873542 0.0720698 0.0553613 0.0449061 0.0276827 0.021054 0.0184937 0.0138784 0.00538034 0.00150847
threshold=0 2.5000000000000004 1 2 3 4 5 11.500000000000002 6 13.500000000000002 7 8 9 10 11 1.5000000000000002 4.5000000000000009 15.500000000000002 9.5000000000000018 5.5000000000000009 3.5000000000000004 13.500000000000002 8.5000000000000018 7.5000000000000009 12.500000000000002 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 12 13.500000000000002 13.500000000000002
decision_type=9 2 1 9 9 1 9 2 9 2 1 9 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=11 5 3 9 10 8 -7 13 -2 14 19 12 15 -8 -3 16 27 28 -13 20 -4 29 23 -14 -16 -18 -5 -1 -17 -12 -21
right_child=1 2 4 26 -6 6 7 -9 -10 -11 21 18 22 -15 24 17 25 -19 -20 30 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=-0.005045982057000839 0.0085034353504015465 0 0 0 -0.011931485901041133 0 -0.03048490731674118 0 -0.005223675919795898 0 0.016248546659958566 0.036388091585560264 -0.0057724807302868093 0 0.031532304326174453 0.017062983591000142 0.011312715373976729 0 0 0.0029696359981655307 -0.0071877589734068471 0 0 0 0 0 -0.0052104930848817788 0 0 0 0
leaf_weight=17.385629061092921 9.7651247718240466 5.1226671488275315 4.9693423332319098 1.8275763728470318 20.172189918512231 39.504563117964153 40.477287266705844 0.61884742003712645 16.973653893519444 1.6816112087108184 6.1281244144083784 5.9055512112281567 16.691616374235316 1.7188630053606164 21.690208579530019 28.069647033224101 4.1352377838702514 0.48098557053162849 0.16750323933774769 2.0477024349438575 9.8637740393824043 0.2563693640877317 0.98980087106065084 0.47885729437621094 0.061675206663493465 0.1178550647200608 6.922642537880165 5.9398075005992714 0.037543702361296449 0.015336414313423918 0.025378483434906118
leaf_count=114970 134552 49913 53089 28705 201300 650943 756758 14702 266000 27023 54777 1784 191017 41859 192171 50909 10303 3472 112 15377 118211 5781 5318 3003 894 561 84455 26310 86 288 591
internal_value=0 -0.00299694 0.00648911 0.0125204 0 -0.0122806 -0.0149877 -0.0239362 0 0.0210496 0.00740735 0.0187146 0.00635987 -0.0293698 0.0265716 0.0112299 0 0.0160267 0.0357534 0 -0.00409429 0.0153808 -0.00200206 -0.00460943 0.0262946 0.0109296 -0.00359328 -0.00437695 0.0169873 0.0161992 0.00288815
internal_weight=0 189.843 80.7846 37.3064 43.4782 109.058 82.3196 42.815 26.7388 28.5562 23.306 80.4 74.327 42.1962 26.8746 56.1667 27.5785 28.5882 6.07305 16.9062 14.8331 6.39983 18.1603 17.1705 21.7519 4.25309 8.75022 23.3254 28.1072 6.14346 2.07308
internal_count=3105234 2697389 832575 383161 449414 1864814 1464262 813319 400552 270001 248114 407845 405949 798617 242978 206611 152144 54467 1896 187268 171300 60846 199338 194020 193065 10864 113160 141280 50995 55065 15968
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=4194816 624 2361786 11011428 576 26315073 2367634 1 1 936 1 2 1
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=35
num_cat=13
split_feature=1 5 4 3 0 0 6 2 4 0 2 2 4 2 3 7 4 0 4 3 4 2 3 4 4 2 2 4 4 4 2 2 4 0
split_gain=3.78379 1.67921 2.2183 2.19007 2.53073 1.53294 0.884901 0.827897 0.794136 0.791912 0.649655 0.296057 0.2946 0.285154 0.169503 0.166058 0.145507 0.0860637 0.0767986 0.0741425 0.0664917 0.0531353 0.0459548 0.0249713 0.0139406 0.010458 0.00977974 0.00928743 0.00661027 0.00363852 0.015796 0.015551 0.00245484 0.000834984
threshold=0 1 5.5000000000000009 2 3 4 5 1.0000000180025095e-35 1.0000000180025095e-35 6 3.5000000000000004 9.5000000000000018 3.5000000000000004 5.5000000000000009 7 8 7.5000000000000009 9 8.5000000000000018 10 1.5000000000000002 11.500000000000002 11 7.5000000000000009 3.5000000000000004 109.50000000000001 15.500000000000002 7.5000000000000009 16.500000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 20.500000000000004 12
decision_type=9 1 2 1 9 9 1 2 2 9 2 2 2 2 1 1 2 9 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 9
left_child=1 3 6 5 12 7 8 20 -3 15 22 -6 29 16 -4 -2 -7 28 25 21 -1 -12 -11 -22 -15 -9 32 -26 -16 30 -5 -31 -14 -8
right_child=9 2 14 4 11 13 33 18 -10 10 19 -13 26 24 17 -17 -18 -19 -20 -21 23 -23 -24 -25 27 -27 -28 -29 -30 31 -32 -33 -34 -35
leaf_value=-0.0038615393089130217 0.039621755918659837 0 0 0.0019822509308858329 -0.02250597732767394 -0.0092552527785608584 0.00044687171338988937 0.022303558003521667 -0.030686023884078331 0 0.013667862461306768 0 0.010915885320116897 0 0.013221656409804231 0 0 0 0 0 0.0032205062783369335 0 -0.007770093321777723 0 0.0027601228968544855 0 0 0 0 -0.0021148675429571808 0 0 0 0
leaf_weight=6.4053197185403388 11.511126698535007 1.9232526884443384 2.5349850572729338 10.200438100404424 38.388803370432925 21.791314863819942 1.8130817228684462 67.277910498126403 26.264792208752624 3.4457788262952818 4.304248674388873 2.6051182447681631 16.875312304193365 2.5427690865908512 2.6791328016333869 0.17642264612913905 2.219099072746757 0.88629440205113441 1.0562852449274931 0.83066549251998267 5.8450269950099027 0.18618474483446323 12.032896334567342 0.48840086976997543 1.1402281731843684 0.021105904605064008 0.042785946930961383 0.1869817337119456 0.023523687741544452 12.90391849414573 4.9688868687426284 4.5058957073924821 0.010675089397408466 1.9744349214852293
leaf_count=87150 6809 39266 54631 133679 689123 338742 35345 477194 515434 11801 5523 42519 111229 42077 58949 2874 32778 17645 6290 1311 83371 613 49996 9462 8952 624 737 1527 646 147210 29523 25771 379 36063
internal_value=0 -0.000234807 -0.0148321 0.00282047 -0.00576486 0.0114084 -0.024165 0.0172418 -0.0278214 0.0263241 0 -0.0185161 0.00499803 -0.00130117 0.0051926 0.0314795 -0.00742965 0.00782509 0.0219802 0.0103923 0 0.0101196 -0.00767923 0.00183287 0.000382482 0.022277 0.0107895 0.00214666 0.0100631 0 0 -0.000876048 0.0108906 0
internal_weight=0 237.576 38.0995 199.476 90.5018 108.974 31.9756 81.094 28.188 32.4873 20.7998 40.9939 49.5079 27.8804 6.12394 11.6875 24.0104 3.58895 68.3553 5.3211 12.7387 4.49043 15.4787 6.33343 3.86998 67.299 16.9288 1.32721 2.70266 32.5791 15.1693 17.4098 16.886 3.78752
internal_count=3105243 3026316 757979 2268337 1180170 1088167 626108 664091 554700 78927 69244 731642 448528 424076 131871 9683 371520 77240 484108 7447 179983 6136 61797 92833 52556 477818 112345 10479 59595 336183 163202 172981 111608 71408
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 2 720 525120 14945818 1 262752 92 1 866 496 64 263684
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=29
num_cat=8
split_feature=8 0 0 3 2 4 3 3 4 4 2 2 2 4 6 4 2 2 4 2 2 3 2 2 4 4 2 2
split_gain=3.55564 2.76897 2.14072 1.18167 0.836828 0.652084 1.10565 0.970756 0.652699 0.559334 0.489456 0.420864 0.292467 0.220046 0.15996 0.153927 0.129253 0.150097 0.144034 0.11906 0.118022 0.0700363 0.0529424 0.0398079 0.0295831 0.0227138 0.0945656 0.00126224
threshold=0 1 2 3 1.0000000180025095e-35 2.5000000000000004 4 5 1.0000000180025095e-35 10.500000000000002 15.500000000000002 108.50000000000001 2.5000000000000004 9.5000000000000018 6 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 5.5000000000000009 7 15.500000000000002 1.0000000180025095e-35 13.500000000000002 10.500000000000002 8.5000000000000018 108.50000000000001
decision_type=1 9 9 1 2 2 1 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=2 5 4 15 -1 7 25 12 -9 11 24 14 23 22 -5 19 17 -17 -19 -3 21 -4 -8 -2 -6 26 -7 -14
right_child=1 3 20 9 10 6 13 8 -10 -11 -12 -13 27 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0 0.0022882112931834433 -0.0060130560542681231 0 -0.02443640438069615 0.04633790153719828 -0.0048230664509890629 0.022086732496668298 0 -0.015682016427793752 0 0 0 0.014524074287220369 0 0 0 0 0.010696878327900627 0 0 0 -0.0064926515383405244 0 -0.0022038454116105237 0 0 0 0
leaf_weight=3.2681199509270327 7.1480200466819559 16.810683100310147 2.1879569508037093 48.066295897234795 15.094137213718563 20.416799960112265 39.603077617784038 19.41127465066711 17.428151581982092 0.72642392361012653 0.43758042827721588 0.05317590039157849 12.776902015166339 1.3664821150141495 9.8107593560671358 6.7023843991250969 8.9808038270512025 16.067460397667677 0.69513422004274517 2.7622340564994365 1.303694398702645 5.9845824104850198 0.10843204660522943 11.914369302858175 0.025940556894057276 0.52418826481334591 0.64470131539383047 0.004052654956468226
leaf_count=54518 115557 223898 29035 860493 109656 168377 311056 163663 164176 15820 5881 1167 71955 14719 127172 124012 87695 192300 11613 38481 14741 98675 1516 89678 502 5714 3153 116
internal_value=0 -0.000400574 0.0244288 -0.0110844 0.0342764 0.00733706 0.0132696 0 -0.00762569 -0.0179098 0.0448489 -0.0215429 0.00853968 0.0183743 -0.0226334 0 0.00407577 0.00660134 0.00905104 -0.00318198 -0.000966072 -0.0056951 0.0218968 0 0.0462538 0 -0.0021091 0.0145132
internal_weight=0 242.022 28.302 110.675 18.8258 131.346 62.6637 68.6828 36.8394 58.6567 15.5577 57.9302 31.8433 41.078 57.8771 52.0187 32.4458 23.465 16.7626 19.5729 9.47623 8.17254 39.7115 19.0624 15.1201 21.5857 21.0615 12.781
internal_count=3105339 2792331 313008 1682651 170557 1109680 504535 605145 327839 1004652 116039 988832 277306 327291 987665 677999 415620 327925 203913 262379 142451 127710 312572 205235 110158 177244 171530 72071
cat_boundaries=0 1 2 3 4 5 6 7 8
cat_threshold=4 7078656 8392290 704 162 180 1 288
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=34
num_cat=15
split_feature=1 4 0 6 0 3 0 3 2 0 3 4 4 8 2 2 0 3 2 2 4 2 4 3 3 4 2 4 2 4 4 8 2
split_gain=3.62046 1.58581 1.52177 1.50359 3.06418 1.4213 1.17662 0.875073 0.664639 0.570045 0.514228 0.428731 0.408965 0.364432 0.2445 0.242644 0.200083 0.198296 0.128175 0.117065 0.052606 0.0451747 0.0381273 0.0358953 0.0354171 0.0191939 0.0137156 0.0126862 0.0118645 0.00892673 0.00326998 0.00248859 0.00248605
threshold=0 4.5000000000000009 1 2 3 4 5 6 3.5000000000000004 7 8 10.500000000000002 1.0000000180025095e-35 9 13.500000000000002 3.5000000000000004 10 11 5.5000000000000009 10.500000000000002 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 12 13 16.500000000000004 13.500000000000002 13.500000000000002 1.0000000180025095e-35 20.500000000000004 12.500000000000002 14 11.500000000000002
decision_type=9 2 9 1 9 1 9 1 2 9 1 2 2 1 2 2 9 1 2 2 2 2 2 1 1 2 2 2 2 2 2 1 2
left_child=1 3 8 4 5 18 13 16 17 10 20 -9 -7 14 -5 -14 21 -3 -1 -6 -2 25 -10 28 30 -4 27 -12 -11 -19 -24 -8 -30
right_child=9 2 7 6 19 12 31 11 22 23 26 -13 15 -15 -16 -17 -18 29 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 32 -31 -32 -33 -34
leaf_value=-0.014096160306288963 0 0 0.011574952983265469 0.02303330835974747 -0.027057904197439489 0.01439586049319814 0 -0.016893282219754637 -0.0031255074453018145 0 0.039088093116024729 0 -0.0031316800521731612 0 0 0.0065258813340529995 0 0.030603970229676109 0 0 -0.0039142909246831009 0 0.004296887538053175 -0.0028099591239187168 0 0 0 0 0.0020902921629860354 0 0 -0.0053812527338634392 0
leaf_weight=17.725516623066145 1.1744115930523564 2.3681843699941973 9.4345232001087371 17.136578369092611 49.512108332469779 28.559263353122333 0.71627610034920508 16.924567991240117 4.0629181052827326 0.55204058819617818 18.139331011343536 0.65436586020768928 33.99383664756715 6.3640012736977942 0.49078840067158935 12.23861916606438 1.6366236237172405 17.46582278227471 3.7705898593158045 3.2077995024064867 4.3343837946540589 0.19312637033908764 0.68136578214398469 5.2663141214343323 0.88862650475130045 0.079178504163793018 0.014701065874759389 0.013581342487667736 3.2991805139117791 0.012656617804167491 0.03781673641060479 9.6719184940939122 0.06158511107241782
leaf_count=304564 1562 29776 160992 139064 1039808 210995 8479 209316 27705 2036 47341 11084 331828 55321 9726 86143 20915 159092 37693 50631 11836 2408 4292 10970 7715 2130 295 274 4418 467 410 115899 182
internal_value=0 -0.000329207 0.0101208 -0.00582401 -0.0106356 0 0.00560867 -0.00134377 0.0190364 0.0255779 0.0271167 -0.0114305 0.00799924 0.0140647 0.0179884 0 0.0051718 0.0263712 -0.0105678 -0.0234278 0 0.00863501 0 0 0.00123897 0.0113514 0.0323006 0.0390489 0.000187025 0.0252508 0.00314475 -0.00474185 0.00190159
internal_weight=0 237.827 54.4398 183.387 149.008 96.2878 34.3796 28.9224 25.5174 32.8555 23.6764 17.5789 74.7917 23.9914 17.6274 46.2325 11.3435 19.8467 21.4961 52.7199 5.5088 9.70683 5.67073 9.17912 1.60781 9.5137 18.1676 18.1529 3.91281 17.4785 0.719183 10.3882 3.36077
internal_count=3105367 3026453 636302 2390151 2061662 971223 328489 406845 229457 78914 61308 220400 628966 204111 148790 417971 186445 189335 342257 1090439 13398 165530 40122 17606 12417 163122 47910 47615 6636 159559 4702 124378 4600
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 13372088 1 21080835 46 10749540 115 8651362 547 5 2097474 23 96 664 8
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=34
num_cat=16
split_feature=1 4 0 5 0 2 3 3 0 2 3 4 6 2 3 4 3 4 7 3 4 2 2 0 2 2 3 2 4 2 4 0 2
split_gain=3.24134 1.42519 1.0646 1.05713 0.97885 0.945821 1.0296 0.882671 0.79272 0.638737 0.516802 0.432574 0.427945 0.408905 0.36301 0.178425 0.159386 0.255602 0.157569 0.0753846 0.0712433 0.19914 0.0540286 0.0539396 0.0466845 0.0376171 0.0310685 0.0307008 0.0196145 0.0189193 0.0115935 0.0086591 0.00857631
threshold=0 3.5000000000000004 1 2 3 1.5000000000000002 4 5 6 3.5000000000000004 7 1.0000000180025095e-35 8 8.5000000000000018 9 12.500000000000002 10 2.5000000000000004 11 12 7.5000000000000009 5.5000000000000009 15.500000000000002 13 11.500000000000002 7.5000000000000009 14 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 15 109.50000000000001
decision_type=9 2 9 1 9 2 1 1 9 2 1 2 1 2 1 2 1 2 1 1 2 2 2 9 2 2 1 2 2 2 2 9 2
left_child=1 3 7 4 5 16 27 20 18 26 28 -5 -13 -12 23 -16 31 -18 -2 24 21 -3 30 25 -11 29 -10 -7 -6 -4 -9 -1 -8
right_child=8 2 14 11 10 6 32 22 9 19 13 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0012512851942836634 0.036789602462626664 -0.007987179658552588 0 0 0 0 0.019430889100250943 0.020469983419122987 0 0.013475093968630709 -0.019665884161554917 -0.023899266523604832 0 0 -0.012274592251702066 0 -0.010154433106776344 0 0 0 0 0 0 0 0 0 -0.0077505773605783153 -0.0027667520974484112 0.0024308979934904145 0.006034161628215488 0 0 0
leaf_weight=15.304467154254096 12.365636115342566 12.383137529988746 1.1317978626775582 2.1403061892124269 4.7192537740174885 11.735650100652494 36.135485449701719 45.522449095611591 3.5452450141456211 3.4822204214906383 23.525144081274906 17.305314253831963 2.3170287339344275 2.0849947793358288 14.455001827443994 0.22902458881253629 17.856002115138839 2.6042739455378969 0.1825432323566919 1.7852429120903242 2.490525667264591 1.3801879502007057 0.12059181607582914 2.3708248895472916 0.16575871257555252 0.37157879336700705 12.021902047677942 10.105969300382638 3.1928677374480685 4.8934696654559957 0.025716438856760671 2.8662600905518074 0.020134622491240317
leaf_count=158896 6809 169592 26477 44471 87621 86697 269133 429145 11810 4088 507537 353066 45624 34041 187290 5686 255182 30869 2876 2838 40258 12312 2888 34839 520 2812 49983 78544 50315 40355 946 71084 588
internal_value=0 -0.000128302 0.00745557 -0.00656618 0 0.00391007 0.0113424 0.0128102 0.024203 0 -0.0102335 -0.0188613 -0.0214071 -0.0146491 -0.00229258 -0.0085687 -0.00238769 -0.00573006 0.0293133 0.0100418 0 -0.00403475 0.0178748 0.000473737 0.00995646 0.00345289 -0.00785892 0 0 0.00547864 0.020429 0 0.0168478
internal_weight=0 237.287 85.3743 151.913 130.151 96.6282 57.9972 61.9226 33.5485 21.0004 33.5223 21.7626 19.6223 25.6101 23.4517 14.684 38.631 20.4603 12.5482 5.43322 16.2539 13.7633 45.6688 8.76767 3.64798 6.39685 15.5671 21.8416 7.91212 6.02527 45.5482 18.1707 36.1556
internal_count=3105192 3026268 952600 2073668 1630507 950993 434962 655141 78924 69239 679514 443161 398690 541578 297459 192976 516031 286051 9685 7446 222162 181904 432979 104483 4608 69644 61793 165241 137936 66832 430091 229980 269721
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 13108216 2 27299394 323 86 262752 576 1 594 356 1 368 2360322 64 2099712
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=35
num_cat=11
split_feature=8 0 0 3 4 3 2 0 4 2 2 2 4 4 4 2 2 2 3 3 2 0 4 0 2 4 4 4 6 4 2 2 2 2
split_gain=3.22563 2.31862 1.95937 1.19874 0.789311 0.761612 0.755015 0.722422 0.552198 0.45233 0.420493 0.404307 0.398897 0.210784 0.128957 0.119164 0.464429 0.110799 0.0686525 0.0637482 0.0484892 0.256179 0.0281714 0.0273314 0.0353241 0.0255272 0.129836 0.12129 0.0512045 0.0620129 0.0453536 0.0372263 0.0115941 0.0191568
threshold=0 1 2 3 2.5000000000000004 4 1.0000000180025095e-35 5 8.5000000000000018 15.500000000000002 9.5000000000000018 108.50000000000001 15.500000000000002 4.5000000000000009 10.500000000000002 6.5000000000000009 1.0000000180025095e-35 5.5000000000000009 6 7 4.5000000000000009 8 13.500000000000002 9 5.5000000000000009 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 10 11.500000000000002 2.5000000000000004 13.500000000000002 1.5000000000000002 10.500000000000002
decision_type=1 9 9 1 2 1 2 9 2 2 2 2 2 2 2 2 2 2 1 1 2 9 2 9 2 2 2 2 1 2 2 2 2 2
left_child=2 3 6 7 20 25 -1 13 10 22 -6 12 -7 15 -9 16 -2 18 -4 -17 21 -5 -8 24 -22 27 30 32 29 -28 -27 -32 -3 -34
right_child=1 5 17 4 8 11 9 14 -10 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 23 -23 -24 -25 -26 26 28 -29 -30 -31 31 -33 33 -35
leaf_value=0 0.0014320897963909214 0 0 0.0012866010956467566 0.025221819278947129 -0.02297281766869911 0.043445100808765458 -0.011260417760502418 0 0 0 0 0 0.0099322388748229601 0 0.0056139179578651843 -0.009500373078331438 0 -0.0063238664149982042 0 0 -0.0062464373012308611 0 0 0.0061117056149210189 0 -0.005118916365794016 -0.0060725778197900865 0 0 0.007686809888140772 0 0.0028477990531077207 0
leaf_weight=3.2750680799167666 7.461067432881463 4.3915304238635153 2.1890043550192786 2.4534746514236758 29.878557205362998 41.390823565303435 16.002221923088662 34.223617404833931 2.0038887898663225 0.43659845457295787 0.76659470082267844 0.043244410489932217 0.12061321305736683 6.3781522929129997 0.42455887220239574 1.659320551334531 26.323989828537378 1.3101483274895134 5.9016694054134877 0.85595595360246002 1.2784130670643206 25.046213191385508 0.026661672503904721 1.52454668800783 3.9242779391188378 8.1165916705640466 13.207292906254224 9.3902641580802992 6.6082453263370544 0.2804511347931119 6.2137815193982524 0.24514500146688067 7.9174569595634221 0.41308129153912876
leaf_count=54356 75667 76638 29080 44173 282515 752611 112278 435496 22259 6120 6040 961 4160 12075 5997 4906 58695 14889 98668 2647 8063 299391 502 17372 30597 120466 174133 122279 71605 6231 62317 4617 81449 6178
internal_value=0 -0.000586661 0.0229153 0.00581243 0.0131765 -0.0111062 0.032217 -0.000320331 0.0212779 0.0420149 0.0236382 -0.0178584 -0.0217044 0.00396794 -0.00891712 0 -0.00284473 -0.000815069 -0.00549259 0.0045578 0 -0.000898899 0.043362 0.00345507 0.00396808 0 0.000491263 -0.00214453 0 -0.00343139 0.0054293 0.00696271 0 0.00173918
internal_weight=0 242.541 29.1414 144.203 66.876 98.3385 19.7406 77.3267 32.649 16.4655 30.6452 41.5547 41.5114 42.6785 34.6482 36.3003 33.7851 9.40082 8.09067 2.51528 34.2269 27.4997 16.0289 6.72724 5.20269 56.7838 34.6715 22.1123 20.096 13.4877 14.5755 6.45893 12.7221 8.33054
internal_count=3105431 2789538 315893 1305893 710410 1483645 173256 595483 310814 118900 288555 757732 756771 153990 441493 141915 134362 142637 127748 7553 399596 343564 112780 56032 38660 725913 439369 286544 251969 180364 187400 66934 164265 87627
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4 23855888 8392290 394 448 4719104 288 136 2097152 2359824 1
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=32
num_cat=17
split_feature=1 4 0 6 0 3 0 2 3 0 2 4 8 0 2 4 3 7 2 2 3 4 2 4 3 3 2 4 0 3 4
split_gain=3.09636 1.24063 1.33905 1.24897 2.55534 1.27518 1.07355 0.912233 0.759012 0.659226 0.606998 0.388093 0.352847 0.245092 0.229573 0.204403 0.179649 0.150072 0.123049 0.103288 0.0743019 0.072852 0.0458433 0.0434875 0.0343037 0.029609 0.0245607 0.0126617 0.00942469 0.00547793 0.00323303
threshold=0 4.5000000000000009 1 2 3 4 5 3.5000000000000004 6 7 3.5000000000000004 1.0000000180025095e-35 8 9 13.500000000000002 12.500000000000002 10 11 5.5000000000000009 10.500000000000002 12 6.5000000000000009 11.500000000000002 11.500000000000002 13 14 9.5000000000000018 20.500000000000004 15 16 12.500000000000002
decision_type=9 2 9 1 9 1 9 2 1 9 2 2 1 9 2 2 1 1 2 2 1 2 2 2 1 1 2 2 9 1 2
left_child=1 3 7 4 5 18 12 16 23 17 25 28 14 -13 -5 -10 -3 -2 -1 -6 22 -9 -12 26 30 -11 -4 -18 -7 -8 -23
right_child=9 2 8 6 19 11 29 21 15 10 20 13 -14 -15 -16 -17 27 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=-0.01363448065353955 0.035230837201548092 0 0.006489425450481992 0.021755909191598897 -0.025049606175724354 0.012764794985228334 0 -0.0045436702599591225 -0.015375584847104759 0 0.013344478327927678 0.0054480869301217318 0 -0.0033854482140703926 0 0 0.02845076639891286 0 0 0 0 0.0040581822670149956 0 0 0 -0.0074273322024116647 0 0 0 -0.005503790381978884 0
leaf_weight=17.470389870688908 12.850846406232447 2.3020603051645603 10.378256625635908 17.630704536408309 47.381716185756432 27.387181036792754 3.7753385087125917 4.5688364268480646 14.901810846287844 3.5573026242527703 3.5206819284667294 15.002072530971873 6.3758272179238693 31.403093485034333 0.49119656196307815 0.32196771587769113 20.596117285171214 0.18278302055659779 3.7646154215799461 3.1830265271892122 1.7797617460873869 0.75172397686401382 0.16446385007293418 0.38557925949498972 0.99071055296008104 11.840559380940251 0.19085725620061644 0.019499334122882739 1.5892566072871002 6.5619783863949124 0.039699534174360451
leaf_count=308162 6809 28335 135900 140226 1024940 178057 42794 32946 204298 11807 4088 225031 55472 197812 9745 6890 207054 2875 37600 51142 2838 4991 520 7832 8958 49618 2255 721 34498 81534 435
internal_value=0 -0.000194645 0.0088212 -0.00521567 -0.00971485 0 0.00486593 0.016919 -0.00178622 0.0235204 0 0.0074464 0.0131683 0 0.0169837 -0.011274 0.0247044 0.0281216 -0.0101865 -0.0216055 0.00994314 0 0.0098626 0.00401105 0.000683523 -0.00751479 0.00598836 0.0237158 0.013586 -0.00464557 0.00296202
internal_weight=0 237.464 55.4471 182.016 147.181 96.6166 34.835 29.2686 26.1785 33.8964 20.8628 75.3816 24.4977 46.4052 18.1219 15.2238 22.9177 13.0336 21.235 50.5647 5.46491 6.35097 3.68515 10.9547 1.78213 15.3979 10.5691 20.6156 28.9764 10.3373 0.791424
internal_count=3106183 3027628 640615 2387013 2057242 981160 329771 283440 357175 78555 68871 635398 205443 422843 149971 211188 236110 9684 345762 1076082 7446 47330 4608 145987 14384 61425 138155 207775 212555 124328 5426
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 13372090 1 21084931 46 10749540 307 262752 5 8450 21 1 368 664 64 2816 145
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=30
num_cat=15
split_feature=1 5 4 3 0 0 6 4 2 3 8 4 0 3 3 2 0 3 3 4 2 4 4 4 2 2 2 0 4
split_gain=2.89025 1.17766 1.87811 1.52815 1.34014 1.11993 0.74826 0.740188 0.649558 0.510588 0.341578 0.480052 0.283657 0.227144 0.169561 0.142537 0.0865546 0.0606312 0.0467419 0.029373 0.016422 0.0139225 0.00664521 0.00612853 0.0473023 0.0932261 0.00555864 0.000562778 0.000116527
threshold=0 1 5.5000000000000009 2 3 4 5 1.0000000180025095e-35 7.5000000000000009 6 7 1.5000000000000002 8 9 10 2.5000000000000004 11 12 13 13.500000000000002 13.500000000000002 13.500000000000002 16.500000000000004 4.5000000000000009 12.500000000000002 1.0000000180025095e-35 109.50000000000001 14 1.0000000180025095e-35
decision_type=9 1 2 1 9 9 1 2 2 1 1 2 9 1 1 2 9 1 1 2 2 2 2 2 2 2 2 9 2
left_child=1 3 6 5 10 19 7 -3 13 -2 17 15 20 -6 -4 -12 22 -5 -13 26 21 -11 -16 28 25 -25 -1 -8 -7
right_child=9 2 14 4 8 23 27 -9 -10 12 11 18 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.018578208781625305 0 0 0 0 0 0 0.00036672370187663397 -0.028278556983772293 0 0.030743443852161156 0.0020741037907665311 0 0 -0.018894288983353508 0.012872402294119848 -0.0056054792187412526 0 -0.0037104068892642827 0.011947820531957426 0 0 0 0 0 0 -0.0063556571625001546 0 0 0.00016873030389363152
leaf_weight=58.526938791513203 2.0254261135869456 1.8688585448267101 2.5950935864948406 6.6639399474008769 12.61699681081609 5.490391850438761 1.8464661884372615 24.376223019944064 5.4077213047421528 28.837445568315168 15.0619174886333 0.75606623413295893 3.4061371835050513 30.275979742354139 2.7802344641731911 9.1935145032894052 0.88806645511249316 6.73263812186633 30.557624787685203 0.07260126535947975 0.023206631065476269 0.019639997617558858 0.024333795096026622 2.1253887416896724 0.052659360360849727 6.3062674554967089 0.013695617140910055 2.01912686837932 10.9298389072228
leaf_count=397987 7093 39798 55140 45944 180339 98677 36149 507014 78508 60050 202959 16943 10467 583089 60341 72433 18350 84693 251291 882 467 389 646 44683 923 52682 393 38522 158393
internal_value=0 -9.00048e-05 -0.0126501 0.00223543 -0.00336631 0.0108916 -0.0218122 -0.025328 -0.0128025 0.0227165 0.00276288 0.00670889 0.0230162 -0.0176923 0.00471772 0 0.00756918 -0.000751065 0.0125159 0.0165905 0.0261988 0.0306998 0.00980098 0 -0.00126193 -0.00372865 0.0185599 0 0
internal_weight=0 237.183 36.3984 200.784 117.266 83.5178 30.1107 26.2451 48.3007 34.3119 68.9657 55.5691 32.2864 42.893 6.28773 24.2554 3.69263 13.3966 31.3137 58.6132 28.8803 28.8571 2.80457 24.9045 8.48432 8.43166 58.5406 3.86559 16.4202
internal_count=3105245 3026779 755960 2270819 1516199 754620 621483 546812 841936 78466 674263 543626 71373 763428 134477 275392 79337 130637 268234 399262 60906 60439 60987 355358 98288 97365 398380 74671 257070
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 2 656 2622272 12848728 1 515 2 10750562 64 92 866 260 1 263684
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=36
num_cat=11
split_feature=8 0 0 3 2 3 4 0 4 2 2 2 4 4 4 6 4 2 2 4 2 4 4 3 3 4 2 2 0 0 2 4 2 4 4
split_gain=2.90075 1.95149 1.76973 1.06676 0.687329 0.669082 0.646497 0.601913 0.508295 0.43296 0.419928 0.385222 0.371422 0.201905 0.183991 0.172259 0.14252 0.131703 0.477869 0.121012 0.102698 0.0764458 0.110589 0.0677014 0.0635915 0.0594482 0.113728 0.0455218 0.263179 0.0269024 0.0356762 0.0265896 0.020032 0.0202094 0.00974434
threshold=0 1 2 3 1.0000000180025095e-35 4 2.5000000000000004 5 8.5000000000000018 3.5000000000000004 15.500000000000002 9.5000000000000018 15.500000000000002 4.5000000000000009 1.0000000180025095e-35 6 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 10.500000000000002 5.5000000000000009 3.5000000000000004 11.500000000000002 7 8 1.5000000000000002 4.5000000000000009 4.5000000000000009 9 10 5.5000000000000009 13.500000000000002 13.500000000000002 11.500000000000002 1.0000000180025095e-35
decision_type=1 9 9 1 2 1 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 2 9 9 2 2 2 2 2
left_child=2 3 4 7 -1 15 27 13 11 12 31 -8 -7 17 -11 21 -17 18 -2 -9 23 25 -23 -4 -19 34 -27 28 -5 30 -29 -6 33 -18 -3
right_child=1 5 20 6 10 9 8 19 -10 14 -12 -13 -14 -15 -16 16 32 24 -20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0 0.0011657410415324878 0 0 0.001418314678653867 0.040727912526012877 -0.021919570341660751 0.023206774070387487 -0.010643362283409286 0 0.0044524743045465508 0 0 0 0.0090105442770680982 -0.0050712728476141576 0 0.0091145687014312707 0.0055198953663084128 -0.0097854033304035117 0 0 -0.0076788943704318201 0 -0.006137364839692655 0 0.0067177026166551695 0 0 -0.0063092041135619911 0 0.0060175512707110806 0 0 0 -0.0025249345106697803
leaf_weight=3.2885667439745729 7.5594580296128688 6.8395994229767947 2.1839847435694537 2.3983308857207248 16.888911274754726 39.147387642191461 30.855606728968272 33.779734926790297 2.030515215072227 5.4207485161732647 0.4374513239999932 0.77156562318486877 0.14234985718394355 6.6847924182493434 14.238302669165931 2.9101831209609355 7.5732575931542669 1.696262194584051 26.500420982985815 0.42607217213844606 1.2947192574683866 8.9913266803105181 0.16750388394939442 5.810407152479458 0.86340395315346463 5.606488909406834 1.0790606547398054 1.288033926481148 25.088092154354857 1.5245989423638082 3.9541980501780927 0.027147400551256307 0.11109210951690318 0.10794241796611448 4.8799084028851212
leaf_count=54173 77621 87382 29078 43995 114418 759082 284467 433601 22245 66524 6212 6063 4851 12131 168682 35739 81282 4910 58673 5997 14772 119060 3503 98422 2693 77040 10634 8009 298990 17462 30668 502 2566 1747 62609
internal_value=0 -0.000623314 0.0215238 0.00511274 0.0302478 -0.0103792 0.0120865 -0.000478697 0.0193516 -0.0151245 0.0393471 0.0216634 -0.0206368 0.00318341 0 0 0.00563797 0 -0.00326405 -0.0083746 -0.000590473 -0.00272929 -0.00552015 -0.0052533 0.00441458 0 0.00357764 0 -0.000878814 0.0033427 0.00387644 0.0406465 0.00848209 0.00880194 -0.00173044
internal_weight=0 242.636 29.9312 145.421 20.6421 97.2152 67.9109 77.5101 33.6577 58.9488 17.3535 31.6272 39.2897 43.3043 19.6591 38.2664 10.7025 36.6195 34.0599 34.2058 9.28911 27.5639 9.15883 7.99439 2.55967 18.4051 6.68555 34.2533 27.4864 6.76683 5.24223 16.9161 7.79229 7.6812 11.7195
internal_count=3105803 2788226 317577 1307525 175305 1480701 711899 595626 312775 999139 121132 290530 763933 156028 235206 481562 121334 143897 136294 439598 142272 360228 122563 127500 7603 237665 87674 399124 342985 56139 38677 114920 85595 83029 149991
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4 7078672 8392290 394 384 4719104 1 288 136 2097152 2359824
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=32
num_cat=11
split_feature=8 0 0 3 3 2 2 2 4 4 4 2 2 0 4 4 0 0 3 4 2 3 4 2 4 4 2 2 3 2 2
split_gain=2.57023 1.70924 1.64134 1.88047 1.49879 0.578295 0.489073 0.434101 0.424019 0.406017 0.221975 0.231944 0.198122 0.199459 0.318955 0.196877 0.192512 0.17096 0.167112 0.11964 0.109752 0.0770393 0.0721442 0.0516649 0.0389289 0.0300605 0.0100335 0.00173506 0.000730734 8.63166e-05 6.3292e-05
threshold=0 1 2 3 4 15.500000000000002 3.5000000000000004 108.50000000000001 15.500000000000002 7.5000000000000009 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 5 2.5000000000000004 8.5000000000000018 6 7 8 8.5000000000000018 1.0000000180025095e-35 9 6.5000000000000009 7.5000000000000009 12.500000000000002 13.500000000000002 108.50000000000001 1.5000000000000002 10 15.500000000000002 10.500000000000002
decision_type=1 9 9 1 1 2 2 2 2 2 2 2 2 9 2 2 9 9 1 2 2 1 2 2 2 2 2 2 1 2 2
left_child=1 5 4 10 9 18 12 8 -5 17 23 24 16 22 -15 26 19 -2 -1 -6 -20 -3 -14 28 -12 -22 -8 -11 -4 -29 -25
right_child=2 21 3 7 6 -7 15 -9 -10 27 11 -13 13 14 -16 -17 -18 -19 20 -21 25 -23 -24 30 -26 -27 -28 29 -30 -31 -32
leaf_value=0 0 0 0 -0.02433226684761329 0.01127594293191266 0 0.021039015736224333 0 0 0 0.0099135306817385773 0 0.0064300067893054945 -0.0091726910122909497 0 0 0 -0.011870477427089174 0 0 0.040106607626179319 -0.0041631929255383981 0 0.00014298994806211828 0 0 0 0.00076946369926601831 -0.0031544076741389544 0 0
leaf_weight=4.2057439207596898 4.9636061497712944 3.4630999240844176 1.8551252883571578 46.636086580260326 18.52341568604243 0.76090352317078114 24.509963581658674 0.040697882455787204 0.1213735099263421 1.104727354571877 20.943996330015587 8.164148045862019 6.6427851466883112 26.125511280846695 27.404547257578088 0.43504983523598539 5.4704606848729354 23.52637005744328 3.4605666789320884 0.53210635925097349 19.950035335878059 6.9533967505940364 0.63605630132769864 0.95547499914937306 0.19120135774210112 0.031249355233739062 0.021601952472336872 0.76263579430451489 12.657424231906589 0.0056552562491560812 1.447069497358825
leaf_count=53393 58707 41761 23101 797526 266209 11380 133540 839 4149 16386 278903 76080 109282 144022 130342 2574 128435 298383 53224 8589 136202 113864 9385 11693 4592 505 412 4642 165970 118 21364
internal_value=0 0.0192232 -0.000657088 -0.0098016 0.00456042 0.0271481 0.0103934 -0.019366 -0.0231491 -0.00622823 0.000895451 0.00622509 0.00139593 0 -0.00382566 0.020033 0.00636059 -0.0111271 0.0335357 0.00836376 0.032377 -0.000830823 0.00363791 0 0.00950251 0.040019 0.0209911 0 -0.00340688 0.000750941 0
internal_weight=0 38.825 233.677 93.0126 140.664 28.4085 110.301 46.7982 46.7575 30.363 46.2144 29.2993 85.3349 60.8089 53.5301 24.9666 24.526 28.49 27.6476 19.0555 23.4419 10.4165 7.27884 16.9151 21.1352 19.9813 24.5316 1.87302 14.5125 0.768291 2.40254
internal_count=3105572 410329 2695243 1384217 1311026 254704 932790 802514 801675 378236 581703 359575 796264 393031 274364 136526 403233 357090 243324 274798 189931 155625 118667 222128 283495 136707 133952 21146 189071 4760 33057
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=12 8392306 7078720 704 74 6291520 768 2359296 35 320 512
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=30
num_cat=15
split_feature=1 4 0 2 0 0 2 2 3 0 2 3 5 4 3 4 7 8 4 3 4 3 2 2 2 3 4 4 8
split_gain=2.59211 1.03145 1.16519 1.11684 2.96024 1.71547 0.888891 0.84495 0.702159 0.679479 0.582794 0.392389 0.375042 0.298703 0.203735 0.197629 0.140805 0.127619 0.076151 0.0485981 0.0404176 0.0333027 0.0234316 0.0203578 0.0194068 0.0186448 0.0116483 0.00320296 0.000126945
threshold=0 4.5000000000000009 1 5.5000000000000009 2 3 1.0000000180025095e-35 3.5000000000000004 4 5 3.5000000000000004 6 7 3.5000000000000004 8 12.500000000000002 9 10 6.5000000000000009 11 11.500000000000002 12 9.5000000000000018 109.50000000000001 11.500000000000002 13 20.500000000000004 12.500000000000002 14
decision_type=9 2 9 2 9 9 2 2 1 9 2 1 1 2 1 2 1 1 2 1 2 1 2 2 2 1 2 2 1
left_child=1 3 7 4 6 12 19 14 20 16 25 -6 23 -7 -3 -10 -2 24 -9 -1 22 27 28 -5 -12 -11 -16 -20 -4
right_child=9 2 8 5 11 13 -8 18 15 10 17 -13 -14 -15 26 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0 0.032391324820770465 0 0 0.023407532889544932 0 -0.011582591859150759 0.014197977055519144 -0.0046545938594029041 -0.014918388616106452 0 0.01378923552607585 -0.019579782028353677 0 0 0.026495623613921035 0 0 0 0.0039847649777641474 -0.0035323371218085918 0 0 0 0 0 -0.0074343194148464298 0 0 0.0055128026454844339
leaf_weight=2.9691094632773893 13.763546883947127 2.3164417020907431 0.28320364184037317 13.752446816793961 24.267751362075614 12.977009105499747 33.045214417573334 4.6089159924758851 14.660554282472731 3.6320424142104457 1.6349240475647091 84.319519307740393 1.6631970108737704 1.5387644324546279 21.377275336250033 0.32242347441570096 0.18892865022098604 3.939141103772271 0.77340467518479272 6.6476711306813741 0.3834881175043855 0.99292702923048615 0.19340935013315252 0.039029873192704012 0.066371064840495708 11.844336448515607 0.019429233914705857 0.040087261759254034 10.229521217095673
leaf_count=70842 6809 27697 3131 97171 174389 191566 468073 32831 206148 11809 2235 1183829 25219 13322 209577 6880 2880 4981 5000 155228 7750 8942 2250 1162 232 49498 721 435 134957
internal_value=0 -0.000179938 0.00786785 -0.00485909 -0.0089851 0.00503925 0.00645308 0.0154836 -0.00162888 0.0212794 0 -0.0165692 0.0172015 -0.00645132 0.0228555 -0.0108853 0.025924 0.00939972 0 -0.00155716 0.00373626 0.000606497 0.00563149 0.0232975 0.0103013 -0.00767518 0.0221401 0.00290627 0.00613586
internal_weight=0 237.421 56.2011 181.22 151.249 29.9704 42.662 30.1285 26.0726 35.0693 21.1168 108.587 15.4547 14.5158 23.7131 14.983 13.9525 5.64044 6.41533 9.61678 11.0896 1.80642 10.7061 13.7915 1.7013 15.4764 21.3967 0.813492 10.5127
internal_count=3105564 3027120 646319 2380801 2052361 328440 694143 285203 361116 78444 68755 1358218 123552 204888 237995 213028 9689 7448 47208 226070 148088 14377 140338 98333 2467 61307 210298 5435 138088
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 13372090 10495234 264752 307 262752 256 2 21 1 6 133 664 64 8
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=14
split_feature=1 5 4 3 0 0 6 4 4 3 2 0 2 4 3 4 3 2 4 2 0 8 2 4 4 3 2 4 0 2
split_gain=2.39754 0.932805 1.70721 1.23932 1.74636 1.01925 0.708186 0.711642 0.637598 0.495247 0.352284 0.280507 0.249434 0.232218 0.205782 0.201778 0.165991 0.163238 0.47886 0.100511 0.0849556 0.0451271 0.0149886 0.013076 0.0127129 0.0104511 0.00916929 0.00659422 0.000705236 0.000559692
threshold=0 1 5.5000000000000009 2 3 4 5 1.0000000180025095e-35 1.5000000000000002 6 9.5000000000000018 7 5.5000000000000009 8.5000000000000018 8 3.5000000000000004 9 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 10 11 13.500000000000002 3.5000000000000004 13.500000000000002 12 15.500000000000002 16.500000000000004 13 1.0000000180025095e-35
decision_type=9 1 2 1 9 9 1 2 2 1 2 9 2 2 1 2 1 2 2 2 9 1 2 2 2 1 2 2 9 2
left_child=1 3 6 5 15 8 7 -3 17 -2 -6 22 14 19 29 -5 -4 -1 -19 -10 27 -17 24 -14 -11 -25 -23 -18 -8 -7
right_child=9 2 16 4 10 12 28 -9 13 11 -12 -13 23 -15 -16 21 20 18 -20 -21 -22 26 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035423718588138385 0 0 0 0 -0.020492854262580028 0 0.00041061306494874679 -0.026999210103565742 0.021511378422184171 0.028166615991250223 0 0 0 0 0 0 0.012665740538394206 0.010767934972775145 0 0 0 0.0099759565174945275 0 0.0024104691938869479 0 0 0 0 0 -0.011587178966526531
leaf_weight=6.2848491482618547 2.0173325476371247 1.8380333210197957 2.5909985044909263 35.754342742913877 30.369141159873379 4.2369229473188197 1.828175332440878 23.423314204262624 42.40610318438803 30.012992739415502 2.3273537851237043 3.3789032028889769 2.5462872000989587 1.4228682791199379 7.6167877084390119 3.538580568123507 2.8403535538982401 21.450977483156748 11.807700638955792 2.0219688031393153 0.88018787712462598 16.366192360354042 0.023382744344416007 1.0112099406851482 0.019796125568972367 0.34084210167566187 0.044010648069160108 0.024566700762079452 2.0019680349487348 11.847536389077503
leaf_count=87076 7074 39881 54991 397167 592339 98335 36049 505334 300757 60058 38497 10441 43632 12412 117917 26440 60580 145821 107785 14405 18308 117735 467 7808 389 2704 790 646 39057 160860
internal_value=0 0 -0.011354 0.00196504 -0.00422385 0.00847771 -0.0204636 -0.0239986 0.0132166 0.0205634 -0.0160928 0.0210791 -0.000891279 0.0199464 -0.0068968 0.00342255 0.00457826 0 0.0043136 0.0208965 0.00744012 0.00809073 0.024067 0.000298437 0.0281243 0.00206567 0.00812168 0.00964636 0 -0.00906841
internal_weight=0 236.821 35.4276 201.394 88.3996 112.994 29.0915 25.2613 85.3945 35.4524 32.6965 33.4351 27.5996 45.8509 23.7012 55.7031 6.33611 39.5435 33.2587 44.4281 3.74511 19.9488 30.0562 3.89834 30.0328 1.35205 16.4102 2.86492 3.83014 16.0845
internal_count=3105755 3027326 754846 2272480 1172968 1099512 620321 545215 668256 78429 630836 71355 431256 327574 377112 542132 134525 340682 253606 315162 79534 144965 60914 54144 60447 10512 118525 61226 75106 259195
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 2 720 2622272 14945818 1 515 10750562 192 92 866 2 192 263684
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=29
num_cat=12
split_feature=2 0 4 0 3 3 2 2 3 4 3 8 4 4 2 8 2 4 4 8 4 2 3 4 3 4 4 3
split_gain=2.42544 2.30889 3.51276 2.28982 1.47353 1.13517 1.26451 0.827385 0.527824 0.473198 0.313428 0.292088 0.225537 0.203081 0.174934 0.125224 0.4662 0.0658269 0.0261669 0.0230575 0.0213089 0.0108228 0.0146834 0.0105879 0.0037343 0.00103296 0.0257422 0.00068902
threshold=5.5000000000000009 0 2.5000000000000004 1 2 3 4.5000000000000009 15.500000000000002 4 3.5000000000000004 5 6 10.500000000000002 9.5000000000000018 4.5000000000000009 7 3.5000000000000004 3.5000000000000004 12.500000000000002 8 20.500000000000004 3.5000000000000004 9 1.0000000180025095e-35 10 3.5000000000000004 11.500000000000002 11
decision_type=2 9 2 9 1 1 2 2 1 2 1 1 2 2 2 1 2 2 2 1 2 2 1 2 1 2 2 1
left_child=1 2 8 7 9 25 20 10 15 -3 -2 -10 19 -12 -13 16 23 24 -11 -6 -7 22 -17 -1 -5 -4 -27 -18
right_child=3 4 5 17 12 6 -8 -9 11 18 13 14 -14 -15 -16 21 27 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.011725728244338355 0 0 0 0 0 0.031041693687810724 0 0 0 0.013090732762814717 0.040832384241716507 -0.016427606007303332 0 0 0 0 0 0 0 -0.016929438798395945 0 0 -0.0026898924013908799 0 -0.0054209963974248552 -0.0026197479766231976 0 -0.00039495413071035171
leaf_weight=14.742904641390853 4.4099629031916265 5.4446896744721016 3.0275376974186647 0.70307877523009665 2.2685524592889124 43.991812293178555 2.7533600329807078 2.7916327893326516 1.2911679073822597 5.3687659760053066 21.113201928010323 27.414590460710322 1.4649412606431713 0.20812651672167604 1.5711172060655361 3.6186801775595541 0.79615091462619603 2.4069286768553857 0.094967090932186582 86.369100857459671 0.029739390922258191 1.7018561910008418 5.2125811077148665 13.31302051707098 7.5774810231923748 9.0132974282532778 0.17906732673873271 4.1711188856843355
leaf_count=114903 28578 106884 28652 10413 33551 325182 11354 42542 14420 55327 154359 361656 26879 1413 13142 32067 6221 23617 2419 1338149 1074 9606 44710 125866 108948 58537 2425 23106
internal_value=0 -0.000368078 0.00640355 0.0198917 -0.0106646 0.0212939 0.02441 0.0269367 -0.00470308 0.00410468 0.0345402 -0.010382 -0.0154708 0.0336955 -0.0130522 0 0.00404435 -0.00333557 0.0127879 -0.0174167 0.030989 -0.0010696 -0.00215482 0.0102049 -0.00596228 0 -0.000513383 0
internal_weight=0 233.839 132.828 39.2104 101.011 58.9948 46.7749 28.5229 73.8332 10.9084 25.7313 30.2769 90.1026 21.3213 28.9857 43.5563 33.0232 10.6875 5.46373 88.6377 44.0216 10.5331 8.83126 28.0559 8.28056 12.2199 9.19236 4.96727
internal_count=3106000 2736130 1172921 369870 1563209 427224 337610 226892 745697 164630 184350 389218 1398579 155772 374798 356479 270096 142978 57746 1371700 326256 86383 76777 240769 119361 89614 60962 29327
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=14681666 11275056 513 545 420 258 8 5 8 260 256 32
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=37
num_cat=11
split_feature=8 0 0 3 3 2 0 4 4 2 2 2 4 4 4 6 4 2 2 4 4 4 2 3 3 4 2 4 2 0 0 2 2 4 2 4
split_gain=2.29085 1.51762 1.50715 0.943734 0.568266 0.560388 0.480693 0.419064 0.452791 0.385433 0.369452 0.358088 0.33973 0.165826 0.157161 0.156318 0.129547 0.119927 0.469558 0.11175 0.0914495 0.112979 0.0905767 0.0670508 0.0627844 0.0533822 0.113554 0.023725 0.0208551 0.194924 0.0251124 0.0299535 0.0194041 0.0197477 0.0142233 0.010404
threshold=0 1 2 3 4 1.0000000180025095e-35 5 2.5000000000000004 8.5000000000000018 3.5000000000000004 15.500000000000002 9.5000000000000018 15.500000000000002 1.0000000180025095e-35 4.5000000000000009 6 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 10.500000000000002 3.5000000000000004 11.500000000000002 5.5000000000000009 7 8 1.5000000000000002 4.5000000000000009 13.500000000000002 4.5000000000000009 9 10 5.5000000000000009 13.500000000000002 11.500000000000002 3.5000000000000004 1.0000000180025095e-35
decision_type=1 9 9 1 1 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 2 2 9 9 2 2 2 2 2
left_child=1 5 3 6 15 -1 14 28 11 12 27 -9 -6 -11 17 20 -17 18 -2 -8 25 -22 23 -3 -19 35 -27 -7 29 34 31 -30 33 -18 -5 -4
right_child=2 22 4 7 9 10 19 8 -10 13 -12 -13 -14 -15 -16 16 32 24 -20 -21 21 -23 -24 -25 -26 26 -28 -29 30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0 0.00099991966403118696 0 0 0.0027244929195371259 -0.02016026942077143 0.036081311856655911 -0.0099322190294564607 0.020779196091259722 0 0.0043977724115106366 0 0 0 -0.0046986877066761646 0.007453255702206874 0 0.0087569951723118263 0.0051758181862508433 -0.0097462253503629442 0 -0.0078445157930981425 0 0 -0.0058922758984690671 0 0.0067151480131833171 0 0 0 -0.0053943869690294922 0 0.0050931759956639195 0 0 0 -0.0021967801489651182
leaf_weight=3.2896814988957912 7.6208120453266011 2.1694177646022581 6.7489765896416483 2.1245073611801222 37.623828923169185 18.487066943191174 33.275820623754043 32.075718400004916 2.0641052988266884 5.439180803541606 0.44352319554854958 0.81349781389144382 0.14313941902764682 14.065109227793071 7.2147565205759738 2.8621977696839149 7.6966439318712219 1.8322002212062216 26.474276678633032 0.42892533689337042 9.0612197928821807 0.17139595000298946 1.336165923383305 5.6910701053420798 0.89430423698649897 5.607244617325704 1.0774294267539515 0.027882116732142914 1.296021321959415 24.457821248745862 1.5669854512616428 4.2522903164135641 0.11251863952929841 0.11007592124042265 0.3164446592254534 4.7628731222412171
leaf_count=54779 74325 29212 87564 40648 751581 119914 432036 290214 22256 66504 6291 6121 4849 168352 12155 35687 83206 4913 58608 5997 118650 3503 14877 97338 2670 77870 10352 502 7891 297546 17653 31122 2587 1746 3609 62699
internal_value=0 0.0189435 -0.000470093 0.0043826 -0.00923315 0.0268808 -0.000677717 0.0109947 0.0169648 -0.013661 0.0347709 0.0192159 -0.0188533 0 0.00227964 0 0.00543302 0 -0.00331996 -0.00775212 -0.00250163 -0.00569828 -0.000403835 -0.00491831 0.00388049 0 0.00357976 0.0360031 0 0 0.00237044 0.0031768 0.00811848 0.00844028 0.00131644 -0.00123894
internal_weight=0 31.4448 242.19 146.708 95.4818 22.2482 77.7411 68.9674 34.9533 57.2713 18.9585 32.8892 37.767 19.5043 44.0363 38.2106 10.7814 36.8216 34.0951 33.7047 27.4291 9.23262 9.19665 7.86049 2.7265 18.1965 6.68467 18.5149 34.0141 26.8988 7.1153 5.54831 7.91924 7.80672 2.44095 11.5118
internal_count=3105827 322913 2782914 1307764 1475150 181486 590704 717060 318591 991286 126707 296335 756430 234856 152671 483864 123226 140516 132933 438033 360638 122153 141427 126550 7583 238485 88222 120416 398469 341803 56666 39013 87539 84952 44257 150263
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4 8392290 7078672 394 384 4719104 1 288 136 2097152 2359824
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=30
num_cat=17
split_feature=1 4 0 6 0 3 0 0 3 2 2 3 4 2 3 2 5 8 7 0 3 2 2 2 2 4 3 4 8
split_gain=2.08358 0.772851 0.973473 0.86291 1.91783 1.1621 1.12085 0.74551 0.668889 0.57194 0.375213 0.349914 0.269001 0.236256 0.23256 0.221012 0.165781 0.145918 0.130499 0.0975704 0.0443158 0.0422949 0.0365731 0.0235888 0.0197384 0.0117194 0.00956585 0.00620721 0.00459466
threshold=0 4.5000000000000009 1 2 3 4 5 6 7 3.5000000000000004 1.0000000180025095e-35 8 10.500000000000002 10.500000000000002 9 13.500000000000002 10 11 12 13 14 5.5000000000000009 15.500000000000002 9.5000000000000018 11.500000000000002 16.500000000000004 15 20.500000000000004 16
decision_type=9 2 9 1 9 1 9 9 1 2 2 1 2 2 1 2 1 1 1 9 1 2 2 2 2 2 1 2 1
left_child=1 3 11 4 13 21 15 18 19 26 20 -3 28 -1 -8 -5 -12 24 -2 23 -7 -6 27 25 -11 -4 -9 -13 -10
right_child=7 2 8 6 5 10 14 9 12 17 16 22 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.023325776767777147 0.029672977953295404 0 0.0098668396833170927 0.019222887610326301 -0.013142108909042603 0 -0.0081166613290680166 0 0 0.013448472321205537 0.011068066656486917 0.021503698027587372 0 0 0 0 0 0 0 0 -0.0029331429599637727 0 0 0 0 0 -0.0076711361826176591 0 -0.012467187271229235
leaf_weight=39.121096157707598 14.673648911255441 5.4075469116851309 5.4970237181278208 12.77551337866316 17.20137432089405 4.0497455087033813 12.234876256472488 3.6868850469363679 2.4992292737351818 1.7296019279237951 60.010377947261077 21.016667017103838 0.9554789962421627 2.7980151174451739 10.173614998100676 0.5477982280845034 5.5026887653389158 4.047391079069711 0.1935265555184732 1.0219843347440472 11.510101593888065 4.0924655282924496 0.077262158516531509 0.1183997470907342 0.069362061205538228 0.057128172882585093 11.976978108819823 0.01304174357210186 20.545072743987486
leaf_count=885325 6809 63723 93122 161942 321888 36469 87983 11803 27655 2234 414990 159647 16035 45818 69638 14071 85588 4981 2882 14828 214680 41850 1735 1559 233 1534 49887 481 267307
internal_value=0 -0.000108522 0.00661926 -0.00431515 -0.00821604 0 0.00343338 0.0188731 -0.000988406 0 0.00652365 0.0142395 -0.00938059 -0.0194352 -0.00387453 0.0143931 0.00990392 0.00876897 0.0238074 0.00493594 0 -0.0102728 0.0178051 0.00728421 0.0100426 0.0096903 -0.00805525 0.0214726 -0.013287
internal_weight=0 237.227 57.2088 180.018 144.286 102.367 35.7318 36.3774 30.6943 21.5102 81.0729 26.5145 23.9998 41.9191 22.4085 13.3233 65.5131 5.84636 14.8672 6.69454 15.5598 21.2938 21.107 5.67255 1.79896 5.55415 15.6639 21.0297 23.0443
internal_count=3106697 3027868 647626 2380242 2046608 1115465 333634 78829 422040 69138 751727 225586 310997 931143 157621 176013 500578 7448 9691 111043 251149 363738 161863 96215 2467 94656 61690 160128 294962
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 4983480 1 11289836 46 10749028 262752 51 71 848 2 6 1 2097474 256 64 4
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=35
num_cat=11
split_feature=8 0 0 3 3 2 2 2 0 2 2 4 2 3 4 4 2 0 4 2 2 4 3 4 2 2 4 0 2 4 4 0 4 4
split_gain=2.02411 1.40625 1.3499 0.770857 0.739778 1.82178 0.516641 0.883961 0.776914 0.490914 0.364584 0.367521 0.349005 0.348394 0.300297 0.268304 0.231203 0.223141 0.210394 0.171241 0.0859133 0.0779222 0.067268 0.066085 0.0443881 0.144276 0.142026 0.0436295 0.0427248 0.0287778 0.0223795 0.0200613 0.0161523 0.00449927
threshold=0 1 2 3 4 2.5000000000000004 2.5000000000000004 5.5000000000000009 5 1.0000000180025095e-35 108.50000000000001 15.500000000000002 15.500000000000002 6 10.500000000000002 8.5000000000000018 9.5000000000000018 7 8.5000000000000018 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 8 7.5000000000000009 2.5000000000000004 13.500000000000002 4.5000000000000009 9 15.500000000000002 6.5000000000000009 13.500000000000002 10 11.500000000000002 4.5000000000000009
decision_type=1 9 9 1 1 2 2 2 9 2 2 2 2 1 2 2 2 9 2 2 2 2 1 2 2 2 2 9 2 2 2 9 2 2
left_child=1 9 4 24 6 17 8 14 -2 -1 11 -5 30 18 21 16 -7 19 -10 32 22 -8 -3 -19 29 26 -26 28 -9 -4 -11 -21 -6 -15
right_child=2 20 3 10 5 15 7 27 13 12 -12 -13 -14 33 -16 -17 -18 23 -20 31 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0 -0.0048312018585022374 0 -0.0026149944071535646 -0.020801265343919677 0.0067532905763555877 0.024377896680450886 0 0.0052980769981133078 0.016826524483427356 0.033974726480658704 0 0 0 -0.0011437894566861081 0 0 0 -0.0088683354359202111 0 0 0 -0.020335054213666704 -0.0058038226675952266 0 0.0083953578726266142 0 0 0 0 0 0 -0.0017158189800672236 0 0
leaf_weight=3.2675440630068833 13.587529914448167 2.1585549532446748 20.310271217510039 38.171331730291968 15.896139572941138 27.86787299375829 4.2117227823328092 5.1324446755697863 24.761148133050941 19.247977334571267 0.029722015700825888 0.096606053306458217 0.44932519313988351 4.3913967003809402 0.18530120277682627 0.53841217059380042 3.1185793661406924 10.597241499523758 0.60043160803797846 1.5237586844677935 1.342129139931785 12.662564919928625 5.6481387284056819 0.63046051941455594 16.120252517514025 1.6101799198186189 3.84547939152253 3.6483650131322047 0.45104170038757718 2.2275623979439834 0.028184112967209241 28.142367130132701 0.11814161071197382 1.2893677315678358
leaf_count=54212 269197 29080 314496 628598 278298 162325 33275 20152 169581 122280 756 3333 6411 81072 1047 3501 30241 196566 4267 30944 14909 73291 97726 10357 158156 27529 29434 44395 5540 42622 502 148335 2255 10610
internal_value=0 0.0177913 -0.000321662 -0.0093427 0.00377729 0.0089582 -0.000879077 -0.00944324 0.0017964 0.0253772 -0.015718 -0.0194485 0.0326881 0.00975415 -0.0171612 0.021858 0.0229343 0 0.0131779 0.00150341 -0.000307012 -0.0189667 -0.00478311 -0.006307 0 0.00274147 0.00605251 0 0.00309376 -0.00103475 0.0338981 0 0.00647916 0
internal_weight=0 32.1419 241.766 82.4114 159.354 88.433 70.9213 26.2914 44.6299 22.993 38.2977 38.2679 19.7255 31.0423 17.0596 31.5249 30.9865 56.9081 25.3616 45.6804 9.14882 16.8743 7.80669 11.2277 44.1137 21.5759 19.9657 9.23185 5.58349 22.5378 19.2762 29.6661 16.0143 5.68076
internal_count=3105293 325120 2780173 1204924 1575249 862822 712427 177700 534727 183405 632687 631931 129193 265530 107613 196067 192566 666755 173848 459832 141715 106566 126806 206923 572237 215119 187590 70087 25692 357118 122782 179279 280553 91682
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4 8392290 23864144 224 202 524608 192 832 288 525056 64
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=34
num_cat=18
split_feature=1 4 0 6 0 2 0 3 3 0 2 2 3 4 2 3 3 2 0 8 7 4 2 2 3 3 2 5 4 2 3 4 4
split_gain=1.96996 0.752945 0.858904 0.816913 1.77531 1.7214 1.06021 0.708192 0.675478 0.636464 0.545829 0.541715 0.513128 0.389911 0.30206 0.291149 0.222277 0.212017 0.168111 0.143235 0.123258 0.0542534 0.0471286 0.0403951 0.0330987 0.0317681 0.0194975 0.0186244 0.017264 0.0133667 0.00924012 0.006473 0.00325949
threshold=0 4.5000000000000009 1 2 3 5.5000000000000009 4 5 6 7 3.5000000000000004 3.5000000000000004 8 10.500000000000002 8.5000000000000018 9 10 13.500000000000002 11 12 13 6.5000000000000009 15.500000000000002 9.5000000000000018 14 15 11.500000000000002 16 16.500000000000004 1.0000000180025095e-35 17 20.500000000000004 12.500000000000002
decision_type=9 2 9 1 9 2 9 1 1 9 2 2 1 2 2 1 1 2 9 1 1 2 2 2 1 1 2 1 2 2 1 2 2
left_child=1 3 10 4 12 8 17 18 -6 20 15 30 14 -9 29 -3 -8 -5 23 26 -2 -12 25 28 32 -7 -13 -14 -4 -1 -11 -17 -23
right_child=9 2 7 6 5 22 16 13 -10 11 21 19 27 -15 -16 31 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0 0.028124660783936353 0 0.01034062280654271 0.018488127768766738 0 0 -0.0080173674840009045 -0.015648718998725126 -0.022427671230196195 0 -0.003886612396010933 0.013288077757913795 0 0 0 0.023108670240713374 0 0 0 0 0 0.0040430499902236981 0 0 0 0.0040081464192867596 0 -0.0025772446326493888 0 0.014880087554414546 -0.0073782368201757821 0 0
leaf_weight=3.7714688120904674 15.209082155102806 2.4795767614032238 9.8755503385109424 13.040696419891898 19.401676322439926 0.59882370305422161 12.178440815858265 16.232339194957611 68.264046978981014 3.696470367251095 4.3321470509690689 1.774349618812266 13.554504958704001 0.66507417031971172 2.0301191242942869 20.352232331822972 10.247077295911369 0.54886289048954573 1.5454863365703193 4.0395292498869813 0.19422029247470973 0.75611776510049822 1.9958662265344163 0.19538508369078122 0.92746426104349644 12.875608671298322 0.069400060312545864 3.8729359397184462 0.080272118961148275 17.874109393022081 11.812855679560018 0.01256383026156882 0.040186618929510587
leaf_count=78333 6809 29299 164339 163526 145218 10128 87118 208903 1116211 11802 27615 2234 215986 11006 24017 169424 69978 14069 20053 4979 2880 4304 27702 2395 7715 129253 232 75860 2130 221128 49843 467 410
internal_value=0 -0.000304125 0.00627043 -0.00442348 -0.00819212 -0.0140895 0.00298921 -0.000871652 -0.0201346 0.0181198 0.0131845 0 0.00356732 -0.0103694 0.00992826 0.0191942 -0.00390097 0.0138246 0.00445292 0.00865655 0.0225991 0 0.00115342 0.00767218 0.000868362 0.00349742 0.00992434 -0.000746468 0.0101189 0.0142359 -0.00774263 0.0192549 0.0029495
internal_weight=0 237.749 57.4944 180.254 144.239 103.136 36.0151 28.5941 87.6657 36.7959 28.9003 21.3926 41.1031 16.8974 23.6757 22.8444 22.4255 13.5896 11.6967 5.88328 15.4033 6.05592 15.4703 10.1512 1.72377 13.4744 1.84375 17.4274 9.95582 21.6456 15.5093 20.3648 0.796304
internal_count=3105366 3026587 648060 2378527 2043836 1428512 334691 408826 1261429 78779 239234 69090 615324 219909 323478 199190 157096 177595 188917 7445 9689 40044 167083 168864 12429 139381 2466 291846 166469 299461 61645 169891 4714
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=1 13372088 1 10498 10749028 115 256 262752 849 23 848 2097474 6 1 664 3 2 64
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=30
num_cat=11
split_feature=2 0 0 4 3 3 2 2 3 4 3 8 2 4 4 8 2 4 4 4 4 2 2 4 4 4 8 3 8
split_gain=1.88415 2.06089 1.80958 2.72687 1.3228 1.06884 1.12695 0.71328 0.469884 0.440871 0.388056 0.233074 0.206884 0.198053 0.184773 0.159684 0.200604 0.14719 0.0663013 0.0244586 0.0188451 0.0151902 0.0137057 0.0123797 0.00345939 0.0323449 0.00300466 0.00290589 0.00190085
threshold=5.5000000000000009 0 1 2.5000000000000004 2 3 4.5000000000000009 15.500000000000002 4 3.5000000000000004 5 6 1.5000000000000002 10.500000000000002 9.5000000000000018 7 3.5000000000000004 2.5000000000000004 3.5000000000000004 12.500000000000002 20.500000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 11.500000000000002 8 9 10
decision_type=2 9 9 2 1 1 2 2 1 2 1 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 1 1
left_child=2 7 3 8 9 24 20 10 15 -4 -2 -10 -13 17 -12 16 -1 23 27 -11 -7 -17 -14 28 -5 -26 -19 -3 -6
right_child=1 18 4 5 13 6 -8 -9 11 19 14 12 22 -15 -16 21 -18 26 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0090766844874180137 0 0 0 0 0 0.027865835306521376 0 0 0 0.012600869553091502 0.037136399559832091 -0.015561834339042978 0.00026460561295592783 0 0 -0.0020618069107102665 0 0 0 0 0 0 -0.001773181777189786 0 -0.0030231918412643522 0 -0.018911647162073449 -0.0054713443895823563 -0.0014602685419687286
leaf_weight=17.659743376365899 4.478230248167165 0.70792233201427734 5.3715938432305848 3.0368090575557281 0.86794994663068792 45.824376121458954 2.7848627490475328 2.7850548809219609 1.421392549180382 5.5225351003082324 22.488333577764944 23.277812529191579 7.8938129813250297 1.4895869142328582 0.21153346147911989 5.7328738979974814 3.198094890187348 1.1315875616719495 2.4136555916957141 0.092430812015663721 0.029708056526941529 1.1710967317249013 12.746915327554232 9.0234443626341072 9.1745493771395523 0.1845763236924548 48.775362069607581 7.6027276945824251 26.96992213257727
leaf_count=179884 28969 10450 106822 27927 14057 328004 11342 43049 15242 57106 157319 308840 59500 26895 1413 59156 20290 15472 23536 2359 1074 6871 89558 159026 59848 2485 704611 110313 473954
internal_value=0 0.0173812 -0.000199507 0.00559724 -0.00953166 0.0185667 0.0217859 0.0243186 -0.00403034 0.00394487 0.0311296 -0.00863737 -0.0106636 -0.0142554 0.0307507 0.000318437 0.0051353 -0.016095 -0.00340601 0.0123086 0.0278158 0 0 0 0 -0.000937512 -0.0199241 -0.00603638 -0.00146302
internal_weight=0 40.6875 233.381 134.137 99.2444 61.0349 48.6389 29.9632 73.1017 10.9866 27.1781 45.3399 43.9185 88.2579 22.6999 27.7618 20.8578 86.7683 10.7243 5.61497 45.8541 6.90397 20.6407 36.8613 12.3959 9.35913 49.9069 8.31065 27.8379
internal_count=3105372 375049 2730323 1170021 1560302 430680 340420 230750 739341 166287 187701 473140 457898 1394015 158732 266201 200174 1367120 144299 59465 329078 66027 149058 647037 90260 62333 720083 120763 488011
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=11275056 14681666 513 545 164 258 8 5 8 256 8
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=36
num_cat=12
split_feature=8 0 0 3 2 3 2 2 0 2 2 4 3 2 4 4 2 0 4 2 3 4 2 3 4 0 2 2 2 4 4 4 0 4 4
split_gain=1.8103 1.28785 1.20613 0.68701 1.54198 0.642754 0.512379 0.784412 0.683956 0.431361 0.348059 0.351145 0.320179 0.312815 0.289802 0.247334 0.233801 0.214661 0.205425 0.170741 0.113024 0.0850071 0.0777942 0.0669322 0.0629485 0.0305126 0.036481 0.0265147 0.120552 0.13197 0.0257148 0.0185782 0.0176821 0.0165602 0.00251614
threshold=0 1 2 3 2.5000000000000004 4 2.5000000000000004 5.5000000000000009 5 1.0000000180025095e-35 108.50000000000001 15.500000000000002 6 15.500000000000002 10.500000000000002 8.5000000000000018 9.5000000000000018 7 8.5000000000000018 1.0000000180025095e-35 8 1.0000000180025095e-35 5.5000000000000009 9 7.5000000000000009 10 15.500000000000002 2.5000000000000004 13.500000000000002 4.5000000000000009 6.5000000000000009 13.500000000000002 11 11.500000000000002 4.5000000000000009
decision_type=1 9 9 1 2 1 2 2 9 2 2 2 1 2 2 2 2 9 2 2 1 2 2 1 2 9 2 2 2 2 2 2 9 2 2
left_child=1 9 3 6 17 27 8 14 -2 -1 11 -7 18 20 21 16 -6 19 -10 33 -11 -8 23 -3 -19 26 -9 30 29 -29 -4 -22 -21 -5 -14
right_child=2 22 5 4 15 10 7 25 12 13 -12 -13 34 -15 -16 -17 -18 24 -20 32 31 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0 -0.0044273799839832 0 -0.0024647245124934953 0.006816965613231152 0.022630769431953388 -0.019929620826334603 0 0.0046213018010752968 0.01594349470949449 0 0 0 -0.00085658954581404364 0 0 0 0 -0.0086279629770340417 0 0 0.036106475857634525 -0.019829252810685642 0 -0.0056399984193862777 0 0 0 0.0076858487061413575 0 0 0 0 -0.0016117289274455522 0 0
leaf_weight=3.2569452120396845 13.361120618521452 2.1448238471220975 20.232742820131083 15.86854678930376 28.690358837227908 37.42950871145058 4.173096896984144 5.3589923726976849 25.176262818044055 2.3553443993841938 0.026887576372245259 0.097111263767145739 4.2917145842511699 0.43561573023180145 0.18966024259316228 0.54286283410692604 3.1839009370305567 10.490395463554247 0.62318172742379729 1.511701435030318 17.741446862331951 12.393330048011192 1.3782390253509218 5.5688784071144237 0.63807943580286597 3.755199690389416 0.45169815245390044 16.423822703454796 1.6135155074171041 3.8902637991195652 2.2634516256512134 0.02181042715892445 28.069223585067451 0.11997521518060317 1.3438892393041895
leaf_count=54448 267638 29224 315873 276190 164554 623680 33367 20338 169339 20764 735 3336 80738 6309 1045 3505 31055 197358 4267 30894 103443 72244 14957 97645 10484 44785 5563 159864 27774 29493 42750 382 148353 2255 10667
internal_value=0 0.0165578 -0.000481459 0.00331808 0.00837959 -0.00902022 -0.00105781 -0.00949417 0.00156677 0.0237657 -0.014909 -0.0185639 0.00914731 0.0305079 -0.0166237 0.0201119 0.0211663 0 0.0124212 0.00163351 0.0316424 -0.0184312 -0.000191605 -0.00454836 -0.00612526 0 0.00258081 0 0.00204488 0.00531747 -0.000956313 0.0298043 0 0.00653826 0
internal_weight=0 32.9031 242.21 160.233 89.115 81.9773 71.1181 26.322 44.7962 23.8112 37.5535 37.5266 31.435 20.5542 16.7561 32.4171 31.8743 56.6979 25.7994 45.5694 20.1186 16.5664 9.09194 7.7137 11.1285 9.56589 5.81069 44.4238 21.9276 20.3141 22.4962 17.7633 29.5809 15.9885 5.6356
internal_count=3105316 327172 2778144 1574639 864648 1203505 709991 177342 532649 185346 627751 627016 265011 130898 106656 199114 195609 665534 173606 457692 124589 105611 141826 126869 207842 70686 25901 575754 217131 189357 358623 103825 179247 278445 91405
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=4 8392290 23864144 202 224 524608 192 832 35 288 525056 64
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=37
num_cat=19
split_feature=1 8 2 4 4 0 0 2 0 3 2 3 3 2 3 6 8 2 3 3 3 0 0 4 3 4 2 4 3 2 3 2 2 4 2 4
split_gain=1.79758 0.707073 1.0586 0.689649 0.7524 1.55583 0.883624 0.86592 0.730444 0.596717 0.584536 0.369295 0.367618 0.312266 0.65902 0.333286 0.293905 0.282637 0.271891 0.251009 0.219975 0.53561 0.172636 0.161765 0.134468 0.103363 0.105804 0.0488491 0.0334753 0.0317371 0.0298998 0.023465 0.0144466 0.0193714 0.00639702 0.00436153
threshold=0 1 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 2 3 3.5000000000000004 4 5 1.5000000000000002 6 7 1.5000000000000002 8 9 10 3.5000000000000004 11 12 13 14 15 12.500000000000002 16 7.5000000000000009 8.5000000000000018 11.500000000000002 17 9.5000000000000018 18 15.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 108.50000000000001 20.500000000000004
decision_type=9 1 2 2 2 9 9 2 9 1 2 1 1 2 1 1 1 2 1 1 1 9 9 2 1 2 2 2 1 2 1 2 2 2 2 2
left_child=3 2 -2 4 6 13 10 28 11 22 19 31 -4 14 -6 24 -12 -8 -9 -1 21 25 27 -11 -15 26 -3 29 -7 -10 -17 35 -23 -34 -18 -5
right_child=1 20 12 8 5 7 17 18 9 23 16 -13 -14 15 -16 30 34 -19 -20 -21 -22 32 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37
leaf_value=0.0036320897278422763 0 0.01673564273903963 0 0.020990938771866734 -0.00011760724669384114 0 -0.012124962585763446 0.0049870974295273523 0.010484839506224593 -0.012905817303414625 0 0 0.031349170566322235 0 0.014371561292737551 0 0.019418224949684235 0 -0.0051907569397103845 -0.006120500605699501 -0.0049533407283094931 0 0 0 -0.0090869905892025111 0 0 0 -0.020696910045993954 0 0.0041194751701772421 0 0 -0.0032653573666777454 0 0
leaf_weight=11.14043218166853 2.3751140102212949 6.8124600300216116 1.8729955311373478 13.797461394166016 6.0539237345119545 4.3238657131987566 9.8289156741748211 13.332623299047553 8.9181365922340721 17.072515151388878 5.3011538725259015 13.873911866863638 7.9405603681152561 7.0761925919723581 8.9628700667112735 0.567379481948592 21.073120507920528 4.8490531173156333 11.680094205325078 8.9967125953480718 11.520353327836348 1.5347391445266092 3.5802601471968947 0.35761276246557727 10.596583021068001 0.3125782262704887 0.2998054370345925 0.23925532643079428 49.510763187292469 0.14683506567780646 7.0597134647250668 0.050835573834775327 0.65370443947722368 4.1062669767725311 0.015028402474853375 0.0094084187167035038
leaf_count=172318 11472 6132 3010 101018 129983 78575 260138 106505 116754 236491 38982 124483 11623 65119 190167 4526 157551 65894 130298 133928 20973 12429 53815 7557 141383 507 263 4035 647069 1545 56809 1177 967 11030 437 345
internal_value=0 0.017 0.0225583 -0.000552485 -0.00447595 -0.00884588 0.000854 -0.0150389 0.00560278 -0.000453691 0.00861892 0.0121835 0.033031 0.00208983 0.00884685 0 0.0152494 -0.00672804 0 0 0 0.00417345 0.00399687 -0.00945973 -0.00770917 0.0116944 0.0157896 0.00749299 -0.0212925 0.0100695 0.00364388 0.0169581 -0.000656893 -0.00221114 0.0162101 0.020965
internal_weight=0 37.4286 12.1887 238.415 180.368 119.164 61.2044 78.8473 58.0462 30.3146 46.5264 27.7316 9.81356 40.3167 15.0168 25.2999 26.3893 14.678 25.0127 20.1371 25.2399 13.7196 12.8845 17.4301 17.6728 7.42484 7.11227 9.30423 53.8346 9.06497 7.62709 13.8577 6.29471 4.75997 21.0881 13.8069
internal_count=3105308 78406 26105 3026902 2379682 1550434 829248 962447 647220 420197 503216 227023 14633 587987 320150 267837 196970 326032 236803 306246 52301 31328 176149 244048 206502 6902 6395 122334 725644 118299 61335 102540 24426 11997 157988 101363
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=1 6 10855689 10488416 4983480 307 680 547 306 1 2 900 369 420 2100064 8388928 784 32 518
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=33
num_cat=17
split_feature=1 8 2 4 6 0 2 0 0 3 3 3 3 3 2 3 3 0 2 0 4 4 2 4 2 2 3 2 5 2 4 4
split_gain=1.67368 0.689887 1.02544 0.616865 0.703959 1.65277 1.4505 0.997432 0.675679 0.619378 0.55161 0.490727 0.378193 0.346253 0.300903 0.208291 0.206134 0.517812 0.200873 0.168405 0.156685 0.100813 0.103297 0.0475441 0.0452516 0.030928 0.0298836 0.0219509 0.0168954 0.0140837 0.0191071 0.00488713
threshold=0 1 1.0000000180025095e-35 4.5000000000000009 2 3 5.5000000000000009 4 5 6 7 8 9 10 8.5000000000000018 11 12 13 13.500000000000002 14 12.500000000000002 7.5000000000000009 8.5000000000000018 11.500000000000002 4.5000000000000009 9.5000000000000018 15 15.500000000000002 16 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004
decision_type=9 1 2 2 1 9 2 9 9 1 1 1 1 1 2 1 1 9 2 9 2 2 2 2 2 2 1 2 1 2 2 2
left_child=3 2 -2 4 5 11 9 18 13 -7 19 14 -4 -5 -1 -9 17 21 -6 23 -12 22 -3 25 31 -10 -8 -28 -13 -19 -31 -15
right_child=1 16 12 8 7 6 26 15 10 -11 20 28 -14 24 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 30 -32 -33
leaf_value=0.013983690039718125 0 0.016373747166797067 0 0 0.017666093210692922 0 0 -0.0079114219303635398 0.010232682360399196 -0.021310850394234894 -0.012505288124059755 0 0.030661353108483721 0.018855373295744784 0 0 -0.0048486116256984263 0 0 0 0 0 0 0 0 0 0.0038718003466485179 0 -0.0024189232226744604 0 -0.003227811077075106 0
leaf_weight=21.759763411109819 2.3754780888011728 6.9261616788480751 1.8728458704954383 5.5193285960776848 13.341260981684169 19.404221936565591 5.2277435040141409 12.118310068048229 9.0071357337110332 66.727945681907613 16.857104189391983 13.550895918939204 8.1914278355070547 19.628632680383827 2.0513079438242121 10.359298818568279 11.463972771196497 1.5347754730391878 0.54689729185702241 3.5868813596025566 0.35553376550887961 0.3125782262704887 0.2998054370345925 0.23925532643079428 2.8575554473154616 0.14685305245620917 9.4677524324415554 1.2963219131815993 3.8179796427548363 0.653540629760755 4.0930839844804723 0.011852395864479059
leaf_count=301437 11541 6155 3009 64147 165106 145949 61169 86318 117560 1108615 235872 214944 11629 146174 24357 70080 20964 12571 14104 54054 7545 507 263 4035 18083 1545 91189 17958 76404 966 11031 437
internal_value=0 0.0164865 0.0219677 -0.00035399 -0.00415752 -0.00769701 -0.013478 0.00244429 0.00540617 -0.0190799 -0.000280829 0.00346919 0.0321936 0.0117116 0.0096949 -0.00398161 0 0.00397754 0.0131936 0.00380908 -0.00911543 0.0114254 0.0154335 0.00729921 0.0151791 0.00981916 5.13683e-06 0.00242627 -0.000645177 -0.000628218 -0.00217344 0.018827
internal_weight=0 37.7237 12.4398 237.88 179.67 143.304 102.124 36.3658 58.2101 86.1322 30.1928 41.1799 10.0643 28.0174 23.8111 22.4776 25.2839 13.8199 13.8882 12.9801 17.2126 7.53855 7.22597 9.39324 22.498 9.15399 15.9918 10.7641 17.3689 6.2814 4.74662 19.6405
internal_count=3105718 78636 26179 3027082 2377630 2042022 1424880 335608 649452 1254564 420611 617142 14638 228841 325794 156398 52457 31493 179210 177194 243417 6925 6418 123140 164694 119105 170316 109147 291348 24568 11997 146611
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 6 1 10498 10749028 4983480 256 307 849 547 71 848 420 2100064 8388928 323 2
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=34
num_cat=11
split_feature=8 0 0 3 2 3 2 2 0 3 2 2 4 2 4 0 4 2 3 4 2 4 2 2 3 0 4 2 2 4 4 4 4
split_gain=1.59111 1.19094 1.09833 0.611242 0.717733 0.566019 0.413797 1.03099 0.668836 0.448137 0.361778 0.330271 0.335031 0.292032 0.263932 0.17008 0.203283 0.237849 0.160061 0.14235 0.139671 0.134025 0.128294 0.0729706 0.0636564 0.0580126 0.0189553 0.0175008 0.107865 0.122576 0.0220819 0.0161684 0.0141417
threshold=0 1 2 3 2.5000000000000004 4 5.5000000000000009 2.5000000000000004 5 6 1.0000000180025095e-35 108.50000000000001 15.500000000000002 15.500000000000002 10.500000000000002 7 5.5000000000000009 1.0000000180025095e-35 8 8.5000000000000018 15.500000000000002 1.0000000180025095e-35 11.500000000000002 5.5000000000000009 9 10 9.5000000000000018 2.5000000000000004 13.500000000000002 4.5000000000000009 6.5000000000000009 13.500000000000002 11.500000000000002
decision_type=1 9 9 1 2 1 2 2 9 1 2 2 2 2 2 9 2 2 1 2 2 2 2 2 1 9 2 2 2 2 2 2 2
left_child=1 10 3 4 15 27 7 8 -5 -10 -1 12 -7 18 21 32 17 -17 -12 22 25 -9 -6 24 -3 26 -8 30 29 -29 -4 -20 -2
right_child=2 23 5 6 19 11 20 14 9 -11 13 -13 -14 -15 -16 16 -18 -19 31 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34
leaf_value=0 0.0057951596024994022 0 -0.0022334004733722732 -0.0059987116871670519 0.018662920495669307 -0.019066540033072663 0.010610550882894631 0 0.012209289172855877 0 0 0 0 0 0 0 0 -0.010163465782596954 0.034864432322309492 0 0 -0.019589526856795578 0 0 -0.00548104200446764 0 0 0.0072503332972803508 0 0 0 0 0
leaf_weight=3.2114008726503043 12.533679395679879 2.1641965291437373 20.113794452238839 16.380366756826334 24.758159730150517 36.71066638506727 7.9624062256934831 5.1140831385255359 25.922236415055067 12.010380695049205 4.1269053433043155 0.028581731838129509 0.097387993891969837 0.43625009512834267 0.2453228936992663 10.004773118145296 4.1087910357709907 20.070278449360558 16.697808269078461 0.37544601061017502 1.0088327506000485 14.749117371353348 1.2382783346656641 1.3807603315017329 5.4921666796763002 3.6145707757896153 0.085845649831753579 16.612031488486544 1.6148419593009737 3.8903743612827375 2.2710660610737241 0.019760448174564682 0.12183197511149124
leaf_count=53730 211537 29243 316234 338025 141435 623800 35934 39146 174534 149243 32754 752 3336 6475 1376 165806 26997 122499 92872 2430 15252 87505 13933 14964 97005 43234 407 161233 28197 29709 43144 347 2222
internal_value=0 0.0155607 -0.000282659 0.00327912 0.00860206 -0.00854163 -0.00013398 -0.00525441 0 0.00773235 0.022454 -0.0141149 -0.0176877 0.0286528 -0.0162261 0 -0.00297867 -0.00681919 0.0297567 0.0170389 0.00542855 -0.0178189 0.0178239 -8.02646e-05 -0.00440325 0.00798166 0.00820453 0 0.0016729 0.00492408 -0.000745999 0.0286704 0.00444977
internal_weight=0 33.5292 241.643 160.304 73.2112 81.3387 87.0932 74.4215 54.313 37.9326 24.4921 36.8366 36.8081 21.2807 20.1085 46.8394 34.1838 30.0751 20.8445 26.3719 12.6717 19.8632 25.9964 9.03712 7.65636 11.6628 8.04825 44.5021 22.1172 20.5024 22.3849 16.7176 12.6555
internal_count=3105310 327390 2777920 1571515 686859 1206405 884656 789829 661802 323777 186178 627888 627136 132448 128027 529061 315302 288305 125973 157798 94827 126651 155368 141212 126248 79575 36341 578517 219139 190942 359378 93219 213759
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4 8392290 7086928 789 224 524608 192 320 51 288 2622208
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=33
num_cat=14
split_feature=1 0 5 4 3 0 0 4 0 8 2 2 2 8 3 7 4 4 2 2 4 0 4 4 4 3 4 2 3 4 4 2
split_gain=1.56819 0.679566 0.566486 1.46892 0.910285 0.834101 0.760698 0.456723 0.425996 0.35253 0.332771 0.322047 0.204309 0.178117 0.162409 0.138945 0.126841 0.126043 0.112627 0.11231 0.099111 0.0825745 0.0748963 0.0524645 0.0466897 0.02617 0.0238116 0.0191546 0.0182303 0.00906499 0.00675512 0.00427491
threshold=0 1 2 5.5000000000000009 3 4 5 1.0000000180025095e-35 6 7 3.5000000000000004 7.5000000000000009 2.5000000000000004 8 9 10 1.5000000000000002 2.5000000000000004 2.5000000000000004 2.5000000000000004 7.5000000000000009 11 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 12 13.500000000000002 11.500000000000002 13 10.500000000000002 16.500000000000004 109.50000000000001
decision_type=9 9 1 2 1 9 9 2 9 1 2 2 2 1 1 1 2 2 2 2 2 9 2 2 2 1 2 2 1 2 2 2
left_child=2 15 4 7 6 9 26 -4 -9 16 28 -7 25 22 -5 23 18 -12 -6 -18 -15 30 -8 -2 -24 -11 31 29 -3 -19 -16 -1
right_child=1 10 3 14 5 11 13 8 -10 12 17 -13 -14 20 21 -17 19 27 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.014062101249166528 0.027402366975432465 0 0 0 0.0035769404430944351 -0.015532821017704293 0 0 -0.021103401282309628 0.0023142042840510798 0 0 -0.0079812578442969781 -0.0080452991340330942 0.01253637871888905 0 0 0.009268034406060428 -0.0037121353350384385 0.01198528288760662 0 0 0.0060823149408590644 0 0 0 0 0 -0.0065785028321531606 0 0 0
leaf_weight=62.026372146517588 11.554754710827185 3.647255280166064 2.0305649181905236 2.5698995294751512 14.408725271538971 30.375493614765219 1.2703513876331269 2.162191573534983 23.373293039898275 8.8652505243821889 2.7507750672430111 4.1799917824591821 10.203964572610856 17.847387003053889 2.8780848843725839 0.24431190641917311 20.492175895227778 2.9411591838616014 10.499758011517768 11.071730843363182 1.3697720627078513 0.86833630894034231 3.9354519646421977 5.3588902760347983 0.41813746321713541 6.6191631883721156 0.079485868358459721 0.10236694156810688 11.369572273915766 0.047060635470188461 0.025445086606850853 0.014210770325006616
leaf_count=400624 5450 11557 45369 55414 214302 613348 23463 56797 519786 83105 3097 66219 63250 260825 62254 3588 226022 3673 84787 57058 18128 18477 53732 2082 5419 96453 882 309 48655 96 646 404
internal_value=0 0.0159802 -0.000244613 -0.009246 0.000964736 -0.00303017 0.0078789 -0.0183559 -0.0207726 0.000662754 0 -0.0114792 -0.0025854 0 0.00456188 0.0205614 0.00570933 0.00599212 0 0.00880851 -0.00543663 0.00737439 0.000822897 0.0255721 0.00479097 0 0.0125804 0.00877386 -0.00673307 0.00911186 0.00954764 0.0140445
internal_weight=0 38.0161 237.585 33.9078 203.677 116.716 86.9612 27.566 25.5355 82.1608 20.8582 34.5555 25.6884 24.8411 6.34177 17.158 56.4724 5.84136 24.9085 31.5639 19.2172 3.77187 5.62394 16.9136 4.35359 15.4844 62.1201 3.09059 15.0168 2.98822 2.90353 62.0406
internal_count=3105271 78507 3026764 758743 2268021 1504544 763477 621952 576583 824977 67387 679567 242808 361567 136791 11120 582169 7175 299089 283080 278953 81377 82614 7532 59151 179558 401910 4078 60212 3769 62900 401028
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 8651360 2 656 19504065 12848728 271360 9 10 92 1 866 268 64
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=40
num_cat=21
split_feature=1 8 2 4 4 0 0 0 3 8 3 3 2 2 2 3 3 2 8 3 0 4 4 2 8 3 2 4 0 5 8 2 2 2 3 2 4 4 3
split_gain=1.47934 0.692405 0.976665 0.552572 0.827929 1.12417 0.792692 0.548451 0.694213 0.52001 0.474678 0.399663 0.364755 0.356547 0.292592 0.290664 0.275692 0.267408 0.218639 0.192372 0.48703 0.166937 0.111997 0.202754 0.198676 0.101008 0.0968371 0.10017 0.0748528 0.0597471 0.0508088 0.0481761 0.048121 0.0386733 0.0238921 0.0138101 0.0185812 0.00774126 0.00761904
threshold=0 1 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2 3 4 5 6 7 8 108.50000000000001 1.5000000000000002 3.5000000000000004 9 10 3.5000000000000004 11 12 13 12.500000000000002 7.5000000000000009 5.5000000000000009 14 15 8.5000000000000018 7.5000000000000009 16 17 18 7.5000000000000009 1.0000000180025095e-35 15.500000000000002 19 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 20
decision_type=9 1 2 2 2 9 9 9 1 1 1 1 2 2 2 1 1 2 1 1 9 2 2 2 1 1 2 2 9 1 1 2 2 2 1 2 2 2 1
left_child=3 2 -2 4 6 14 9 8 22 34 -7 -4 -12 25 16 28 29 -8 -10 20 26 -17 23 24 -5 -11 27 -3 31 -6 -16 32 -9 37 -1 -22 -37 -20 -32
right_child=1 19 11 7 5 10 17 15 18 13 12 -13 -14 -15 30 21 -18 -19 33 -21 35 -23 -24 -25 -26 -27 -28 -29 -30 -31 38 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0 0 0.015770346306030185 0 0 0.014843479963721089 0 -0.011595546335813835 0 0 0.0034456085556709664 -0.019869799452534989 0.029607327410618153 0 0.018194455094689328 0 -0.011333855847115583 0 0 0.017792967038649177 -0.0048354260471531949 0 0 0 0 -0.010126500914010966 -0.0030392514224863725 0 0 0 0 0 0 0.0073520188510420833 0 -0.0022778603143860233 0 -0.0031720604755557098 0 -0.0040182233602970565
leaf_weight=3.389980673367063 2.3804129246454968 7.1169537528312503 1.8824492157509658 2.5938091848220211 6.5710385373067766 5.1622286253568745 9.5904031572454169 1.309609119682136 9.7463355753316137 7.366363213997376 63.578082295001877 8.5803085363913834 0.064356957100243473 21.601419271921259 1.013382767127041 12.855405907072054 2.7400914511008541 4.8395474857879881 39.595167252624378 11.456129722972038 1.5227141980285503 0.20696421556385836 2.5812894687987855 1.5605949371256418 10.067907089229267 8.4713529692735339 0.31370845278615878 0.30299175858817751 2.8597285588712094 1.1253662618701126 1.7373511892219538 0.41443446644734638 5.3964127078070305 0.10051617447606886 6.0469282991625732 0.65642872641728889 4.0734126589795778 0.019996563811217949 4.7995951332522955
leaf_count=32417 11523 6165 3009 38797 107752 38651 259899 30154 94522 108548 881838 11630 1415 160391 11322 166860 76098 66228 342091 20791 12570 4616 39762 12245 134720 134020 274 496 48564 31374 24059 3212 44063 2437 67362 966 11028 742 63389
internal_value=0 0.015518 0.0210287 -0.000177951 -0.00456735 -0.0101129 0.000741112 0.00390459 0.00819118 0.00818111 -0.0145422 0.0308817 -0.0170376 0.012329 0.00174451 -0.00165907 0.0088109 -0.00630304 0.0128676 0 0.0036535 -0.0076592 0 -0.00503247 -0.00858943 0 0.0109658 0.0148297 3.64831e-05 0.0111183 0 0.00398587 0.00624611 0.0153828 0 -0.000566425 -0.0021264 0.0177591 -0.00330423
internal_weight=0 38.2855 12.8432 237.406 148.097 86.7915 61.306 89.3082 66.2656 46.876 68.8047 10.4628 63.6424 37.4391 17.9868 23.0426 10.4365 14.43 49.462 25.4423 13.9862 13.0624 16.8036 14.2223 12.6617 15.8377 7.73365 7.41995 9.98018 7.6964 7.55033 7.12046 6.70602 39.7157 9.43691 6.25256 4.72984 39.6152 6.53695
internal_count=3106000 78452 26162 3027548 2064763 1235898 828865 962785 665316 502738 921904 14639 883253 402959 313994 297469 215224 326127 439792 52290 31499 171476 225524 185762 173517 242568 6935 6661 125993 139126 98770 77429 74217 345270 99779 24564 11994 342833 87448
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
cat_threshold=1 6 2368522 10488416 13108216 86 2 512 547 598 468 2 420 2100064 2 353 2360322 2 4 280 288
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=30
num_cat=10
split_feature=2 0 0 4 3 3 2 3 2 3 4 4 8 4 4 8 2 2 8 4 4 4 2 4 2 4 4 2 3
split_gain=1.45498 1.81171 1.40516 2.36228 1.24796 1.09531 1.06811 0.617538 0.551652 0.416053 0.390171 0.250347 0.230682 0.180929 0.167646 0.116247 0.182647 0.0899466 0.0671814 0.0639055 0.0363533 0.0356966 0.0271291 0.017603 0.0146371 0.0128231 0.045686 0.049494 0.00490178
threshold=5.5000000000000009 0 1 2.5000000000000004 2 3 4.5000000000000009 4 15.500000000000002 5 3.5000000000000004 10.500000000000002 6 2.5000000000000004 9.5000000000000018 7 3.5000000000000004 1.5000000000000002 8 3.5000000000000004 1.5000000000000002 12.500000000000002 2.5000000000000004 20.500000000000004 3.5000000000000004 3.5000000000000004 11.500000000000002 4.5000000000000009 9
decision_type=2 9 9 2 1 1 2 1 2 1 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1
left_child=2 7 3 9 10 25 23 -2 14 15 -4 13 -11 20 -9 16 -1 -14 -15 28 -6 -12 -19 -7 -17 -5 27 -27 -3
right_child=1 19 4 5 11 6 -8 8 -10 12 21 -13 17 18 -16 24 -18 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.0081802287929972472 0 0 0 0 -0.0025851132969018434 0.025720809712254634 0 0.033549798087055389 0 0 0.011171429683455265 0 -0.014629645111948048 0 0 -0.0020243167992056877 0 0.00011163031090997717 -0.019112126634753611 0 0 0 -0.002507638796171165 0 0 -0.0052594639123587222 0 0 -0.0054385254939059123
leaf_weight=18.052539984808849 4.8583859457612562 0.69221181333341519 9.506503439555674 3.0331444432522394 24.398225114943216 48.70269547263706 2.8704483904075451 23.89488367217383 2.4715584028581352 1.4167046089378346 8.6769546358118497 1.3082060042979708 22.695173219934077 0.94238719078020949 0.21580603627989958 5.7187808220626293 3.2583171086425855 7.9511387337934165 42.815324571013662 2.4293986142401982 7.9884216698346782 0.15452554766125182 13.067382125042057 0.030351137909746195 1.1751076748314515 9.0439070003649196 0.1929937437380439 0.46617290005633627 7.5860616736335924
leaf_count=185491 33173 10386 181401 29068 426872 359652 12265 160503 39299 14802 98232 23328 309401 13041 1412 60064 20764 60663 618819 23348 141361 3687 92370 1099 6930 62686 2636 2157 111326
internal_value=0 0.0149979 -0.00023754 0.0046116 -0.00870421 0.0165237 0.0200189 0.0217411 0.0261239 -0.00425288 0.00284093 -0.0140285 -0.00841589 -0.0161746 0.0330169 0 0.00435434 -0.0104484 -0.0200255 -0.00337483 0 0.010729 0 0.0256723 0 0 -0.00179715 -0.0038482 -0.00595727
internal_weight=0 42.1483 233.465 137.675 95.7905 64.3397 51.6035 31.4406 26.5822 73.3351 18.338 77.4526 45.1304 76.1444 24.1107 28.2047 21.3109 43.7137 43.7577 10.7077 32.3866 8.83148 21.0185 48.733 6.89389 12.7362 9.70307 9.51008 8.27827
internal_count=3106236 379447 2726789 1220048 1506741 469563 373016 234387 201214 750485 283320 1223421 477236 1200093 161915 273249 206255 462434 631860 145060 568233 101919 153033 360751 66994 96547 67479 64843 121712
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10
cat_threshold=11275056 14681794 529 545 258 164 8 5 8 256
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=33
num_cat=11
split_feature=8 0 0 3 2 3 2 2 0 3 2 2 4 3 4 2 0 4 2 4 2 2 4 0 3 4 4 4 2 2 4 4
split_gain=1.40528 1.06954 0.886985 0.577918 0.588537 0.480746 0.394054 0.957588 0.537816 0.403073 0.316775 0.309603 0.315385 0.304544 0.25815 0.216578 0.164289 0.188857 0.237648 0.130818 0.118417 0.115645 0.10462 0.0668164 0.0645856 0.0172788 0.0152379 0.0141516 0.00979612 0.0916313 0.117415 0.0180954
threshold=0 1 2 3 2.5000000000000004 4 5.5000000000000009 2.5000000000000004 5 6 1.0000000180025095e-35 108.50000000000001 15.500000000000002 7 10.500000000000002 15.500000000000002 8 5.5000000000000009 1.0000000180025095e-35 8.5000000000000018 11.500000000000002 15.500000000000002 1.0000000180025095e-35 9 10 9.5000000000000018 13.500000000000002 11.500000000000002 2.5000000000000004 13.500000000000002 4.5000000000000009 6.5000000000000009
decision_type=1 9 9 1 2 1 2 2 9 1 2 2 2 1 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2
left_child=1 10 3 4 16 28 7 8 -5 -10 -1 12 -7 -12 22 26 27 18 -18 20 -6 23 -9 25 -3 -8 -15 -2 31 30 -30 -4
right_child=2 24 5 6 19 11 21 14 9 -11 13 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32 -33
leaf_value=0 0.0057260913644855303 0 -0.0019742015143437443 -0.0055681431431627119 0.017064227183532673 -0.018016034104356825 0.0095989025401932004 0 0.011097183743972174 0 0 0 0 0.032502029331551982 0 0 0 0 -0.0099922715842381774 0 0 0 -0.019174012271202016 0 -0.0038012196979235989 0 0 0 0.0068164856407333585 0 0 0
leaf_weight=3.2106891110584028 12.561426231284255 4.2598761071458284 19.981193567658924 16.123296490653047 25.504150656277496 35.856011428002603 8.3116907863695779 5.1852385359507087 26.579549789084467 12.027799687712102 4.3209417946491149 0.027419265557908967 0.097937130796707517 17.527747302188811 0.25068221768378762 0.2912654603842374 9.9609142637343684 4.1936340612846825 19.974470555489461 0.38206696995439315 1.2509312827532983 0.99667278424567562 14.518838029051038 3.6900556034033771 4.6981689764488674 0.087020505603505494 0.02018042910094564 0.12351179994948402 16.800946679231863 1.5894506262102357 3.9347659779377855 2.2817780778386796
leaf_count=53820 211594 57018 316352 338129 142673 619476 36297 39088 176384 149128 35274 744 3336 94957 1378 4032 166727 27267 122055 2428 13946 15246 86766 43283 83978 407 347 2222 160495 28077 29614 43040
internal_value=0 0.0143122 -0.000514902 0.00254908 0.00789422 -0.00795855 -0.000667988 -0.00549715 0 0.00680308 0.0208021 -0.013148 -0.0166216 0.0264764 -0.0159693 0.0261691 0 -0.00290811 -0.00660311 0.0154676 0.0162452 0.00441267 -0.0175568 0.00688542 0 0.00741846 0.0324458 0.00439135 0 0.00126789 0.00444054 -0.000514714
internal_weight=0 34.3289 242.291 161.722 73.9511 80.5695 87.7708 74.6854 54.7306 38.6073 25.3708 35.9814 35.9539 22.1601 19.9548 17.8392 46.814 34.129 29.9354 27.1371 26.7551 13.0854 19.7041 12.0888 8.95805 8.39871 17.5479 12.6849 44.5881 22.3252 20.7357 22.263
internal_count=3105578 329426 2776152 1575018 688912 1201134 886106 790873 663641 325512 188430 623556 622812 134610 127232 99336 529865 316049 288782 159047 156619 95233 125854 79987 140996 36704 95304 213816 577578 218186 190109 359392
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=4 8392290 23864144 789 224 524608 192 51 320 2622208 352
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=35
num_cat=16
split_feature=1 8 2 4 5 0 3 0 2 2 2 0 8 3 0 3 4 0 3 0 2 4 8 2 2 3 2 2 2 4 2 4 2 2
split_gain=1.36937 0.678512 0.927647 0.511722 0.776028 0.940974 0.79157 1.1133 1.36437 1.05129 0.659136 0.590401 0.488487 0.410538 0.298968 0.292136 0.249611 0.224013 0.179188 0.466962 0.0968294 0.0974452 0.0566293 0.0552084 0.0761683 0.0530492 0.03467 0.0314025 0.0293399 0.0146422 0.0136368 0.0184414 0.0107635 0.00510296
threshold=0 1 1.0000000180025095e-35 7.5000000000000009 2 3 4 5 5.5000000000000009 9.5000000000000018 1.0000000180025095e-35 6 7 8 9 10 1.0000000180025095e-35 11 12 13 8.5000000000000018 7.5000000000000009 14 1.5000000000000002 4.5000000000000009 15 13.500000000000002 1.5000000000000002 108.50000000000001 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35
decision_type=9 1 2 2 1 9 1 9 2 2 2 9 1 1 9 1 2 9 1 9 2 2 1 2 2 1 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 15 7 9 25 10 -1 22 17 -4 -10 26 -7 29 19 20 21 -3 -8 33 -25 -9 -6 -17 -11 32 -21 -32 -5 -13
right_child=1 18 13 12 5 16 11 8 14 28 -12 23 -14 -15 -16 27 -18 -19 -20 30 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 31 -33 -34 -35
leaf_value=0 0 0.015353753485544658 0 0.020333840090435387 0.011068181195679278 0 0 0 0.012614749294163197 -0.002938172509484872 0.021103555849365324 0 0 0.028544599380245828 0 -0.0033117569910814382 -0.022876025259337393 0 -0.0047819397254966721 0 0 0 -0.014258194678787592 0.0054894811440372761 0 -0.012078166388807415 0 0 0 0 0 -0.0031587506796279235 0 -0.0011374356194776961
leaf_weight=7.9192509813192364 2.382040833184873 7.2496711470575974 1.8806344993590747 7.3939143217248784 3.312776273129201 1.6145684357079577 4.3993022953764012 35.105754802945739 9.7207732834904146 3.9984380926107397 44.310920795961465 8.4777305095219617 2.6990647115253514 8.978753781417252 1.7534273557284894 4.1302232169409763 19.270521546060081 1.388915277308113 11.426868749009374 1.5278122940417214 0.32380485599060183 0.30350993333922804 26.475531342808612 13.596888407346798 5.739222929272727 24.823142326278685 0.15205240100476647 2.3385816102054378 0.019954393765146849 0.032911214091654872 0.65747813977577596 4.0688004166167957 0.024073360273177857 9.4428640622563762
leaf_count=180018 11492 6159 3008 87066 76342 36471 68162 186137 60047 52175 489435 177510 36035 11632 16199 112552 432138 23628 20770 12567 274 496 471408 76632 39720 285794 3249 48056 687 1212 966 11029 647 65618
internal_value=0 0.0146463 0.0201157 -0.00045277 -0.00298981 -0.0128574 0 0.00435599 -0.00129354 0.0122017 0.017953 -0.00661705 0.00832436 0.0296012 0.0108944 0.000132365 -0.0178792 0.0126077 0 0.00337314 0.0106301 0.0144182 -0.0125264 0 0.00334518 -0.00996276 0.00813316 -0.00100921 -5.55221e-05 0.0159041 -0.000569612 -0.0021162 0.0202564 0
internal_weight=0 38.7994 13.2414 238.141 226.602 30.8187 195.783 127.652 71.4031 56.2486 52.2302 68.1315 11.5389 10.8594 11.4742 9.93363 20.8851 8.83981 25.5579 14.1311 7.87699 7.55318 30.8748 37.2567 19.3361 59.9289 3.46483 6.4688 4.01839 7.4509 6.25409 4.72628 7.41799 17.9206
internal_count=3105331 78393 26132 3026938 2878350 708808 2169542 1270492 548177 722315 669453 899050 148588 14640 76246 240199 468609 112553 52261 31491 6929 6655 539570 359480 116352 471931 79591 160608 52862 88925 24562 11995 87713 243128
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 6 2 271744 752 14682394 9194906 5 547 262752 321 788466 420 2100064 12 640
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=34
num_cat=16
split_feature=1 0 4 5 3 3 0 2 2 4 0 0 8 2 2 0 4 0 0 8 6 4 2 7 4 4 2 4 2 2 2 3 4
split_gain=1.29103 0.687463 0.480564 0.677171 0.921053 0.690085 0.973272 1.01956 0.932863 0.759598 0.611475 0.562593 0.473175 0.329969 0.321623 0.287825 0.234662 0.259411 0.225034 0.217518 0.189667 0.128073 0.122162 0.106426 0.0539638 0.0301506 0.0187658 0.0142484 0.0134332 0.0134087 0.0104748 0.00947092 0.00906991
threshold=0 1 7.5000000000000009 2 3 4 5 5.5000000000000009 3.5000000000000004 1.5000000000000002 6 7 8 3.5000000000000004 1.5000000000000002 9 1.0000000180025095e-35 10 11 12 13 2.5000000000000004 9.5000000000000018 14 1.0000000180025095e-35 5.5000000000000009 11.500000000000002 20.500000000000004 1.5000000000000002 13.500000000000002 15.500000000000002 15 10.500000000000002
decision_type=9 9 2 1 1 1 9 2 2 2 9 9 1 2 2 9 2 9 9 1 1 2 2 1 2 2 2 2 2 2 2 1 2
left_child=2 20 3 5 15 6 8 14 9 -1 -9 25 18 31 -8 29 -6 -18 27 -13 23 -15 -21 -2 -10 28 32 30 -7 -5 -4 -3 -23
right_child=1 13 12 4 16 11 7 10 24 -11 -12 19 -14 21 -16 -17 17 -19 -20 22 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0 0.025001709278437007 0 0.019833949618977414 0.011346879360841673 0 0 0 0.014457282925872495 0.00033497175103430863 0.027467418549933259 0 0 0 0 -0.011005443156138862 0 0 -0.020476309566623996 0 -0.014567556629961266 0 0.0089526202250378162 0 0 -0.003685347592682576 0 0 0 0.0036436390241749912 0 0 -0.0066953732829323348 0
leaf_weight=8.5078567120040152 14.733425752994663 3.7109698170570482 7.549818535668237 1.4332621768235183 1.5798806517268591 3.1528277984614288 38.861939256717051 12.414418373273291 3.8857221905600445 11.578172504237498 2.8939978957441772 9.0201202855105276 2.6984280671404113 2.8190648355248404 40.767047400273441 2.948436843390482 1.4931073470002045 22.873459813499725 1.3930003932546222 48.403135599757661 3.0256687308628907 3.0360556626710613 1.6901387265133951 0.19143533087662845 9.4525329671087075 0.79982819561155327 0.10419799385454087 0.032911214091654872 4.7340849251572763 0.056435135837091255 0.024073360273177857 11.433569301818354 0.048838818724107003
leaf_count=142262 6415 11556 87463 32374 36601 107092 481833 78617 34656 158441 24980 92266 36036 3095 252296 62776 41301 529327 23696 582931 1933 3673 20375 2772 103376 13612 309 1212 81752 894 647 48578 96
internal_value=0 0.0141379 -0.000491458 -0.00296894 -0.0122308 0 0.0039157 0 0.0130358 0.0217863 0.0103361 -0.00632998 0.00791015 0 -0.00698907 0.00126404 -0.0166002 -0.0209086 0.0122398 -0.0102272 0.0188938 0.00549871 -0.0123339 0.024469 0 0.000642531 0.00844943 0.0155243 0.00293696 0.00846055 0.0197572 -0.00699822 0.00879146
internal_weight=0 39.1032 238.245 226.546 30.3846 196.162 128.362 94.9374 33.4243 20.086 15.3084 67.8001 11.6982 21.1527 79.629 4.43813 25.9464 24.3666 8.9998 59.1134 17.9505 6.00816 50.0933 14.9249 13.3383 8.68674 3.18909 7.6068 7.88691 1.4897 7.57389 15.1445 3.08489
internal_count=3105243 78427 3026816 2877762 703273 2174489 1276461 837726 438735 300703 103597 898028 149054 67307 734129 96044 607229 570628 113018 695572 11120 7173 603306 9187 138032 202456 4078 89322 188844 33268 88110 60134 3769
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 8651360 2 257 752 12584986 263008 18874465 5 1284 270464 788466 12 1 1 64
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=30
num_cat=12
split_feature=8 0 0 3 2 4 4 2 0 4 3 2 2 3 4 4 2 0 2 0 0 3 4 4 2 0 4 4 4
split_gain=1.18818 0.998929 0.801358 0.706833 0.867224 0.637533 0.494493 0.537696 0.491587 0.439604 0.339115 0.443541 0.28452 0.318559 0.274816 0.215145 0.199093 0.177352 0.128435 0.0803354 0.0651053 0.064526 0.0641974 0.180163 0.181438 0.0465175 0.0239592 0.014719 0.00989635
threshold=0 1 2 3 6.5000000000000009 2.5000000000000004 8.5000000000000018 8.5000000000000018 4 10.500000000000002 5 7.5000000000000009 1.0000000180025095e-35 6 15.500000000000002 1.0000000180025095e-35 15.500000000000002 7 15.500000000000002 8 9 10 1.5000000000000002 3.5000000000000004 6.5000000000000009 11 1.0000000180025095e-35 13.500000000000002 9.5000000000000018
decision_type=1 9 9 1 2 2 2 2 9 2 1 2 2 1 2 2 2 9 2 9 9 1 2 2 2 9 2 2 2
left_child=1 12 3 4 9 15 7 8 -7 25 22 14 -1 -14 -12 20 27 -17 19 28 -5 -3 26 24 -24 -2 -4 -15 -6
right_child=2 21 10 5 18 6 -8 -9 -10 -11 11 -13 13 16 -16 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0 0 0 0 0.0048229826537369951 0.01237774166632956 0 0 0 0.018925435794422438 0 -0.016172688606561885 0 0 0.030530419098361197 0 0 0 -0.0073345241713315594 0 0 0 -0.0037995009258845937 0.010719284334078951 0 0 -0.011139160210044574 -0.0031426889580348696 0 0
leaf_weight=3.213882587033825 0.24215410401848203 4.2706366709635404 6.5623355112265944 21.993809359760689 4.6983733167107857 2.9770777538387847 2.4957184986324128 1.4577536773267628 44.053140103660553 0.90683698115390043 43.94460911583883 5.7640294206939862 4.3387324702252945 18.243236874986916 0.1273617909882877 3.3768987573560025 0.28757277766453526 18.257403407857968 0.73947326241250255 1.8115010646361032 2.9048108207389332 4.6973177214204025 6.1251747340566025 9.362876554947432 0.92951741575234326 57.842288307047056 5.1019659240919282 0.020930666660205044 0.037820743344127439
leaf_count=54266 2947 57234 87369 204285 24746 55090 27071 9953 343999 9738 712039 76689 35520 95971 4174 69402 4004 186325 10818 19944 62208 84035 77943 107741 10763 597400 72952 347 211
internal_value=0 0.0131754 -0.000312575 0.0024846 -0.00220446 0.00756734 0.0135495 0.015888 0.0180834 -0.00904412 -0.00758498 -0.0109664 0.0194564 0.0247235 -0.0149668 0 0.0246283 -0.00513301 0.00725613 0.00942647 0.00379583 0 0 0.00339459 0.00794076 -0.0115128 -0.00160323 0.0304738 0.00951585
internal_weight=0 35.0723 241.713 163.795 66.2784 97.5166 50.9837 48.488 47.0302 58.9913 77.9179 49.836 26.1044 22.8905 44.072 46.5329 18.5517 21.6343 7.28717 6.5477 24.8986 8.96795 28.0819 16.4176 7.05469 58.0844 11.6643 18.2642 4.73619
internal_count=3105184 331377 2773807 1624137 665804 958333 436113 409042 399089 610085 1149670 792902 190108 135842 716213 522220 100322 255727 55719 44901 266493 141269 356768 196447 88706 600347 160321 96318 24957
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=4 8392290 23864272 170 4726848 160 51 2105408 2884160 2097984 352 4194304
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=35
num_cat=16
split_feature=1 8 3 4 5 3 3 0 2 0 2 2 2 0 4 0 2 2 3 0 3 0 4 2 0 8 4 4 2 4 2 2 4 4
split_gain=1.1959 0.667558 0.956055 0.429374 1.04131 0.886283 0.698788 1.03666 1.17763 0.795456 0.631999 0.423003 0.416405 0.269029 0.253271 0.224334 0.198925 0.18224 0.323997 0.175381 0.136525 0.132095 0.0732479 0.0518601 0.0390073 0.0286979 0.0603799 0.0276867 0.0148639 0.0130563 0.0127134 0.00283549 0.00181305 0.00142624
threshold=0 1 2 10.500000000000002 3 4 5 6 3.5000000000000004 7 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 8 1.0000000180025095e-35 9 1.0000000180025095e-35 1.0000000180025095e-35 10 11 12 13 6.5000000000000009 4.5000000000000009 14 15 1.5000000000000002 7.5000000000000009 13.500000000000002 20.500000000000004 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002
decision_type=9 1 1 2 1 1 1 9 2 9 2 2 2 9 2 9 2 2 1 9 1 9 2 2 9 1 2 2 2 2 2 2 2 2
left_child=3 2 12 4 6 13 7 8 10 25 -1 16 -2 27 -7 -16 -9 21 24 -13 -5 22 -3 29 30 26 -8 28 -6 -22 -19 -4 -10 -27
right_child=1 17 31 20 5 14 9 11 32 -11 -12 19 -14 -15 15 -17 -18 18 -20 -21 23 -23 -24 -25 -26 33 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0 0 0.010002503379491543 -0.00092279511837911523 0 0.011238606839774757 0 0 0 0 -0.012900917899109668 0.025769734110500681 0.0078914340983416674 0.035660103676497641 -0.00034969565031239277 0 -0.021480262650095769 -0.0079654668680526723 0.0045027695595419477 -0.008822677119345184 0 0.013682975367479467 0 0 0 0 0 0.0040466304530243948 0 0 0 0 0 -0.00066279574208587516 -0.00061896481019837633
leaf_weight=5.6460006348111191 1.3653710209255203 3.6294915335583937 3.2979749970327239 1.1422516651327885 1.463855392692494 1.5801578524469793 19.712690331190061 12.980332418504984 4.4781646780156725 26.588317929049936 22.474344140380708 7.2638055962815997 6.8319354167360871 3.1507790255682266 1.5659540572883086 23.677282904453936 49.286325297582152 1.5749055383894299 15.875920288439376 3.5261210974495025 1.6665923074378954 1.4021794554082614 0.37166867346240895 0.18432405175371958 2.6953642644020874 5.7755481402434707 26.691697313398436 0.12158195927077042 0.06327138887172612 0.044935171194083412 0.14559462366742071 2.1601164851235808 11.271434421722004 7.2271736721404523
leaf_count=120079 6091 16120 9892 20334 32641 36736 245178 210481 36308 537247 273066 44542 7876 67157 42724 552501 290027 1362 23399 23258 22924 4965 2988 1682 3260 70328 228991 1901 955 1696 138 2270 102371 63836
internal_value=0 0.0137239 0.0191796 -0.000245543 -0.00250175 -0.0139946 0 0.00511653 0.0132631 -0.00478077 0.0221547 -8.36506e-05 0.0264893 0.000447193 -0.0176948 -0.0221638 -0.00574132 0 -0.00469672 0.00540023 0.00896305 0.00448769 0.0067989 0.0097948 0 0 0.00182246 0.00804644 0.0110154 0.0135219 0.00305772 0 0 0
internal_weight=0 39.3505 13.6554 237.583 234.545 31.6229 202.922 116.927 43.8699 85.9954 28.1203 73.0566 8.19731 4.79949 26.8234 25.2432 62.2667 25.6951 20.2918 10.7899 3.0381 5.40334 4.00116 1.89585 4.41586 59.4071 46.4044 1.64871 1.52713 1.71153 1.7205 5.45809 15.7496 13.0027
internal_count=3105324 78361 26129 3026963 2980327 734615 2245712 1100132 531824 1145580 393145 568308 13967 102654 631961 595225 500508 52232 28159 67800 46636 24073 19108 26302 4760 608333 474169 35497 33596 24620 1500 12162 138679 134164
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 6 348 2 257 720 14944410 2622304 1284 270464 36 608 85 262722 2361440 5
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=33
num_cat=14
split_feature=1 0 4 5 3 3 0 2 0 2 2 2 0 4 4 0 2 0 3 4 7 2 4 8 4 2 2 4 3 4 4 4
split_gain=1.13912 0.622729 0.405441 0.937193 0.857997 0.656922 0.901868 1.07057 0.736324 0.577629 0.374339 0.313464 0.267562 0.243298 0.237716 0.224242 0.18449 0.172271 0.135155 0.125811 0.0636888 0.0513419 0.0276093 0.023708 0.0565932 0.0185437 0.013981 0.0129686 0.00988046 0.0091143 0.00156925 0.00130879
threshold=0 1 10.500000000000002 2 3 4 5 3.5000000000000004 6 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 7 3.5000000000000004 1.0000000180025095e-35 8 1.0000000180025095e-35 9 10 2.5000000000000004 11 4.5000000000000009 7.5000000000000009 12 1.5000000000000002 11.500000000000002 13.500000000000002 20.500000000000004 13 10.500000000000002 1.0000000180025095e-35 1.5000000000000002
decision_type=9 9 2 1 1 1 9 2 9 2 2 2 9 2 2 9 2 9 1 2 1 2 2 1 2 2 2 2 1 2 2 2
left_child=2 13 3 5 12 6 7 9 23 -1 16 28 22 20 -6 -16 -8 -12 -4 -13 -2 27 26 24 -7 29 -5 -20 -3 -21 -9 -25
right_child=1 11 18 4 14 8 10 30 -10 -11 17 19 -14 -15 15 -17 -18 -19 21 25 -22 -23 -24 31 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0 0.024657226845700032 0 0 0.01119958076177373 0 0 0 0 -0.012466027024891125 0.024320222180802015 0.0077724069131909091 0 -0.00031059875244416631 0 0 -0.020841941590454306 -0.0075123249189256759 0 0.01359696318059473 0.0088335817859296218 0 0 0 0 0.0038315128419404093 0 0 0 -0.0065273500226902363 0 -0.00061676742237077881 -0.00059301004176278099
leaf_weight=5.6434494096224652 12.460441589768379 3.7116077789105475 1.1371864563297993 1.4748968657959265 1.593706944193406 19.737488595392279 12.965894296845361 4.473049416586945 26.257554014698144 23.086034552691672 7.3159109115713363 2.8198510143465674 3.1338560046742714 5.8247231603781975 1.5796260974643699 23.163837478814461 48.898361595067399 3.5230821856694075 1.6905577387551605 3.0719823467316028 0.11584600958485758 0.18372677366096457 0.12155125255412724 5.7784606323846202 26.809039836377451 0.10450254489660427 0.059697226959542493 0.044935171194083412 11.341206625802444 0.049775516599765868 11.252323024264113 7.2174578961348743
leaf_count=120164 5450 11557 20336 32555 37039 245463 210348 36332 536190 275497 44929 3095 67197 4102 43202 548846 290003 23246 23052 3673 1568 1678 1901 70405 229540 309 927 1696 48543 96 102319 64019
internal_value=0 0.013477 -8.07122e-05 -0.00233202 -0.0132971 0 0.00496176 0.0124785 -0.00463289 0.0208874 0 0 0.000468465 0.017966 -0.0170914 -0.0214532 -0.00532792 0.00527334 0.00890267 0.00538684 0.024318 0.00973356 0.00802714 0 0.00165509 0.00832741 0.0109891 0.0134361 -0.00680883 0.00866967 0 0
internal_weight=0 39.4999 237.142 234.085 31.1272 202.958 117.158 44.4549 85.8 28.7295 72.7032 21.0989 4.79 18.401 26.3372 24.7435 61.8643 10.839 3.05641 6.04611 12.5763 1.91922 1.65615 59.5424 46.5465 3.22626 1.53459 1.73549 15.0528 3.12176 15.7254 12.9959
internal_count=3105277 78393 3026884 2980122 731667 2248455 1102838 534312 1145617 395661 568526 67273 102580 11120 629087 592048 500351 68175 46762 7173 7018 26426 35383 609427 475003 4078 33482 24748 60100 3769 138651 134424
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=1 8651360 2 257 720 14944410 2622304 1284 270464 608 85 1 5 64
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=29
num_cat=14
split_feature=2 0 0 3 4 0 3 3 3 2 3 2 0 0 2 4 4 4 8 4 0 2 8 4 4 4 4 8
split_gain=1.11623 1.53274 1.18511 0.919483 0.85267 1.34096 0.793138 0.664855 0.627693 0.523841 0.442545 0.419696 0.416409 0.334676 0.3078 0.253684 0.186802 0.150207 0.122421 0.11216 0.0820227 0.0361526 0.0298993 0.00608762 0.00588176 0.0089014 0.00496245 0.00259802
threshold=5.5000000000000009 0 1 2 2.5000000000000004 3 4 5 6 4.5000000000000009 7 15.500000000000002 8 9 4.5000000000000009 11.500000000000002 1.0000000180025095e-35 9.5000000000000018 10 3.5000000000000004 11 4.5000000000000009 12 20.500000000000004 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 13
decision_type=2 9 9 1 2 9 1 1 1 2 1 2 9 9 2 2 2 2 1 2 9 2 1 2 2 2 2 1
left_child=2 3 6 -2 7 8 24 12 -6 23 21 17 -4 -9 -15 18 20 -5 -8 26 -14 22 -7 -10 -1 -26 -3 -12
right_child=1 19 4 11 5 10 15 13 9 -11 27 -13 16 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0 0 0 0.0098636846252365198 0.031679234922693332 0 0.0040108842286513974 0 0 0.022599876447844461 0 0 0 0.0038896812155643219 -0.015383156883314531 0 0 -0.006510635936492236 0 -0.018474002319735217 0 0 0 0 0 0.0021390945040093623 0 -0.0066831886665558284 -0.0098180444604719849
leaf_weight=16.278222987101348 4.569140304098255 3.0602472665159421 10.970934743070073 23.897689749295761 6.1029026045862338 12.876759659737216 0.80878935691998777 5.1988225704330944 51.512242436984707 2.8916094480027814 0.50006088254122005 2.3405763055561684 14.850272491725264 33.780235106830332 2.0821287172384464 0.35505443248621205 13.841702324660217 0.20640026569708325 34.807320812605212 2.8923307621244012 1.9206189106944336 0.63964219581248549 1.554981953737294 0.012105934978534516 2.3078062457516344 3.232441232778001 6.4333753776463709 16.549703583589693
leaf_count=218353 30182 41894 196117 149185 54866 154375 13829 107497 338503 11752 6740 36850 46440 482344 15655 7041 93585 1291 596996 25359 30056 2795 19664 439 21962 40900 95834 264705
internal_value=0 0.0130296 -9.45325e-05 0.0196498 0.00304998 0.0091943 -0.0100367 -0.00151783 0.0153229 0.018549 -0.00156199 0.0248734 0.00292405 -0.00875301 -0.0117261 -0.0157745 0 0.0311766 -0.0192468 -0.00265409 0.000453916 0.00168089 0.00352358 0.0225817 0 0.00128645 -0.00632041 -0.0088558
internal_weight=0 43.3998 233.074 31.0138 175.285 92.64 57.7896 82.6447 60.5189 54.416 32.1211 26.4447 41.5835 41.0612 35.8624 35.9712 30.6126 24.1041 35.6161 12.386 16.7709 15.0714 14.4317 51.5243 21.8185 5.54025 9.49362 17.0498
internal_count=3105209 380595 2724614 217508 1825533 853839 899081 971694 405560 350694 448279 187326 366198 605496 497999 617866 170081 150476 610825 163087 76496 176834 174039 338942 281215 62862 137728 271445
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=9177904 1857589 258 12584642 608 388 33 787 2098504 10493952 8 512 3 8
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=33
num_cat=16
split_feature=1 8 3 2 4 5 3 3 0 2 2 0 2 2 0 4 0 2 3 0 3 0 4 2 0 4 8 2 2 4 2 4
split_gain=1.05043 0.65832 0.95254 0.404451 0.402549 0.810218 0.816081 0.574166 0.804041 0.957498 0.840815 0.647369 0.288248 0.267033 0.263998 0.236402 0.235103 0.182083 0.322268 0.175627 0.136254 0.127263 0.0721587 0.0509351 0.0373554 0.027613 0.0152192 0.0272125 0.0143425 0.0128282 0.00312371 0.000947667
threshold=0 1 2 1.0000000180025095e-35 10.500000000000002 3 4 5 6 3.5000000000000004 1.0000000180025095e-35 7 5.5000000000000009 1.0000000180025095e-35 8 1.0000000180025095e-35 9 1.0000000180025095e-35 10 11 12 13 6.5000000000000009 4.5000000000000009 14 7.5000000000000009 15 1.0000000180025095e-35 13.500000000000002 20.500000000000004 2.5000000000000004 1.0000000180025095e-35
decision_type=9 1 1 2 2 1 1 1 9 2 2 9 2 2 9 2 9 2 1 9 1 9 2 2 9 2 1 2 2 2 2 2
left_child=4 2 3 -2 5 7 14 8 9 10 -1 26 13 -10 25 -8 -17 21 24 -14 -6 22 -3 29 -19 28 27 -9 -7 -22 -4 -11
right_child=1 17 30 -5 20 6 15 11 12 31 -12 -13 19 -15 -16 16 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0 0 0.0097489498933840627 -0.00096834138201451622 0.034419154017197771 0 0.011126944310989942 0 0 0 0 0.024120683172636246 -0.011873854294384893 0.0072209104016371511 -0.0078109907035991454 -0.00032193899238592763 0 -0.020222409815587615 0.002991320940112065 -0.0088688973273106722 0 0.013491619067583189 0 0 0 0 0 0 0.0025888986505532416 0 0 0 -0.00047962673373197397
leaf_weight=5.3439054239484021 1.3761705858742042 3.7068309598416818 3.3130076187771911 7.1689530431121966 1.1461150543636893 1.495468666007582 1.566895875001143 10.564888414875893 13.283106127960307 4.4799968714996785 23.171252738588009 25.812379367530866 7.558795967421247 49.153830971155912 3.1387617530735952 1.5622338754924383 22.673349711822997 1.7472402168805272 15.902979844304356 3.7053496450716903 1.719947912351927 1.3936335204925878 0.37698803962484806 0.18382154848950438 2.7098772392018873 0.12253233821320475 13.026100033174769 36.263929168091181 0.061685500888415734 0.044818806018156354 2.1889759042769583 11.195427193983049
leaf_count=112215 6086 16144 9878 7876 20432 32756 37015 228179 219402 35744 269998 534194 45293 298914 67180 42919 544471 1500 23395 25431 23112 4974 2990 1681 3259 1905 134420 249760 944 1696 2270 99526
internal_value=0 0.0128449 0.0183069 0.0255745 -0.000131 -0.00236759 -0.012573 0 0.00447351 0.0116435 0.019621 -0.0045327 0 -0.00483281 0.00040469 -0.0164177 -0.0207176 0 -0.00482929 0.00418733 0.00877656 0.00426827 0.00659772 0.00965667 0 0.00796613 0 0.00132393 0.0109097 0.0133315 0 0
internal_weight=0 39.8847 14.0471 8.54512 237.275 234.18 30.6209 203.559 117.892 44.1906 28.5152 85.6673 73.7011 62.4369 4.81845 25.8025 24.2356 25.8375 20.3601 11.2641 3.0947 5.47745 4.08382 1.94859 4.45712 1.67969 59.8549 46.8288 1.55715 1.76477 5.50198 15.6754
internal_count=3105559 78372 26110 13962 3027187 2980266 727190 2253076 1106523 517483 382213 1146553 589040 518316 102785 624405 587390 52262 28154 70724 46921 24108 19134 26489 4759 35605 612359 477939 33700 24808 12148 135270
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 6 348 2 257 720 14944282 19399521 1284 270464 36 608 85 262722 2361440 5
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=13
split_feature=1 0 4 5 0 3 0 2 2 0 2 4 3 2 2 4 0 3 4 4 7 2 2 2 8 2 4 4 3 4
split_gain=1.00297 0.604347 0.382685 0.737872 0.800428 0.539422 0.694065 0.875151 0.771309 0.626963 0.306849 0.263547 0.248547 0.248341 0.247085 0.228144 0.170138 0.135577 0.123931 0.0636802 0.0611627 0.0504808 0.0336776 0.032038 0.0273433 0.0183486 0.0127351 0.00898427 0.00414353 0.000910995
threshold=0 1 10.500000000000002 2 3 4 5 3.5000000000000004 1.0000000180025095e-35 6 3.5000000000000004 3.5000000000000004 7 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8 9 2.5000000000000004 7.5000000000000009 10 4.5000000000000009 13.500000000000002 12.500000000000002 11 11.500000000000002 20.500000000000004 10.500000000000002 12 1.0000000180025095e-35
decision_type=9 9 2 1 9 1 9 2 2 9 2 2 1 2 2 2 9 1 2 2 1 2 2 2 1 2 2 2 1 2
left_child=2 11 3 5 12 6 7 8 -1 24 28 20 19 14 -8 -6 -15 -4 -12 22 -2 26 -5 -14 -7 27 -19 -20 -3 -9
right_child=1 10 17 4 15 9 13 29 -10 -11 18 -13 23 16 -16 -17 -18 21 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 0.023645500272113033 0 0 0.011136350126781113 0 0 0 0 0.022795109974399985 -0.012258392460844557 0 0 -0.0032667971290611837 0.0070668703214165967 -0.007368473845485262 -0.021479162222028909 0 0.013399792760857097 0.0086354254095028036 0 0 0 0 0 0.0017021847389257546 0 0 0 -0.0064758441507858731 -0.00047027721691282609
leaf_weight=5.3240437524132203 12.804095551777209 3.756235623088287 1.1451008413714578 3.2923424937694117 1.6178197860845127 11.85448545311101 13.271409546457106 4.476853824540739 23.74509627907446 19.263246692558823 2.8387229459603978 5.9155115331341213 6.1818319384265124 7.6271244129402476 48.776181820277998 18.394050053360843 3.6920785937054443 1.7456208049679847 3.1320024638826007 0.29825517093559017 0.11656156746721613 0.18353708523318335 0.14660427009039256 0.3078260918300656 54.370622392018959 0.10600597823395208 0.044818806018156354 0.050250116524693911 11.312956709360153 11.191559445311212
leaf_count=111909 5450 11558 20455 71286 37178 129238 219368 35737 272871 441277 3095 4105 161452 46485 298455 437255 25369 23226 3673 5946 1568 1680 3260 6174 576670 309 1696 96 48539 99833
internal_value=0 0.0126043 -9.70914e-06 -0.00223859 -0.0120183 0 0.00433309 0.0109227 0.0184988 -0.00439661 0 0.0170826 0 0 -0.00442979 -0.0166842 0.00404825 0.00869646 0.00514962 0.00745972 0.0233097 0.00959031 0.0106491 -0.00105361 0 0.00812463 0.0132399 0.00847054 -0.00684302 0
internal_weight=0 40.0323 236.951 233.831 30.2387 203.593 118.104 44.7376 29.0691 85.4884 21.1962 18.8362 10.2269 73.3668 62.0476 20.0119 11.3192 3.11908 6.12698 3.7372 12.9207 1.97398 3.43895 6.48966 66.2251 3.28826 1.79044 3.18225 15.0692 15.6684
internal_count=3105213 78393 3026820 2979763 722551 2257212 1110027 520350 384780 1147185 67270 11123 248118 589677 517823 474433 71854 47057 7173 80492 7018 26602 74546 167626 705908 4078 24922 3769 60097 135570
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=1 8651360 2 271744 720 14944282 19503969 321 608 85 1 2 64
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=30
num_cat=13
split_feature=8 0 0 3 3 3 2 2 4 2 0 4 2 4 4 0 4 2 2 3 3 0 4 2 2 4 4 3 3
split_gain=0.982868 0.918456 0.651541 0.526344 0.296973 0.263708 0.364972 0.261689 0.270164 0.181533 0.177051 0.11998 0.100281 0.104614 0.06762 0.152579 0.213673 0.165555 0.0951318 0.119104 0.0627999 0.0577498 0.0140984 0.00693192 0.0727944 0.109891 0.0196802 0.00420498 2.80746e-05
threshold=0 1 2 3 4 5 1.0000000180025095e-35 108.50000000000001 15.500000000000002 15.500000000000002 6 8.5000000000000018 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 7 10.500000000000002 6.5000000000000009 4.5000000000000009 8 9 10 13.500000000000002 2.5000000000000004 13.500000000000002 4.5000000000000009 6.5000000000000009 11 12
decision_type=1 9 9 1 1 1 2 2 2 2 9 2 2 2 2 9 2 2 2 1 1 9 2 2 2 2 2 1 1
left_child=1 5 3 10 23 -1 -7 8 -6 22 11 12 13 -2 18 27 17 -17 19 21 -3 -5 -8 26 25 -25 -4 -16 -20
right_child=2 20 4 14 7 6 9 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 28 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0 0 0 -0.0021185113828364271 0.0073205435211166825 -0.015609255981806442 0 0.028289316716975311 0 0 0 0 0 0 0.015770387356479048 0.00096068766291473005 -0.0081029657845714722 0 0 0 0 -0.0037493199509099542 0 0 0.0063031074480961223 0 0 0 0 -7.9851296029600157e-05
leaf_weight=5.1314509389735594 22.746449956851393 4.2878392387528947 20.054754281280569 18.686899702302981 33.978248377115051 2.3738177644891065 19.081785726000824 0.026723200600826114 0.10058790817129093 0.28592719208427197 5.1549656816696361 1.433240733711499 2.2654458993329163 23.533897427934789 5.5616306669458027 64.59819221725138 1.1904240886415198 6.1010333576541589 0.57678789347482962 2.3559024109235969 4.6739313198731889 1.6985620791347198 0.021850361261384843 17.026473500289292 1.5142832568035363 3.980481723583579 2.320986185954097 2.1974134896254327 4.0301414270852538
leaf_count=53974 278239 57791 318838 121167 614340 34942 96517 727 3337 4316 132920 15183 19043 195111 84525 533039 10659 37012 5205 51805 84888 26662 347 158684 27692 29068 44034 39978 25886
internal_value=0 0.0119968 -0.000110235 0.0023347 -0.00674696 0.0180356 0.0213759 -0.010949 -0.0141812 0.0274898 0.00821608 0.00997154 0.0119759 0.0126818 -6.60814e-05 -0.0024846 -0.00443691 -0.00672603 0 0.00424705 0 0.00595635 0.0282322 0 0.000888595 0.00388388 -0.000729179 0 0
internal_weight=0 35.8566 241.134 162.131 79.0025 26.8948 21.7634 34.1056 34.0788 19.3896 55.134 49.979 48.5458 46.2803 106.997 79.6487 71.8896 70.6992 27.3483 22.7414 8.96177 20.3855 19.1036 44.897 22.5212 21.007 22.3757 7.75904 4.60693
internal_count=3105929 332775 2773154 1576434 1196720 190096 136122 618404 617677 101180 640496 507576 492393 473350 935938 705213 580710 570051 230725 199634 142679 147829 96864 578316 215444 187752 362872 124503 31091
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=4 8392290 23864144 565 224 51 2360080 4726800 448 352 2097984 200 8
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=26
num_cat=11
split_feature=2 0 0 3 3 3 2 2 4 4 0 2 8 4 4 4 4 0 8 2 8 4 4 0 4
split_gain=0.953837 1.35493 1.11804 0.895231 0.860704 0.851963 0.968162 0.356489 0.34774 0.288282 0.18864 0.161592 0.275056 0.139215 0.138217 0.10303 0.0630396 0.028727 0.034239 0.0277117 0.0217066 0.0135511 0.00487621 0.0037218 0.000557805
threshold=5.5000000000000009 0 1 2 3 4 4.5000000000000009 15.500000000000002 7.5000000000000009 4.5000000000000009 5 4.5000000000000009 6 9.5000000000000018 11.500000000000002 3.5000000000000004 13.500000000000002 7 8 3.5000000000000004 9 12.500000000000002 1.0000000180025095e-35 10 1.0000000180025095e-35
decision_type=2 9 9 1 1 1 2 2 2 2 9 2 1 2 2 2 2 9 1 2 1 2 2 9 2
left_child=2 4 5 9 -2 6 10 13 11 24 -1 12 -7 -6 20 22 -12 18 19 -10 -5 -11 -3 -8 -4
right_child=1 15 3 14 7 8 23 -9 17 21 16 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0 0 0 0 0 0.029497632801300092 0 0 0 0.0062623978764846655 0.0096809017040518849 0.014673495851347486 0 -0.010410027849358313 0 0 0 0 0 0 0 -0.016291859693359074 0 -0.0062895448913302442 -0.0031764798543817657 -0.00039843460580490437
leaf_weight=25.751727264065266 4.5383926881731895 3.0523097956775 2.4851411749000345 1.2004405109646541 24.803232684173064 11.613224197069028 1.8080083755648955 2.3081921577067979 1.9944279049632316 2.8213598625188756 82.411685648228286 3.0845720923462059 40.328477056791144 0.20746063065052922 0.6426121166714428 2.8890673264431816 0.20158752163842919 0.87768206847977071 0.62289477503327395 0.22811836547589326 47.184051502806597 0.067576013894722453 6.2803065696807607 4.4049477687876779 5.1373108491725361
leaf_count=354570 30053 41981 41539 20019 151862 144380 13119 37535 16888 29343 659933 20236 485947 1294 13454 25207 3380 15815 5308 736 801055 1822 95907 21888 71945
internal_value=0 0.0119886 -1.78748e-05 -0.0096084 0.0182407 0.00305496 0.00796822 0.023247 -0.00283549 0.00095705 0.0119516 -0.00714329 -0.00852454 0.029009 -0.0146556 -0.0023481 0.0132882 0.000811442 0.00268757 0.00420361 -0.0171012 0.00945553 -0.00593707 -0.00336821 0
internal_weight=0 44.079 232.866 59.5385 31.8573 173.327 114.578 27.3189 58.7494 10.5114 108.365 55.0263 51.9417 25.0107 49.0271 12.2217 82.6133 3.72312 2.84544 2.22255 48.3845 2.88894 9.33262 6.21296 7.62245
internal_count=3105216 383839 2721377 979177 220744 1742200 1052890 190691 689310 144649 1017883 650563 630327 153156 834528 163095 663313 38747 22932 17624 821074 31165 137888 35007 113484
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=9177904 31467458 544 258 453 25166080 10 770 5 8 258
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=34
num_cat=16
split_feature=1 8 3 4 5 3 3 0 0 2 4 0 2 3 3 2 3 0 4 4 0 2 4 4 2 2 0 4 4 4 4 2 3
split_gain=0.936142 0.614407 0.953813 0.393972 0.610679 0.790255 0.489646 0.528875 0.523302 0.387619 0.274967 0.263543 0.177572 0.313218 0.146014 0.238942 0.134457 0.122789 0.114579 0.112456 0.0799939 0.0738528 0.0704955 0.0597892 0.0499791 0.0433343 0.0356257 0.0219033 0.0717422 0.0378181 0.0126346 0.0035591 0.00100636
threshold=0 1 2 10.500000000000002 3 4 5 6 7 1.0000000180025095e-35 1.0000000180025095e-35 8 1.0000000180025095e-35 9 10 8.5000000000000018 11 12 3.5000000000000004 8.5000000000000018 13 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 4.5000000000000009 13.500000000000002 14 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 20.500000000000004 2.5000000000000004 15
decision_type=9 1 1 2 1 1 1 9 9 2 2 9 2 1 1 2 1 9 2 2 9 2 2 2 2 2 9 2 2 2 2 2 1
left_child=3 2 9 4 6 11 8 14 19 -2 -9 23 17 26 15 -8 -5 22 -16 21 -7 -1 32 25 30 -6 -14 29 -29 -10 -18 -4 -3
right_child=1 12 31 16 5 20 7 10 27 -11 -12 -13 13 -15 18 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34
leaf_value=0 0 0 -0.0010332921771152668 0 0.011318138740145584 0 0.0086157162916392777 0 -0.00074261313413976563 0.033040838228985979 -0.011488395322418011 -0.00098422023506099048 0.0029202435307148829 -0.0087800932667542846 -0.0055602975938252351 0 0.013292011233929733 0 0 0 -0.018166326849308755 0.011673588787971801 0 0 0 0 0 -0.0047840036102268684 0 0.0030375495260720948 0 0 0.0084323069098488201
leaf_weight=8.8350395779325464 1.3836516724968513 0.43324045113877252 3.3345037211274748 1.1421521389947873 4.1362979976465795 2.0441429156599042 26.158232837837662 22.770685205631708 6.2688091296913653 7.5500249037704634 52.448514868376151 4.4371470812911848 1.7758768511575906 15.847588278029436 7.0603209769174082 1.6316070315606328 1.7757978645440751 1.3789877801755235 4.5186310113858781 0.51368926795839698 18.654889847754028 51.456744662422352 0.37735753870401811 0.27686461733173917 0.18331693697291473 0.18642769962934824 2.733555560824243 10.957182482297865 3.0236155376242086 8.8198466259391335 0.044850384860183001 2.2341863893270784 3.3385117094294401
leaf_count=110438 6091 2127 9869 20372 105684 53398 351718 334556 109374 7878 549094 97008 1500 23383 167617 19425 23287 4959 67585 3287 452349 265218 2988 5216 1677 3407 3260 114003 32982 137625 1696 2270 13988
internal_value=0 0.0120269 0.0173071 -0.000157907 -0.00237521 -0.0112775 0 -0.00363768 0.00468516 0.0245664 -0.00802833 0 0 -0.00482659 0.000789685 0.00473018 0.0086077 0.0041184 0 0.00908538 -0.0159799 0.0107126 0.00643906 0.00762402 0.009512 0.0107135 0 -0.000106725 -0.00223632 0 0.0131323 0 0.00953666
internal_weight=0 40.3875 14.5024 237.345 234.199 29.7358 204.463 114.588 89.8749 8.93368 75.2192 9.03674 25.8851 20.357 39.3688 27.7898 3.14612 5.5281 11.579 60.8055 20.699 60.2918 4.14911 4.59959 2.00397 4.32273 4.50943 29.0695 13.9808 15.0887 1.82065 5.56869 3.77175
internal_count=3105329 78313 26108 3027016 2979984 717062 2262922 1489995 772927 13969 883650 211315 52205 28143 606345 371143 47032 24062 235202 378943 505747 375656 19103 114307 26660 109091 4760 393984 146985 246999 24983 12139 16115
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 6 348 2 289 656 2623936 12847704 8652100 36 324 85 262722 9344 2361440 523
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=11
split_feature=1 0 4 2 0 8 3 0 0 2 2 4 2 4 0 4 4 3 4 2 7 2 2 2 2 2 4 2 4 3
split_gain=0.900114 0.568711 0.385925 0.460396 0.492948 0.450769 0.308074 0.788697 0.582673 0.569155 0.375395 0.372405 0.292412 0.262963 0.22614 0.144343 0.132833 0.125307 0.122886 0.0930666 0.0582836 0.0543853 0.0516047 0.0223582 0.0205992 0.0181171 0.0136971 0.00996324 0.00894751 0.000427238
threshold=0 1 7.5000000000000009 1.0000000180025095e-35 2 3 4 5 6 9.5000000000000018 6.5000000000000009 5.5000000000000009 3.5000000000000004 3.5000000000000004 7 6.5000000000000009 5.5000000000000009 8 2.5000000000000004 105.50000000000001 9 9.5000000000000018 5.5000000000000009 13.500000000000002 1.5000000000000002 11.500000000000002 20.500000000000004 15.500000000000002 10.500000000000002 10
decision_type=9 9 2 2 9 1 1 9 9 2 2 2 2 2 9 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1
left_child=2 13 3 4 17 14 7 22 9 11 16 -8 -3 20 26 -6 -10 -1 -14 -11 -2 -9 24 -12 -5 28 27 -4 29 -20
right_child=1 12 5 6 15 -7 8 21 10 19 23 -13 18 -15 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0038192674390420001 0.022492820955630082 -0.0067552099632324746 0.019142902197917699 0 -0.018737588755147881 0 0.011988520911039347 -0.013533784300976515 -0.011116759978376045 -0.0049570371383016133 0.0025596277349665998 0 0 0 0 0 0 -0.0027306173661013605 0.0074458706970600133 0 0 0 0 0 0.0051604142192696618 0 0 0 0 0
leaf_weight=20.680125088349996 13.20177311892985 15.02658604802855 7.7673544184435741 5.0947925563205017 13.070196705038594 2.6923436874258178 84.264978631165377 33.585069311011466 17.250643016053807 7.8747152773339613 4.1259006973250498 9.1735373768096888 2.8652207272880323 5.9733097678454206 1.3997075092884168 0.66409950275738161 2.4833253051438069 9.3468811950315303 2.8060108768513601 0.048444567664773674 0.11740394990010905 1.9221760799937317 3.6649263936124035 1.1781313914034397 10.888362072616472 0.10722871359939734 0.032886743192648171 0.023799620208592276 0.051209928227763046 0.38273644701985299
leaf_count=328270 5450 60067 87767 98922 487617 35950 692878 280932 281161 79609 59090 59858 3096 4106 23779 16896 30509 230142 3145 1229 1566 21621 52847 25710 130235 309 1212 644 96 528
internal_value=0 0.0117952 -0.000116026 -0.00250287 -0.00917063 0.00734844 0 -0.00439144 0.00273608 0.0067869 -0.00313855 0.0101427 0 0.0161684 0.0117285 -0.0143939 -0.0095238 0 0.00489992 0 0.0221608 -0.0112945 0.00226244 0 0.00438174 0.00793237 0.0149989 0.0190679 0.00828106 0.00844853
internal_weight=0 40.5315 237.232 225.316 43.7613 11.9161 181.555 55.1553 126.4 101.362 25.038 93.4385 21.239 19.2925 9.22375 13.7343 19.734 30.027 6.21241 7.92316 13.3192 35.5072 19.6481 5.30403 15.9832 3.34719 7.82404 7.79115 3.23996 3.18875
internal_count=3105241 78363 3026878 2877526 1062925 149352 1814601 584557 1230044 833574 396470 752736 67241 11122 113402 504513 311670 558412 7174 80838 7016 302553 282004 84800 229157 4078 89623 88411 3769 3673
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11
cat_threshold=1 8651360 25431817 5 270 19207525 14691098 788466 465 1 496
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=35
num_cat=16
split_feature=1 8 3 4 5 3 2 3 0 0 0 4 4 0 2 3 3 3 2 0 4 4 4 4 2 0 4 4 4 4 2 4 2 3
split_gain=0.86662 0.585181 0.938713 0.392022 0.54076 0.766489 0.373312 0.352117 0.44504 0.443534 0.259772 0.258336 0.221199 0.244392 0.17175 0.305907 0.13678 0.125516 0.221419 0.12024 0.110179 0.0997208 0.123527 0.0688141 0.0501884 0.0345438 0.027754 0.0224938 0.0708815 0.0349911 0.0128924 0.0124805 0.00370754 0.00279759
threshold=0 1 2 10.500000000000002 3 4 1.0000000180025095e-35 5 6 7 8 1.0000000180025095e-35 1.0000000180025095e-35 9 1.0000000180025095e-35 10 11 12 8.5000000000000018 13 3.5000000000000004 8.5000000000000018 2.5000000000000004 6.5000000000000009 4.5000000000000009 14 7.5000000000000009 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 13.500000000000002 20.500000000000004 2.5000000000000004 15
decision_type=9 1 1 2 1 1 2 1 9 9 9 2 2 9 2 1 1 1 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 1
left_child=3 2 6 4 7 10 -2 8 21 17 26 -11 -7 -14 19 25 -5 18 -9 23 -19 22 -1 33 31 -16 30 29 -29 -10 -6 -18 -4 -3
right_child=1 14 32 16 5 12 -8 9 27 11 -12 -13 13 -15 15 -17 24 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35
leaf_value=0 0 0 -0.0010545099036095493 0 0.011059529545495031 0 0.031987868565365528 0.0081088674415250635 -0.00077926807153542511 0 -4.6567615659931655e-05 -0.010690807239613229 0 -0.01888520929825235 0.0028749297924964483 -0.0086951284836131962 0.013139933460360763 -0.005455517444919007 0 0 0 0 0.01300687700514531 0 0 0 0 -0.0047854902885233648 0 0.0029043464252426383 0 0 0 0.008303187715729141
leaf_weight=35.581936051523826 1.387293960317036 0.43613305186772811 3.3414488650196281 1.1606107562438399 1.5145838433327297 1.5438844612890594 7.8465530820831191 26.421437405873579 6.2822024822426128 22.653815819620831 3.0199185763976857 51.713099892001992 1.5543279944849926 21.640226792893376 1.794172854411954 15.79524951851454 1.8184809616068385 7.0192485463576286 1.6282610415400984 1.379746141701619 4.5463101188943256 0.52006319680731294 25.731333177300257 0.37592206233057357 0.18649612834633433 2.7520991179026169 0.12374462732441327 10.957821860774855 3.0435705201289229 8.8700876002976639 0.05575138872154628 0.044850384860183001 2.2495180527475895 3.389860417242744
leaf_count=248685 6086 2136 9863 20488 33122 37092 7877 352492 110367 334280 66626 547067 43021 534477 1500 23377 23406 166832 19525 4967 67940 3286 127668 2988 1686 3261 1904 113132 33204 138150 907 1696 2270 14011
internal_value=0 0.011448 0.016609 -0.000265339 -0.00245778 -0.0108546 0.0237987 0 0.00379522 -0.00325803 0.000639231 -0.00734214 -0.0150439 -0.0191659 0 -0.00479891 0.00839723 0.000477549 0.00433012 0.00396064 0 0.00798285 0.00947245 0.00631109 0.00939248 0 0.00792885 -0.000228427 -0.00228209 0 0.0108634 0.0129807 0 0.00935995
internal_weight=0 40.748 14.8248 237.632 234.422 29.4524 9.23385 204.969 90.987 113.982 4.714 74.3669 24.7384 23.1946 25.9232 20.3415 3.21044 39.6153 28.0497 5.58166 11.5656 61.8333 61.3133 4.20192 2.04983 4.54627 1.69408 29.1537 14.0014 15.1523 1.57034 1.86333 5.59097 3.82599
internal_count=3105389 78336 26096 3027053 2979777 717149 13963 2262628 774492 1488136 102559 881347 614590 577498 52240 28138 47276 606789 372017 24102 234772 379639 376353 19135 26788 4761 35933 394853 146336 248517 34029 25102 12133 16147
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 6 348 2 257 656 12847704 2623936 1284 270464 36 85 324 262722 2361440 523
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=28
num_cat=15
split_feature=1 0 2 4 6 0 0 3 3 8 3 4 2 4 2 2 3 3 6 2 2 8 2 8 7 4 2
split_gain=0.821359 0.562516 0.729161 0.368715 0.341915 2.47059 1.6089 0.937345 0.743942 0.329468 0.25958 0.256557 0.274134 0.248001 0.245992 0.213764 0.156883 0.135928 0.0997809 0.088045 0.0717075 0.0577259 0.0498737 0.0430149 0.0291814 0.0123876 0.00405945
threshold=0 1 3.5000000000000004 10.500000000000002 2 3 4 5 6 7 8 8.5000000000000018 13.500000000000002 8.5000000000000018 5.5000000000000009 10.500000000000002 9 10 11 11.500000000000002 3.5000000000000004 12 4.5000000000000009 13 14 20.500000000000004 1.5000000000000002
decision_type=9 9 2 2 1 9 9 1 1 1 1 2 2 2 2 2 1 1 1 2 2 1 2 1 1 2 2
left_child=3 18 16 4 5 7 11 14 20 26 19 12 23 -11 -1 -7 -3 -5 24 -4 21 -8 25 -6 -2 -19 -9
right_child=1 2 10 17 6 15 8 9 -10 13 -12 -13 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.010661865417119023 0.02163083705640266 0 0.015450964188347266 0 0 -0.021691874468509242 0.0056665496185340451 -0.0010712134411847967 -0.013829779597204045 0.01063797794275431 0 0 0 0 0 0 -0.010068309509146819 0.013048183639435766 0 0 0 0 0 0.018230372797384632 0 0 0
leaf_weight=21.486469632608991 11.035797393597022 4.9257001181140367 5.4983410686090792 1.1589863138615317 0.96547708175239677 44.061570767040394 2.5855285199486389 5.3765641034606242 21.489796724510601 94.696681256147258 2.6254622164433368 0.68320525330272985 0.6674193013295725 1.1654106391015364 4.8823370471600347 2.789745292360748 14.466072076016649 1.8442907885910251 2.0111259771056202 0.27216019794650481 2.1134241716681572 0.78889011400679043 0.18675590133716458 21.740352243630706 0.061142208271120491 0.044850384860183001 8.4900293864357064
leaf_count=425240 3293 12630 4626 20555 10131 969925 17981 61030 126583 926617 3163 7960 15804 13316 49284 49623 52742 23497 646 602 12699 5801 1688 240798 662 1696 46727
internal_value=0 0.0112125 0 -0.000110742 -0.00229569 -0.00469814 0.00116546 0.00161877 -0.00745719 0.00682823 0.00932559 0.013955 0.0180285 0.00890568 -0.00658925 -0.0182556 -0.00894552 0.00831746 0.0165453 0.0113872 0.00111953 0.00486574 0.00932466 0.0195232 0.0214499 0.0128892 0
internal_weight=0 40.8958 27.7877 237.218 233.983 182.949 51.0341 136.097 26.9776 109.729 8.39596 24.0565 23.3732 95.8621 26.3688 46.8513 19.3918 3.23488 13.1081 5.7705 5.48784 3.37442 2.0759 22.7058 11.0969 1.88914 13.8666
internal_count=3105319 78364 73763 3026955 2979519 2541762 437757 1522214 163064 1047690 8391 274693 266733 939933 474524 1019548 65372 47436 4601 5228 36481 23782 26881 250929 3955 25193 107757
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
cat_threshold=1 576 1 21506970 10749284 46 556 4 368 64 85 1 5 8 1
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=36
num_cat=13
split_feature=8 0 0 3 3 2 4 2 0 0 3 0 4 3 2 2 2 4 2 3 4 2 4 2 2 2 4 4 4 0 4 2 2 0 4
split_gain=0.844111 0.845525 0.471109 0.562873 0.353727 0.339183 0.293836 0.292146 0.272018 0.254988 0.222264 0.190355 0.177232 0.162592 0.0840691 0.0681924 0.0645837 0.0857385 0.16583 0.0804743 0.063273 0.0503914 0.293184 0.10557 0.0322358 0.0249539 0.0219686 0.0215729 0.0177977 0.0126155 0.0304611 0.0128448 0.00616705 0.00342303 0.000876004
threshold=0 1 2 3 4 2.5000000000000004 6.5000000000000009 15.500000000000002 5 6 7 8 8.5000000000000018 9 8.5000000000000018 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 10 10.500000000000002 1.0000000180025095e-35 5.5000000000000009 10.500000000000002 15.500000000000002 3.5000000000000004 13.500000000000002 15.500000000000002 11.500000000000002 11 1.0000000180025095e-35 8.5000000000000018 13.500000000000002 12 13.500000000000002
decision_type=1 9 9 1 1 2 2 2 9 9 1 9 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2
left_child=1 7 3 9 21 11 14 10 12 20 26 15 32 29 -6 28 17 18 -11 24 -2 27 23 -23 -18 -19 -1 -4 -5 30 -3 34 -7 -17 -32
right_child=2 13 4 5 6 8 -8 -9 -10 16 -12 -13 -14 -15 -16 33 19 25 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.024879389320951267 -0.0082766716279608476 0 -0.0025243501110323351 0.0064898673382731342 -0.013330759516202502 0.016354488201347505 0 0 0 0 0 -0.004398000330889381 0 -0.0058331637558240021 0 0.00071314484845092386 0.0082866017270686581 0.0026327405089894419 -0.0071289810041409831 0 0 0.010044157150640066 0 0 0 0 0 0 0 0 0.0043116068090323766 0 0 -0.00043139411013950584 0
leaf_weight=22.017914192390894 33.218520181872918 0.50014519870092078 3.8540215246848706 16.008318362888534 43.829140545081827 29.268810370500439 3.9645615893296045 0.69514312951468937 2.5482728434653827 6.6607637925349108 10.485476271223886 9.158707183685463 0.52327744132889975 7.7849792447368582 3.928555895570752 2.6949221815830242 2.3166854367209457 6.0397429091353834 19.494424255379727 1.0102830874257045 0.62637505650854919 14.52047465480519 2.4126564315520218 1.4952293395217555 0.19465304485493096 0.91473590214627609 0.039337948277533452 0.026141964397538575 0.1361885122678349 0.87672631788882416 2.5931378435916494 0.15607725031259168 0.94206504090652643 27.257752480609273 0.0099812333537555586
leaf_count=131806 484207 7394 92066 280766 709091 148682 60017 10982 34172 93905 86299 185615 3039 139937 56698 47002 4826 26363 70427 6091 8319 160912 24070 23463 1916 2209 560 836 2255 14786 30022 1541 11262 143649 163
internal_value=0 0.0103147 -0.000448857 0.00142206 -0.00618753 0.00651974 -0.00952563 0.0159881 0.0121335 -0.00230842 0.0198337 0 0.0130449 0 -0.0125666 0.00332647 0 0 -0.00390685 0.00438934 -0.00657995 0 0.00322573 0.00864088 0.00584142 8.44932e-05 0.0207911 0 0.00617553 0 0.0017077 0.00378251 0.0161944 0 0.00427967
internal_weight=0 45.1589 233.045 159.014 74.0308 88.5383 51.7223 33.2379 33.2824 70.4762 32.5427 55.2559 30.7342 11.921 47.7577 46.0972 36.6313 33.1097 26.1552 3.52162 33.8449 22.3085 18.4284 16.0157 2.51134 6.95448 22.0573 3.88016 16.1445 4.13607 3.25934 2.7592 30.2109 29.9527 2.60312
internal_count=3105348 423490 2681858 1554705 1127153 856442 825806 229647 197155 698263 218665 659287 162983 193843 765789 473672 205737 192904 164332 12833 492526 301347 208445 184375 6742 28572 132366 92902 283021 53906 39120 31726 159944 190651 30185
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13
cat_threshold=12 8392242 32252872 202 82 2360136 10748224 728 8389440 320 136 262464 8388672
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=16
split_feature=1 8 3 4 2 6 0 0 3 3 8 4 2 2 4 2 2 3 3 0 2 4 8 8 2 0 4 2 2 3
split_gain=0.785286 0.533946 0.908091 0.371382 0.356717 0.329919 2.07001 1.47278 0.779947 0.715139 0.315883 0.243497 0.261777 0.230106 0.225067 0.190626 0.166522 0.29728 0.134565 0.117058 0.0705934 0.0682084 0.0607655 0.0580907 0.0493265 0.034061 0.0122902 0.00524232 0.00340554 0.00274732
threshold=0 1 2 10.500000000000002 1.0000000180025095e-35 3 4 5 6 7 8 8.5000000000000018 13.500000000000002 5.5000000000000009 8.5000000000000018 10.500000000000002 1.0000000180025095e-35 9 10 11 3.5000000000000004 6.5000000000000009 12 13 4.5000000000000009 14 20.500000000000004 1.5000000000000002 2.5000000000000004 15
decision_type=9 1 1 2 2 1 9 9 1 1 1 2 2 2 2 2 2 1 1 9 2 2 1 1 2 9 2 2 2 1
left_child=3 2 4 5 -2 6 15 11 13 20 27 12 22 -8 -12 -1 19 25 -5 21 23 29 -7 -9 26 -18 -20 -10 -4 -3
right_child=1 16 28 18 -6 7 8 9 10 -11 14 -13 -14 -15 -16 -17 17 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020438464833464037 0 0 -0.001010876059573446 0 0.030701580123950686 0.018238700710128689 -0.010324239796108711 0.0056298543753304023 -0.001216424536341087 -0.013480436914788414 0.0096716971003269012 0 0 0 0 0 0.0028544867021133482 -0.0085683640574029159 0.012960103223387682 0 0 0 0 0 0 0 0 0 0 0.008213294010767062
leaf_weight=42.894990280551383 1.3928812031026598 0.43163425495731678 3.3265747101559091 1.1541458791070898 8.2146635696062713 17.507805653403928 21.292668307398348 2.6002939047903055 5.4284998033963356 21.241753747764964 95.794358773947806 0.68313885568568267 0.6695476304848843 4.9217978877877604 1.1739366707934085 2.8004236744218352 1.8023902779223133 15.717329287281247 1.8691033692648495 1.3602189622361063 2.1270821596790483 0.37721201110616664 5.5722310647088333 0.79513658542418886 0.18605482323255262 2.7758039659911447 0.044819823842772055 8.61828779074858 2.2679734723751608 3.4255517351539311
leaf_count=958068 6093 2125 9835 20526 7877 189606 424847 17988 61347 125669 936441 7962 15838 49582 13458 49893 1500 23369 23569 4951 12693 2989 63218 5850 1681 3257 1696 47160 2270 14014
internal_value=0 0.0108972 0.0158006 -0.000170352 0.0228545 -0.0023476 -0.00468804 0.000962464 0.000968913 -0.00716122 0.00591733 0.0132893 0.0172018 -0.0063715 0.00802533 -0.0171529 0 -0.00471428 0.00825472 0.00392169 0.00104238 0.00623208 0.0186802 0.00479966 0.00926208 0 0.0128015 0 0 0.00925803
internal_weight=0 41.0922 15.2021 237.376 9.60754 234.122 182.925 51.197 137.23 26.7643 111.015 24.4327 23.7496 26.2145 96.9683 45.6954 25.8901 20.2955 3.25412 5.59462 5.52251 4.2344 23.08 3.39543 2.09998 4.57819 1.91392 14.0468 5.59455 3.85719
internal_count=3105372 78280 26075 3027092 13970 2979620 2540796 438824 1532835 162200 1058406 276624 268662 474429 949899 1007961 52205 28126 47472 24079 36531 19128 252824 23838 26946 4757 25265 108507 12105 16139
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 6 348 1 11818084 10749284 46 556 4 36 85 262722 5 5 2361440 523
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=24
num_cat=14
split_feature=2 0 4 0 8 3 3 2 0 8 0 4 2 0 3 4 8 4 8 4 0 4 3
split_gain=0.752733 1.17451 0.845461 0.79476 0.671931 0.565794 0.521002 0.260066 0.255265 0.232456 0.225565 0.277684 0.193857 0.174995 0.133927 0.126979 0.701971 0.12401 0.107419 0.048486 0.0253661 0.0175577 0.0110222
threshold=5.5000000000000009 0 7.5000000000000009 1 2 3 4 15.500000000000002 5 6 7 6.5000000000000009 4.5000000000000009 8 9 1.0000000180025095e-35 10 9.5000000000000018 11 3.5000000000000004 12 20.500000000000004 13
decision_type=2 9 2 9 1 1 1 2 9 1 9 2 2 9 1 2 1 2 1 2 9 2 1
left_child=2 6 3 14 8 10 -2 17 12 20 11 -5 21 -11 -1 18 -17 -8 -12 22 -7 -4 -3
right_child=1 19 4 5 -6 9 7 -9 -10 13 15 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0 0 0 0.025398729722101828 0.011367440780752899 0 0.002278291552146866 0.025303131584263838 0 0 0 0 0 0 -0.0093561150806283164 -0.014786150542240218 0.0044058059497243717 -0.0091092140341412515 0 0.0055354082374383801 0 0 0 -0.0046178665764983256
leaf_weight=10.569336727900916 5.7528217572289577 0.66237810374695982 8.2716711967877874 36.439930534445921 2.9457834392233044 8.8691700833387568 26.633393961086774 2.2659240889825005 1.4834368800748041 10.002355744620671 5.2622000145165657 2.2361582574339982 0.3484293140700182 51.51416699956917 23.357648849421821 9.7916431534563344 39.16072696689298 0.21972396031014696 19.678454197650357 2.443622509303168 3.4111655930046263 0.030736306256586299 7.1762579798687494
leaf_count=146421 44450 10374 85304 531313 35367 68307 157399 38014 23968 152804 34825 27138 1988 570784 527919 65567 260978 1345 136595 22724 49337 1129 111178
internal_value=0 0.0103784 -0.000216365 -0.00338768 0.0113957 0 0.0161428 0.0200292 0.0156721 -0.00515829 0.00415191 0.00802767 0.0192 -0.00745645 -0.012098 0 -0.00255495 0.0248186 0.00370557 -0.00255876 0 0.0252981 -0.00486561
internal_weight=0 45.1541 233.373 220.293 13.0801 186.366 34.8719 29.119 10.1343 73.7969 112.569 38.6761 8.65084 61.5165 33.927 73.893 48.9524 26.8531 24.9407 10.2823 12.2803 8.30241 7.83864
internal_count=3105228 385484 2719744 2571988 147756 1897648 241208 196758 112389 841232 1056416 558451 88421 723588 674340 497965 326545 158744 171420 144276 117644 86433 121552
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
cat_threshold=11275056 802996 5 405 262 264178 12 14681408 25174026 576 2 2 3840 256
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=30
num_cat=16
split_feature=1 0 2 4 6 0 0 3 3 8 6 4 2 4 4 3 3 2 3 2 2 8 8 2 7 4 3 2 2
split_gain=0.766688 0.520516 0.568009 0.365941 0.319417 1.80377 1.32767 0.687746 0.641721 0.285514 0.280884 0.233046 0.246684 0.209822 0.206443 0.199446 0.194368 0.171563 0.135792 0.0709758 0.0698503 0.0693367 0.0576096 0.0483593 0.0473525 0.0120853 0.00876322 0.00549481 0.00422524
threshold=0 1 3.5000000000000004 10.500000000000002 2 3 4 5 6 7 8 8.5000000000000018 13.500000000000002 4.5000000000000009 8.5000000000000018 9 10 10.500000000000002 11 3.5000000000000004 11.500000000000002 12 13 4.5000000000000009 14 20.500000000000004 15 1.5000000000000002 9.5000000000000018
decision_type=9 9 2 2 1 9 9 1 1 1 1 2 2 2 2 1 1 2 1 2 2 1 1 2 1 2 1 2 2
left_child=3 10 16 4 5 17 11 19 13 27 24 12 21 28 -11 20 -3 26 -5 22 -4 -6 -8 25 -2 -20 -1 -10 -7
right_child=1 2 15 18 6 8 7 -9 9 14 -12 -13 -14 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0 0.021402444311033771 0 0.013366705088522154 0 0 -0.010184081143421052 0.0056178631639904972 -0.013099711795531259 -0.0012451923179517235 0.008808103508032978 0 0 0 0 0 0 -0.0099238851758242895 0 0.01275717561607153 0 0 0.016777577237568422 0 0 0 0 -0.020002133015937205 0 0
leaf_weight=13.303233277684738 12.753432764602621 4.6843084158444981 5.2682982611968328 1.1690482063022489 0.97910173466152628 17.872935357823742 2.6051285085468407 20.973824743448862 5.4388354800630632 96.791993846710284 2.4387918969568991 0.6933213028623858 0.66658081775494693 6.0156104933976158 1.1938236041278276 2.4508398987090905 13.270049479669984 2.8163942048631716 1.9264200524976338 2.1437113616721035 0.2523724095954093 22.50813899188871 0.79109913085449113 0.18555842986461346 0.10065549835235188 0.044819823842772055 28.748440873509935 8.6602045272848027 2.0832967446494868
leaf_count=319104 4882 12070 4261 20610 10254 357571 18062 125477 61439 941712 1418 7967 15827 89368 13480 2963 50421 50271 23605 12698 532 244070 5836 1678 1734 1696 633199 47160 25917
internal_value=0 0.0106962 0 -0.000258461 -0.00240835 -0.00468833 0.000759181 -0.00681112 0.000499363 0.0051717 0.0155403 0.012565 0.0163265 -0.00602714 0.00722811 0.00791289 -0.00829871 -0.0163451 0.0080216 0.00100365 0.00980023 0.0177763 0.00479716 0.00911471 0.0211173 0.0125991 -0.0195071 0 -0.00992696
internal_weight=0 41.2187 25.9259 237.612 234.286 182.925 51.3609 26.5138 138.057 112.085 15.2929 24.8471 24.1538 25.9718 97.9858 7.97151 17.9544 44.8681 3.32585 5.53994 5.52067 23.4872 3.39623 2.1568 12.8541 1.97124 42.0517 14.099 19.9562
internal_count=3105282 78281 70247 3027001 2979412 2539221 440191 162073 1536647 1063791 8034 278118 270151 472856 955192 7756 62491 1002574 47589 36596 4793 254324 23898 26979 6616 25301 952303 108599 383488
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 608 1 11818084 10749284 556 46 4 1 368 64 85 8 5 1 292
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=29
num_cat=12
split_feature=8 0 0 3 3 2 3 2 2 0 4 2 4 2 0 4 2 0 3 4 3 4 4 4 4 4 3 4
split_gain=0.761446 0.776337 0.402759 0.441177 0.293696 0.309178 0.249492 0.233292 0.159174 0.142979 0.111052 0.106863 0.146328 0.0984582 0.220813 0.165605 0.189177 0.0609256 0.0685749 0.0895163 0.0558992 0.0214876 0.205567 0.0640867 0.0172482 0.0133655 0.00170382 0.0682524
threshold=0 1 2 3 4 1.0000000180025095e-35 5 108.50000000000001 15.500000000000002 6 8.5000000000000018 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 7 5.5000000000000009 9.5000000000000018 8 9 3.5000000000000004 10 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 13.500000000000002 11 5.5000000000000009
decision_type=1 9 9 1 1 2 1 2 2 9 2 2 2 2 9 2 2 9 1 2 1 2 2 2 2 2 1 2
left_child=1 4 3 9 -1 -6 21 -8 25 10 11 12 -2 17 15 16 -15 18 19 -5 -3 22 -4 -23 -19 -7 27 -16
right_child=2 20 6 13 5 8 7 -9 -10 -11 -12 -13 -14 14 26 -17 -18 24 -20 -21 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0 0 0 0 0.0082934493798414721 0 0.025167092241272733 -0.012754675022445089 0 0 0 0 0 0.014247684550049534 -0.0089302860532056542 0.0042838369597952832 0 0 -0.0021650556069626173 0 0 -0.0035411575594188473 0.0043268554030106102 -0.0075196113133954483 0 0 0 0 0
leaf_weight=5.2237312349134317 23.109232703088765 4.3247420551197138 10.789536557112116 8.7780134065524162 2.3780854007054613 20.29743200175654 31.885199174987068 0.026777583980218789 0.28606995219706632 5.0804917038617523 1.4850937254977896 2.3700092873423264 24.244511775357751 59.953928944354629 8.3545102223911254 11.12219344360892 2.9698026971527716 6.7963711287966362 1.9190679691646444 3.4770518232144232 4.577418516783835 11.211635420464065 7.8437356468493808 15.912001208313084 1.7186174243233834 0.023610200687470662 1.7122818559182622 1.3515808198408183
leaf_count=54557 282014 57836 147920 85239 35083 97685 584036 730 4346 132472 15185 19845 194780 329843 121009 53851 21712 156551 50481 25314 84547 148814 120669 191286 36417 347 37783 15152
internal_value=0 0.0101581 -0.000462277 0.0011699 0.0157434 0.019004 -0.00569046 -0.00962292 0.0244011 0.00691058 0.00848144 0.0103132 0.0111101 -0.000852078 -0.00308645 -0.00538576 -0.00753942 0 0.00335354 0.00523658 0 0 -0.00131573 0.00151253 0 0.0251084 0 0.000585473
internal_weight=0 37.1111 242.112 164.443 28.2089 22.9852 77.6689 31.912 20.6071 56.2893 51.2088 49.7238 47.3537 108.153 85.4643 74.0459 62.9237 22.6891 14.1741 12.2551 8.90216 45.7569 18.6333 27.1236 8.51499 20.321 11.4184 9.70609
internal_count=3105504 334401 2771103 1577648 192018 137461 1193455 584766 102378 644296 511824 496639 476794 933352 579350 405406 351555 354002 161034 110553 142383 608689 268589 340100 192968 98032 173944 136161
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=4 8392290 23864144 565 51 226 2360080 262928 262720 448 352 448
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=33
num_cat=16
split_feature=1 8 3 4 2 6 0 0 3 3 8 4 2 2 4 2 3 0 3 2 8 4 2 8 2 3 4 2 4 2 0 2
split_gain=0.727257 0.477716 0.88804 0.368594 0.337386 0.313183 1.55621 1.19856 0.654723 0.540264 0.283647 0.220068 0.233477 0.203961 0.190133 0.167875 0.162108 0.383409 0.135835 0.0976024 0.0925538 0.0916939 0.0684064 0.0577039 0.0481656 0.0247544 0.0119789 0.00856916 0.0154391 0.00743986 0.00643721 0.00341608
threshold=0 1 2 10.500000000000002 1.0000000180025095e-35 3 4 5 6 7 8 8.5000000000000018 13.500000000000002 5.5000000000000009 8.5000000000000018 10.500000000000002 9 10 11 8.5000000000000018 12 7.5000000000000009 3.5000000000000004 13 4.5000000000000009 14 20.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 15 2.5000000000000004
decision_type=9 1 1 2 2 1 9 9 1 1 1 2 2 2 2 2 1 9 1 2 1 2 2 1 2 1 2 2 2 2 9 2
left_child=3 2 4 5 -2 6 15 11 22 13 29 12 20 30 -12 25 17 19 -5 21 -7 -3 23 -9 26 -1 -20 -19 -29 -11 -8 -4
right_child=1 16 31 18 -6 7 9 8 -10 10 14 -13 -14 -15 -16 -17 -18 27 24 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33
leaf_value=0 0 0.014016066457421584 -0.0010124333146997828 0 0.029415306716533765 0.016771698551311814 0 0.0055427481665267708 -0.012688644753603257 -0.0014474322791268104 0.0081893942495643388 0 0 0 0 0 -0.0047959379272416204 0 0.012666621461569714 0 0 0 0 0 0 -0.019152810063605887 0 0 -0.002665747008997253 0 -0.0090737622385158277 0
leaf_weight=13.239503944162605 1.3939703829419148 7.6809931753268739 3.3268835930048217 1.1731263863275661 8.5895142472018033 18.229986927084617 2.620545668777595 2.6354067297270376 20.687106886844052 5.5114556591679511 97.516646225851673 0.69299832591786881 0.66562769129632116 4.9695807738589783 1.1904651180266217 2.7893893833552275 11.430632317431447 1.5060980784801348 1.9520604490389821 0.36505269115696126 5.6408991120642922 0.31583086394493864 2.1474759012617142 0.79759285178442985 0.18627265817485739 28.02631960531744 0.044762991359675541 0.64160421022825165 3.8963615302691323 8.8241264045427652 18.285980834632035 2.2995052896021662
leaf_count=316808 6082 6175 9824 20542 7877 192648 72802 18160 124640 62254 949523 7962 15838 50416 13415 50299 20600 12555 23650 274 63731 496 12708 5904 1682 620968 1696 962 11009 47552 354420 2270
internal_value=0 0.0103358 0.0149384 -0.000339118 0.0219175 -0.00247706 -0.00471075 0.000590875 -0.00646457 1.46223e-05 0.00451288 0.0119048 0.0155099 -0.00589055 0.00667017 -0.015536 0 0.00283775 0.00792316 0.00950609 0.0169373 0.0130647 0.00091367 0.00468174 0.00904664 -0.0186194 0.012509 -0.000116014 -0.0015824 0 -0.00964384 0
internal_weight=0 41.4464 15.6099 237.827 9.98348 234.471 182.974 51.4971 26.2676 138.919 113.043 25.2295 24.5365 25.8761 98.7071 44.0552 25.8366 14.4059 3.35622 8.36188 23.8709 7.99682 5.58048 3.433 2.1831 41.2658 1.99682 6.04406 4.53797 14.3356 20.9065 5.62639
internal_count=3105742 78124 26053 3027618 13959 2980048 2538457 441591 161412 1550382 1072744 280179 272217 477638 962938 988075 52071 31471 47570 6945 256379 6671 36772 24064 27028 937776 25346 24526 11971 109806 427222 12094
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 6 348 1 11813988 10749284 556 46 4 420 2100064 85 5 5 292 2050
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=30
num_cat=16
split_feature=1 0 2 4 6 0 0 3 3 8 3 4 2 4 4 2 3 3 6 8 2 2 8 2 7 3 4 2 2
split_gain=0.67606 0.490125 0.630242 0.370341 0.317153 1.40024 1.09255 0.629038 0.458467 0.251751 0.248172 0.210254 0.223227 0.198846 0.173556 0.154379 0.13481 0.132893 0.097261 0.0938639 0.0848309 0.0684434 0.0570669 0.0478269 0.0266416 0.0252926 0.0118898 0.00698444 0.00479424
threshold=0 1 3.5000000000000004 10.500000000000002 2 3 4 5 6 7 8 8.5000000000000018 13.500000000000002 4.5000000000000009 8.5000000000000018 10.500000000000002 9 10 11 12 11.500000000000002 3.5000000000000004 13 4.5000000000000009 14 15 20.500000000000004 1.5000000000000002 9.5000000000000018
decision_type=9 9 2 2 1 9 9 1 1 1 1 2 2 2 2 2 1 1 1 1 2 2 1 2 1 1 2 2 2
left_child=3 18 17 4 5 15 11 21 13 27 20 12 19 28 -11 25 -5 -3 24 -6 -4 22 -8 26 -2 -1 -18 -10 -7
right_child=1 2 10 16 6 8 7 -9 9 14 -12 -13 -14 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0 0.019495578737733957 0 0.014502834919247771 0 0.016182656926018175 -0.0097741286865839667 0.0055292231256086205 -0.012287070612042754 -0.0014027491035231944 0.007528339991714374 0 0 0 0 0 0 0.01257804917130605 -0.0094987125082371844 0 0 0 0 0 0 0 -0.018535635701795471 0 0 0
leaf_weight=13.224521872142757 11.75680212871157 5.0293596034807706 5.7901544994256255 1.170641170690941 18.525097955674944 17.655489266435332 2.6408561947828275 20.409643068265726 5.4953697754626782 98.299961615382017 2.6409130498323048 0.69269029661881987 0.66405242507971607 6.0105627604734755 1.1917234661068494 2.8053425615471488 1.9771835361716523 14.124003350587378 2.0483656907672403 5.6418563699571704 0.28126040756615101 2.148558250764836 0.79196935996333229 0.18638628482585762 0.062561913333410213 27.511073307085098 0.044762991359675541 8.8215216313892579 2.0747748911744557
leaf_count=317225 3293 12630 4626 20543 194328 360082 17991 124144 62072 956582 3163 7960 15844 88270 13431 50664 23752 52482 646 63786 601 12732 5832 1683 662 615640 1696 47627 25985
internal_value=0 0.00988853 0 -0.000397525 -0.00252656 -0.004763 0.000569348 -0.0060721 0 0.00399203 0.00842523 0.0114022 0.0148893 -0.00569682 0.00606972 -0.0150159 0.00784954 -0.00850372 0.0148728 0.0162978 0.0106542 0.000911625 0.00468224 0.00898139 0.0193168 -0.0180092 0.0124207 0 -0.00951755
internal_weight=0 41.7334 27.8657 237.984 234.605 183.09 51.5147 25.991 139.549 113.809 8.71233 25.5237 24.831 25.7408 99.4917 43.5409 3.37897 19.1534 13.8677 24.167 6.07141 5.58138 3.43283 2.20833 11.8194 40.7356 2.02195 14.3169 19.7303
internal_count=3105972 78103 73502 3027869 2980195 2537578 442617 160699 1554049 1079712 8390 281918 273958 474337 970013 983529 47674 65112 4601 258114 5227 36555 23823 27131 3955 932865 25448 109699 386067
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
cat_threshold=1 576 1 11813988 10749284 556 46 4 368 85 64 1 5 5 1 292
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=33
num_cat=12
split_feature=8 3 0 0 3 4 0 2 2 0 4 0 0 3 0 4 2 4 2 2 4 2 3 4 2 2 2 4 4 2 4 4
split_gain=0.683573 0.787983 0.708628 0.3672 0.379731 0.351352 0.558436 0.334912 0.28988 0.269378 0.249891 0.24968 0.210868 0.188937 0.166727 0.158434 0.119822 0.0886502 0.130561 0.0540876 0.0872317 0.152181 0.0798573 0.0535247 0.0318899 0.02321 0.022388 0.0222116 0.0217139 0.000614931 0.000325794 0.000246216
threshold=0 1 2 3 4 1.0000000180025095e-35 5 2.5000000000000004 7.5000000000000009 6 11.500000000000002 7 8 9 10 8.5000000000000018 15.500000000000002 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 11 10.500000000000002 15.500000000000002 3.5000000000000004 9.5000000000000018 13.500000000000002 11.500000000000002 4.5000000000000009 3.5000000000000004 13.500000000000002
decision_type=1 1 9 9 1 2 9 2 2 9 2 9 9 1 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 16 8 12 9 30 14 10 -3 13 15 23 -2 28 26 27 18 -16 20 21 -14 24 -5 -21 -22 -9 -1 -6 -4 -7 -32
right_child=3 5 29 4 7 6 -8 11 -10 -11 -12 -13 19 -15 17 -17 -18 -19 -20 22 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 31 -33
leaf_value=0.026195702602186538 0 0.0087028300140142012 -0.00043075479132018775 -0.007542428253139612 0.0053515920295502386 0 -0.0125401222324397 0.014897128440110874 0 0 0 0 0 -0.011512279768995035 0 0 0 0 -0.0076274685877829847 0.0079908449878958506 0.0025365636083774803 -0.0069613459696175372 0 0 0 0 0 0 0 0 0.00044214261116373092 0
leaf_weight=17.51529417199982 18.572853734789533 4.1516438086805465 3.1410484338093765 32.716375552337922 17.457836840474105 2.0674376543529438 13.71701847116856 28.278061636374339 8.3497819783515279 2.3020382593595086 0.6880840123303632 2.5418376234611051 6.7693103308097333 45.872748686587329 11.32810669580658 0.53155935081849648 0.20544676192002853 5.0790883719018884 21.93070539747896 2.4046844549429811 6.0731079814213436 19.403853939259079 1.0381555547119199 0.65320503165639721 0.20049167200704676 0.9251445503468857 2.8640891045033632 0.037555364200669739 0.20661259028565737 1.190536455635083 1.8583192281366789 0.031271758594812016
leaf_count=125362 236965 27036 41716 481284 306180 30575 124688 135177 109816 43422 13778 34811 94176 761762 196931 3036 3379 31588 124530 4992 27339 70845 6347 8319 1959 2230 24965 510 3236 10318 17449 707
internal_value=0 0.00894763 0.0158955 -0.000758274 0.000714569 0 -0.00774982 0.00514036 -0.00573548 0.0042234 -0.00857342 0.0104973 -0.00205261 -0.0100249 0 0.0115569 0.0211293 -0.00303856 -0.00520776 0 0 -0.00394069 0.00400958 -0.00597489 0.00560702 0 0.0144176 0.026096 0.00404602 0 9.44752e-05 0.000343641
internal_weight=0 46.2176 22.0899 233.886 160.402 24.1277 17.674 90.2179 73.4835 6.45368 65.1337 34.2155 70.1843 64.4456 56.0023 31.6737 17.7583 38.3379 33.2588 36.8147 33.1714 26.1732 3.64333 33.3696 2.60518 6.99825 31.1422 17.5528 17.6644 4.33158 3.95703 1.88959
internal_count=3105428 425162 181285 2680266 1557945 243877 173419 860454 1122321 70458 1012505 197989 697491 998727 662465 163178 129251 353049 321461 207888 194590 165021 13298 489603 6951 29569 160142 125872 309416 52034 48731 18156
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12
cat_threshold=12 840 2930 1072183 202 10486832 8391184 2360136 10748224 80 8388928 136
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=35
num_cat=19
split_feature=1 8 3 4 2 6 0 0 3 3 0 2 0 4 2 2 3 2 3 2 0 2 4 2 4 8 2 0 3 4 8 0 2 3
split_gain=0.653342 0.456848 0.843505 0.366643 0.322219 0.315364 1.24359 1.00496 0.603002 0.41335 0.590954 0.427872 0.225295 0.201159 0.214539 0.164159 0.281088 0.145872 0.134464 0.125078 0.112824 0.109106 0.0714158 0.0679308 0.0677622 0.05667 0.047442 0.0323104 0.0177282 0.0118031 0.00612514 0.00289724 0.0245894 0.00255305
threshold=0 1 2 10.500000000000002 1.0000000180025095e-35 3 4 5 6 7 8 8.5000000000000018 9 8.5000000000000018 13.500000000000002 1.0000000180025095e-35 10 10.500000000000002 11 4.5000000000000009 12 1.5000000000000002 4.5000000000000009 3.5000000000000004 6.5000000000000009 13 4.5000000000000009 14 15 20.500000000000004 16 17 6.5000000000000009 18
decision_type=9 1 1 2 2 1 9 9 1 1 9 2 9 2 2 2 1 2 1 2 9 2 2 2 2 1 2 9 1 2 1 9 2 1
left_child=3 2 4 5 -2 6 17 13 23 10 11 -8 30 14 21 20 27 28 -5 -12 24 -7 -14 25 33 -9 29 -17 -1 -20 -11 -4 -33 -3
right_child=1 15 31 18 -6 7 9 8 -10 12 19 -13 22 -15 -16 16 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 32 -34 -35
leaf_value=0 0 0 0 0 0.028187671528421023 0 0.016316547849531685 0.005501122232019008 -0.011918287973401422 0 -0.0051354866130806278 0 -0.00061312325385766864 0 0 0.0027791540455704674 -0.0083994419031549594 0 0.012498222834004938 0 0 0.017489216548156685 0.0041642549496473009 0 0 0 0 0 -0.01782317028027364 0 -0.007791720528292705 -0.0028448546857083885 0 0.0080876612476362113
leaf_weight=13.232861031173341 1.3999619886581047 0.42469159026768499 0.2559600190470519 1.1719325638405269 8.9539621748626796 6.7671129015889262 27.59850338334218 2.6521916045694525 20.157028618414191 0.58220942322805058 17.426119087971532 2.2626533892034777 54.490272552238821 0.69028801362037384 0.66317620461631932 1.8328286755822771 15.613046574999318 2.8036971537076161 1.999856278547669 3.3361697569962407 1.335777762020373 17.660085573394099 9.351584943058695 2.1556257958818605 0.38137372444907658 0.78993204366997849 0.1861655844040796 2.8409171338971646 26.925878664220363 0.044738311362379934 25.067196473362859 4.9755491733194495 0.36544880793917389 3.4753839939839963
leaf_count=317690 6077 2038 532 20573 7878 108392 439966 18015 123029 9838 128001 29576 459513 7958 15836 1500 23325 50718 23769 9965 4931 151231 49868 12712 2987 5813 1683 3252 611621 1696 430354 11103 386 13978
internal_value=0 0.00969521 0.0142256 -0.000409417 0.0210074 -0.00252961 -0.0047575 0.00054392 -0.0057343 0 0.00591477 0.0116448 -0.00272718 0.0109668 0.0143482 0 -0.00470385 -0.0144232 0.0077729 0 0.00385364 0.0157415 0 0.000875293 0.0061175 0.00465306 0.00892347 0 -0.017335 0.0123412 -0.00708632 0 -0.000799368 0.00911772
internal_weight=0 41.8549 15.9509 238.015 10.3539 234.613 183.077 51.5354 25.7548 140.115 50.6234 29.8612 89.4913 25.7807 25.0904 25.904 20.2868 42.9624 3.40269 20.7623 5.61723 24.4272 63.8419 5.59775 4.28145 3.44212 2.23076 4.67375 40.1587 2.04459 25.6494 5.59696 5.341 3.90008
internal_count=3105804 77987 25976 3027817 13955 2980096 2537110 442986 159569 1557081 607508 469542 949573 283417 275459 52011 28077 980029 47721 137966 23934 259623 509381 36540 19003 23828 27148 4752 929311 25465 440192 12021 11489 16016
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
cat_threshold=1 6 348 1 11813988 10749284 556 593 10650 12688 36 85 262722 5 2361440 292 8 32 523
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=32
num_cat=18
split_feature=1 0 2 4 6 0 0 3 3 4 0 4 3 8 4 2 4 2 3 3 3 2 2 2 8 2 7 3 4 3 3
split_gain=0.621773 0.445354 0.586095 0.352597 0.296423 1.14262 0.909383 0.57954 0.358847 0.325201 0.4969 0.284604 0.238945 0.210959 0.190652 0.174596 0.17367 0.143648 0.133917 0.122018 0.104657 0.103972 0.082831 0.0669956 0.0564375 0.0471062 0.0342106 0.0168836 0.011712 0.00811053 0.000266398
threshold=0 1 3.5000000000000004 10.500000000000002 2 3 4 5 6 1.5000000000000002 7 1.0000000180025095e-35 8 9 8.5000000000000018 13.500000000000002 7.5000000000000009 10.500000000000002 10 11 12 3.5000000000000004 11.500000000000002 3.5000000000000004 13 4.5000000000000009 14 15 20.500000000000004 16 17
decision_type=9 9 2 2 1 9 9 1 1 2 9 2 1 1 2 2 2 2 1 1 1 2 2 2 1 2 1 1 2 1 1
left_child=3 20 19 4 5 17 13 23 9 21 -11 27 22 14 15 -6 -13 29 -5 -3 -2 -7 -4 24 -8 28 -22 -10 -20 -1 -15
right_child=1 2 12 18 6 8 7 -9 11 10 -12 16 -14 30 -16 -17 -18 -19 25 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0 0 0 0.01410508633689036 0 0.018261351776683931 -0.0039604512936142599 0.0054712729957387988 -0.011570897174417902 0.0018009190147942702 0.012477561418099845 0 -0.0094309951990411752 0 0 0 0 0 0 0.012407548889605888 -0.009156783307039687 0.021057060917020563 0.0020335497227533849 0 0 0 0 0 0 0 -0.017209779225828042 -0.00024575799350093325
leaf_weight=13.251471131346078 2.8928748873095174 5.0744316871732735 5.913896516427485 1.1725877525332169 19.040331706009972 25.177567464912954 2.6642473205683928 19.921040395867752 12.056803333701282 28.454806175105659 17.932989212634311 38.439686737063312 2.6232638025248871 1.9667177242572507 0.53169601244371634 0.45254447360093664 2.0836640203669949 2.7860163966361133 2.0256526008070082 13.920684221169727 11.214148142316844 12.136317718053759 0.28314403419062717 2.1523890706248494 0.78975781508779652 0.18632509731105518 0.073900542793123303 4.0073240338897458 0.044738311362379934 26.430129196690814 4.1077659137117761
leaf_count=317571 1075 12628 4626 20590 196616 289591 18072 122264 95478 411419 83326 476758 3163 20218 6025 10712 21723 50561 23784 52368 2802 88243 602 12699 5834 1685 725 93703 1696 608172 50873
internal_value=0 0.00947575 0 -0.000333975 -0.00244499 -0.00461405 0.000431917 -0.00540682 0 0.00425507 0.00862967 -0.00373688 0.00812073 0.0104321 0.0132797 0.01718 -0.00785429 -0.0139096 0.00768705 -0.00820804 0.0141955 0 0.0103508 0.000856137 0.00461585 0.00885652 0.016777 0 0.0122507 -0.0167688 0
internal_weight=0 41.9963 27.8154 237.813 234.383 182.757 51.6265 25.5274 140.289 83.7017 46.3878 56.5875 8.8203 26.0991 20.0246 19.4929 40.5234 42.4676 3.4293 18.9951 14.1809 37.3139 6.19704 5.60639 3.45401 2.25672 11.288 16.0641 2.07039 39.6816 6.07448
internal_count=3105602 77989 73387 3027613 2979858 2536545 443313 158869 1560241 872579 494745 687662 8391 284444 213353 207328 498481 976304 47755 64996 4602 377834 5228 36605 23906 27165 3527 189181 25480 925743 71091
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
cat_threshold=1 576 1 11813988 10749284 556 721 4196762 368 5 85 64 546 5 1 288 292 128
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=27
num_cat=7
split_feature=8 0 3 0 3 3 2 4 2 2 2 4 4 4 4 4 2 4 3 4 2 4 4 2 2 2
split_gain=0.602804 0.708761 0.390689 0.360532 0.4469 0.439626 0.316307 0.285437 0.16668 0.127578 0.13327 0.164158 0.104423 0.0975563 0.0832112 0.0784219 0.0669425 0.0615807 0.0463788 0.0460214 0.0287806 0.020744 0.00894712 0.00543369 0.00356585 1.41769e-05
threshold=0 1 2 3 4 5 8.5000000000000018 7.5000000000000009 15.500000000000002 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 8.5000000000000018 1.0000000180025095e-35 11.500000000000002 3.5000000000000004 8.5000000000000018 5.5000000000000009 6 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 16.500000000000004 1.0000000180025095e-35 108.50000000000001 1.5000000000000002
decision_type=1 9 1 9 1 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 2 8 4 7 15 14 13 21 10 17 -12 24 -2 -7 20 22 -6 -3 -4 -5 23 -17 -1 -11 -13
right_child=3 18 19 5 9 6 -8 -9 -10 12 11 25 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0 0 0 0.00013443485880809528 -0.0029099302832744337 0.0061565294995214008 -0.011977620115086388 0 0 0 0.01012663405672258 -0.0054733206186745407 6.2782253842691153e-05 0 -0.0097952332814926438 0 0.0055982587722818306 0 0 -0.003161171775495011 -0.0035592365867139243 0 0 0 0.021775846506383159 0 0
leaf_weight=2.7193641479216337 7.7891737427507968 3.5761710201268215 2.9528227371351914 3.9886666766342413 17.091329335785307 58.596373833884172 4.7534552989036447 1.5893827063264314 0.36391593103689857 38.048978997177983 30.258771074236847 5.9673482951238821 0.51364851370635634 17.641909160952309 0.68631770732827035 19.237098242791042 0.69668000645833572 2.490181622810268 6.466831524829102 6.2813727643215316 19.859487447043648 0.044270074757149724 0.078955343404230827 24.152635895885396 0.016781090471339577 3.7876655726795434
leaf_count=39641 133158 41652 36541 114759 259668 904762 63296 16300 5935 189902 193161 25539 2877 225260 10771 229523 6084 30068 113261 64209 258538 611 2271 123223 375 14204
internal_value=0 0.00851393 0.0136139 -0.0004712 0.00159915 -0.0046847 -0.00870163 -0.00306732 0.0173359 0.00557082 0 -0.00152865 0.0092741 -0.00805386 -0.0115343 0 0.00395985 0.00485584 -9.42014e-05 0 0 0.021132 0.00542919 0.0212264 0.0100995 0
internal_weight=0 46.5574 36.5144 233.092 125.195 107.897 64.0361 27.0205 27.2802 98.1747 59.5953 40.0138 38.5794 25.4311 59.2827 43.8609 20.0127 19.5815 10.043 9.2342 23.8482 26.9163 19.3161 26.872 38.0658 9.75501
internal_count=3105589 425073 270160 2680516 1090512 1590004 978829 374718 169410 715794 522640 232904 193154 358418 915533 611175 237878 289736 154913 100750 373297 163475 231794 162864 190277 39743
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=12 8392306 968 15475400 75 595 320
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=35
num_cat=17
split_feature=1 8 3 4 2 6 0 0 3 3 8 8 4 4 2 3 0 4 3 2 2 4 2 8 2 4 2 3 2 4 2 0 2 3
split_gain=0.582707 0.410014 0.807436 0.33633 0.304622 0.266184 1.08117 0.828152 0.559329 0.320957 0.249498 0.199872 0.188779 0.18048 0.166779 0.160504 0.349152 0.15846 0.133943 0.131058 0.095392 0.0888155 0.0657197 0.0560438 0.0466385 0.0116275 0.0107711 0.00818011 0.00536758 0.0134432 0.0053055 0.00282987 0.0241612 0.000220825
threshold=0 1 2 10.500000000000002 1.0000000180025095e-35 3 4 5 6 7 8 9 4.5000000000000009 8.5000000000000018 13.500000000000002 10 11 8.5000000000000018 12 10.500000000000002 8.5000000000000018 7.5000000000000009 3.5000000000000004 13 4.5000000000000009 20.500000000000004 1.5000000000000002 14 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 15 6.5000000000000009 16
decision_type=9 1 1 2 2 1 9 9 1 1 1 1 2 2 2 1 9 2 1 2 2 2 2 1 2 2 2 1 2 2 2 9 2 1
left_child=3 2 4 5 -2 6 19 11 22 12 26 13 30 14 -7 16 20 -12 -5 27 21 -3 23 -9 25 -20 -11 -1 -18 -30 -8 -4 -33 -13
right_child=1 15 31 18 -6 7 9 8 -10 10 17 33 -14 -15 -16 -17 28 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32 32 -34 -35
leaf_value=0 0 0.013496379588738887 0 0 0.02694546855453488 0.017453461012877924 -0.0090207475474506117 0.0054181355764035231 -0.011329637320080688 -0.0017390176113850496 0.0068794325670414914 0 0 0 0 -0.004790959211470729 0 0 0.012327125323208697 0 0 0 0 0 0 0 0 -0.016685050573772543 0 -0.0023594361432718175 0 -0.0028192720094608595 0 -0.00022377634927402473
leaf_weight=13.241198087542669 1.4019738381284685 7.850944127518229 0.25393409579373838 1.1763544264285872 9.3293784830293571 19.377499139498475 17.260914087694353 2.6857274383437471 19.758114191219651 5.6166969941650686 99.078139882459254 1.9624998002582288 5.9173214720558454 0.53040372348004794 0.45447426607824937 11.426791156582114 1.4621350231664099 1.2021150690979983 2.0485612431075437 2.8067664376412713 0.37331204625115866 0.31884627297768009 2.1658777133179683 0.7897123742004627 0.18576954942545842 0.044723298122334998 9.0760523653298133 26.011812511818789 0.63123559457380896 3.7901843211111554 2.061417760241965 4.9658508199081579 0.3703133561011781 4.0980495953663221
leaf_count=318040 6078 6168 532 20673 7880 198145 356883 18116 122132 62155 964851 20239 87485 6021 10771 20535 12544 13494 23787 50829 274 496 12764 5802 1681 1696 48548 606686 961 10975 25829 11089 386 50749
internal_value=0 0.00919601 0.0134599 -0.000236435 0.0200926 -0.00233862 -0.00439659 0.000191344 -0.0052216 0 0.00320974 0.00989336 -0.0049723 0.0126454 0.0163822 0 0.00279316 0.00547287 0.00760295 -0.0134817 0.00909079 0.0125444 0.000778851 0.00454877 0.00879895 0.0121706 0 -0.0162536 0 -0.00124875 -0.0087691 0 -0.000790061 0
internal_weight=0 42.1749 16.3215 237.55 10.7314 234.095 182.272 51.8224 25.3994 140.213 114.973 26.4229 25.2397 20.3624 19.832 25.8534 14.4267 100.28 3.45541 42.0598 8.5431 8.16979 5.64132 3.47544 2.27905 2.09328 14.6927 39.253 5.88355 4.42142 19.3223 5.5901 5.33616 6.06055
internal_count=3105294 77918 25965 3027376 13958 2979539 2534800 444739 158814 1559245 1089048 285925 470197 214937 208916 51953 31418 978345 47837 975555 6938 6664 36682 23918 27164 25483 110703 924726 24480 11936 382712 12007 11475 70988
cat_boundaries=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
cat_threshold=1 6 348 1 11813988 10749284 556 46 4 5 420 2100064 85 5 292 32 128
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
count_proc=922
adm_past_year=903
agegroup_rm=534
anmdc_ra=513
pat_remoteness=136
cc_tetplg_prplg_dplg_hmplg_dt=88
cc_diabetes_complications=72
cc_cerebral_vascular_accident=60
flag_emergency=57

parameters:
[boosting: gbdt]
[objective: cross_entropy]
[metric: average_precision]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 40]
[num_threads: 4]
[deterministic: 1]
[force_col_wise: 0]
[force_row_wise: 1]
[histogram_pool_size: -1]
[max_depth: 7]
[min_data_in_leaf: 15]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 12194]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 8043]
[extra_trees: 0]
[extra_seed: 26014]
[early_stopping_round: 100]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 3]
[lambda_l2: 30]
[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: 26852]
[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]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 159]
[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: 0,1,3,5,6,7,8,9]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 30046]
[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: ]
[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:[[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 99], [0, 1], [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50], [0, 1], [0, 1], [0, 1], [0, 1, 2, 3], [0, 1]]
