tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=39 objective=binary sigmoid:1 feature_names=min_apply_amt grade_limit_amount orig_prcp_avg_m12 shd_pre_repay_amt_rate ps_int_amt_avg repay_amount_m6_all_shd_amt_pc useratemore90maxcontimonsm12 suc_apprv_num_m6 shd_pre_repay_cnt ps_int_amt_sum avg_tnr repay_amount_all_shd_amt_pc loan_os_prcp_gt0_m12_num_pc loan_os_prcp_credit_amount_m12 cre_now_l60_used_amt_m_max min_tnr t_ps_od_days_max cre_now_l30_used_amt_d_max useratemore70_m6_num useratemore70monthsubcurmonth max_loan_os_prcp_m12 s_ps_od_days_max f_ps_od_days_max cre_now_l30_limit_left_d_min cre_l90_used_limit_amt_min available_limit_amt cre_now_l90_limit_left_d_min end_loan_to_rep_loan_freq loan_os_prcp_credit_amount_m3 loan_os_prcp_credit_amount_m6 cre_now_p1m_used_rate_m useratemore50maxcontimonsm12 cre_now_l60_usedrate_m_max cre_l60_used_limit_rate_min useratemore90_m3_num last_clear_num_m1 cre_now_l60_limit_left_d_max apprv_num_m1 cre_l30_l90_used_amt_m_min setl_rem_prcp_paym_m3_num feature_infos=[0:199900] [0:200000] [0:163133.3333] [0:1] [0:1194.0856000000001] [-9998:100] [0:12] [0:287] [0:11497] [0:40772.739999999998] [0:24] [-9998:100] [0:114.81] [-9998:4920] [0:166000] [0:24] [0:196] [0:1] [0:6] [0:99999] [0:196700] [0:99] [0:107] [-1680:235044.5] [0:148000] [0:195506.28] [-1680:728536] [-99999:3496] [-9998:4935.3500000000004] [-9998:4571.6099999999997] [-60:9.1311] [0:12] [0:15.666700000000001] [0:26.666699999999999] [0:3] [0:56] [-15685.8824:309.70909999999998] [0:397] [0:132000] [0:3] tree_sizes=880 1029 1029 914 1012 1009 1021 1027 1020 1029 1039 1024 1022 1032 1020 1027 1021 1032 1028 1014 1020 916 1036 1030 1028 1031 1022 1024 916 1034 1014 914 1037 1030 1037 1032 1030 1024 1027 1028 1029 1027 931 1026 1025 1031 1018 1023 1018 1034 1029 921 1026 1019 1026 1026 1029 1032 1006 1024 919 1033 1029 1043 1046 1028 1041 1029 1041 1035 920 1027 1029 1029 1025 1026 928 1025 1045 1030 913 1026 1028 1037 1019 1033 1028 1026 1031 1022 1015 925 1041 1029 1026 928 925 927 1037 1036 1015 1023 1034 1031 924 1020 1027 1028 1022 1036 1031 1024 1029 1027 1031 915 1025 1046 919 1036 1045 1023 918 1032 1033 923 933 1022 1029 1031 925 1031 806 1037 919 1031 1030 1021 1032 1025 937 1034 1037 1034 1035 925 1038 1028 926 923 1044 921 923 819 933 919 1021 1033 1035 1032 1036 928 1036 924 1035 929 920 923 1027 925 925 1033 921 1030 932 1031 1034 926 1032 927 1029 926 933 1036 927 913 1035 1042 1037 1034 921 712 1028 924 1030 912 923 811 922 920 708 924 929 929 811 812 917 817 1032 815 817 1032 1031 919 1038 922 816 1028 1039 710 1040 1027 1036 925 931 1037 926 934 922 814 930 911 816 813 918 927 1040 818 1029 930 911 818 915 813 924 810 812 1033 927 824 Tree=0 num_leaves=7 num_cat=0 split_feature=22 8 13 16 4 28 split_gain=1036.27 342.609 211.599 209.304 112.996 81.2714 threshold=1.0000000180025095e-35 353.50000000000006 40.505000000000003 10.500000000000002 12.818950000000003 76.545000000000016 decision_type=10 10 10 10 10 8 left_child=1 2 -1 5 -3 -2 right_child=3 4 -4 -5 -6 -7 leaf_value=-2.4022437286659852 -2.4089828207406128 -2.380146392484785 -2.3887495140994819 -2.3755438254241534 -2.3592165441147541 -2.4015961265908605 leaf_weight=220.94844130426645 686.77949814498425 101.53582809120417 916.39051737636328 30.355880044400692 61.892845548689365 343.54777079075575 leaf_count=2775 8791 1194 11058 349 679 4305 internal_value=-2.39641 -2.38896 -2.39138 -2.40554 -2.3723 -2.40651 internal_weight=2361.45 1300.77 1137.34 1060.68 163.429 1030.33 internal_count=29151 15706 13833 13445 1873 13096 is_linear=0 shrinkage=1 Tree=1 num_leaves=8 num_cat=0 split_feature=37 16 16 20 16 39 26 split_gain=583.96 362.198 278.218 180.594 63.252 55.3397 21.8655 threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 13799.970000000003 1.0000000180025095e-35 1.0000000180025095e-35 21.768800000000002 decision_type=10 10 10 10 10 10 10 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.014916717813198192 0.005982217436678124 0.0042785730081796773 0.028674438352692847 0.027357852389722957 -0.0070255622290921818 -0.0045560576988354518 0.0042200731211437959 leaf_weight=735.58174765110016 214.06179256737232 727.41024827957153 75.987875692546368 237.24595878273249 243.14147406816483 115.07616247236729 25.37804002314806 leaf_count=8833 2642 9078 868 2730 3141 1467 316 internal_value=0.00926999 0.0128528 0.0066708 0.0179633 -0.00134903 0.00224614 -0.00584312 internal_weight=2373.88 1776.23 803.398 972.828 597.657 329.138 268.52 internal_count=29075 21509 9946 11563 7566 4109 3457 is_linear=0 shrinkage=0.0124704 Tree=2 num_leaves=8 num_cat=0 split_feature=25 16 33 24 16 16 14 split_gain=520.285 334.483 221.341 194.404 124.979 56.7778 50.7255 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.093850000000000003 639.43500000000006 1.0000000180025095e-35 5.5000000000000009 101.28500000000001 decision_type=10 10 10 10 10 10 8 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=-0.00029565512351648618 -0.0017273518949224799 -0.0023953522034093938 0.013347083001039482 0.026645014869608328 0.014816954360960881 0.010332240660090256 0.011760554963652194 leaf_weight=75.025957532227039 188.02669259905815 651.74295769631863 699.00536692887545 310.42259696871042 248.19606509804726 54.720681972801685 163.37296639382839 leaf_count=946 2365 8297 8318 3524 2970 661 1967 internal_value=0.00914762 0.00503565 0.0101147 0.0173497 0.0213813 -0.00134939 0.00801066 internal_weight=2390.51 1593.5 887.032 797.018 558.619 706.464 238.399 internal_count=29048 19641 10683 9407 6494 8958 2913 is_linear=0 shrinkage=0.0124704 Tree=3 num_leaves=7 num_cat=0 split_feature=22 24 24 16 29 31 split_gain=899.92 382.905 140.136 115.747 86.5082 58.5006 threshold=1.0000000180025095e-35 833.54500000000019 13337.885000000002 10.500000000000002 95.465000000000018 1.0000000180025095e-35 decision_type=10 10 10 10 8 8 left_child=1 5 -3 4 -2 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=-0.0044539557432354826 -0.002355859065465175 0.018691335949983449 0.034691877446240645 0.02199174117428895 0.0063026604304928209 0.0080850879262561407 leaf_weight=62.634855568408966 815.2264903113246 789.31670491397381 91.165215939283371 32.184914693236351 224.97846888005733 394.23539540171623 leaf_count=794 10358 9092 980 357 2747 4745 internal_value=0.00876628 0.0155776 0.0203832 0.000271829 -0.000468092 0.00636209 internal_weight=2409.74 1337.35 880.482 1072.39 1040.2 456.87 internal_count=29073 15611 10072 13462 13105 5539 is_linear=0 shrinkage=0.0124704 Tree=4 num_leaves=8 num_cat=0 split_feature=21 24 16 24 29 1 16 split_gain=554.809 418.414 267.321 144.106 106.829 88.2315 55.7742 threshold=1.0000000180025095e-35 952.59500000000014 7.5000000000000009 8049.2300000000005 86.135000000000005 180500.00000000003 12.500000000000002 decision_type=10 10 10 10 10 10 10 left_child=1 5 4 -3 -2 -1 -4 right_child=2 3 6 -5 -6 -7 -8 leaf_value=0.011236469446705281 -0.002038412482916373 0.01690166741026938 0.016656818188672196 0.029343747751259225 0.006758244564340158 0.00090628958090476115 0.038218675033236116 leaf_weight=221.31862339377403 708.19766487181187 658.25067206472158 38.753735087811947 181.97501410543919 302.3991322517395 294.58653528988361 28.895675480365753 leaf_count=2626 8964 7545 446 1959 3660 3635 298 internal_value=0.00889318 0.014192 0.00222782 0.0196131 0.000604345 0.00539233 0.0254021 internal_weight=2434.38 1356.13 1078.25 840.226 1010.6 515.905 67.6494 internal_count=29133 15765 13368 9504 12624 6261 744 is_linear=0 shrinkage=0.0124704 Tree=5 num_leaves=8 num_cat=0 split_feature=28 3 36 5 3 11 0 split_gain=426.363 229.869 165.874 77.9166 58.9451 54.6213 30.872 threshold=99.975000000000009 0.75035000000000007 0.99995000000000012 93.925000000000026 0.61555000000000015 83.385000000000005 2040.0000000000002 decision_type=8 10 10 10 10 8 10 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0064654495469961184 0.022986559124468925 0.0027133561551395641 0.014169058125742316 -0.00056654269834237032 0.039979280117659298 0.021383321909106297 0.011959308533009014 leaf_weight=397.11947288364172 46.931083261966705 276.46920645236969 653.18597757816315 621.87390411645174 22.671016216278076 251.43946462869644 175.54359343647957 leaf_count=4744 520 3405 7615 7702 235 2803 2010 internal_value=0.00890301 0.00627413 0.0107436 0.00218572 0.0191692 0.0230748 0.0144412 internal_weight=2445.23 1948.65 929.655 1018.99 496.585 274.11 222.475 internal_count=29034 23466 11020 12446 5568 3038 2530 is_linear=0 shrinkage=0.0124704 Tree=6 num_leaves=8 num_cat=0 split_feature=22 8 29 29 29 1 39 split_gain=851.379 289.057 167.688 111.256 108.331 42.5568 34.2955 threshold=1.0000000180025095e-35 237.50000000000003 32.760000000000012 86.135000000000005 14.645000000000001 115500.00000000001 1.0000000180025095e-35 decision_type=10 10 8 8 10 10 10 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=0.0021105409879813913 -0.0010509688644651512 0.0049301470836215482 0.014568026158773005 0.011283990458223914 0.030226936305779148 0.0022774595727798387 -0.007570615898125254 leaf_weight=200.4933922663331 609.83084911108017 24.973431341350079 931.942247569561 145.16912460327148 215.80576531589031 175.93968401104212 153.37735740095377 leaf_count=2432 7662 296 10530 1702 2267 2123 1980 internal_value=0.00847421 0.0149843 0.0123538 0.000229703 0.0272827 0.00632615 -0.00236978 internal_weight=2457.53 1373.21 1132.44 1084.32 240.779 321.109 763.208 internal_count=28992 15525 12962 13467 2563 3825 9642 is_linear=0 shrinkage=0.0124704 Tree=7 num_leaves=8 num_cat=0 split_feature=37 21 8 16 21 36 10 split_gain=542.662 428.328 253.704 160.469 78.4616 44.6345 12.7137 threshold=1.0000000180025095e-35 1.0000000180025095e-35 237.50000000000003 12.500000000000002 1.0000000180025095e-35 0.99995000000000012 9.5000000000000018 decision_type=10 10 10 10 10 8 10 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.01403742321577953 -0.00047288475685731599 0.0036421977554868387 0.0298892352702806 0.03158093055732171 -0.0086842383521479379 0.0095770027902997278 -0.0033758378940170197 leaf_weight=877.74569323658943 236.94778718054295 764.14555840194225 186.52822607755661 28.456945680081844 173.03811161220074 90.89023919403553 115.15645027160645 leaf_count=9862 2886 9270 1915 284 2246 1040 1462 internal_value=0.00831619 0.0116764 0.0168375 0.00475547 -0.00178377 0.00231701 -0.0065312 internal_weight=2472.91 1856.88 1064.27 792.603 616.033 327.838 288.195 internal_count=28965 21331 11777 9554 7634 3926 3708 is_linear=0 shrinkage=0.0124704 Tree=8 num_leaves=8 num_cat=0 split_feature=29 23 36 29 36 17 29 split_gain=330.942 138.106 110.321 71.2189 49.634 41.3191 24.2507 threshold=46.815000000000005 1.6175000000000002 0.99995000000000012 100.80500000000002 0.20370000000000002 0.67815000000000014 90.490000000000023 decision_type=10 8 8 10 10 10 10 left_child=2 3 4 -2 -1 -4 -3 right_child=1 6 5 -5 -6 -7 -8 leaf_value=0.0034207015591401313 0.011012571226984945 0.0017741513836331141 0.00033714636931808997 0.016970109057283876 -0.0081904729496218801 0.0079270901513702717 0.0083564668689176252 leaf_weight=74.757897675037384 924.09869477152824 219.73096974939108 177.66363506019115 471.11434692889452 199.13473392277956 284.71443834900856 138.49873746186495 leaf_count=917 10625 2652 2150 5133 2553 3338 1584 internal_value=0.00831226 0.0112542 0.00131482 0.0130291 -0.00492108 0.00499032 0.00438489 internal_weight=2489.71 1753.44 736.271 1395.21 273.893 462.378 358.23 internal_count=28952 19994 8958 15758 3470 5488 4236 is_linear=0 shrinkage=0.0124704 Tree=9 num_leaves=8 num_cat=0 split_feature=22 33 28 28 33 12 22 split_gain=837.916 311.443 94.6089 91.6274 57.6901 52.3653 29.8278 threshold=1.0000000180025095e-35 0.27705000000000007 117.89500000000002 99.975000000000009 1.0000000180025095e-35 81.960000000000008 4.5000000000000009 decision_type=10 10 8 8 10 10 10 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.00011929252632589955 -0.010113442429739525 0.016872188767178577 0.026327966168681709 0.0062567130772742908 -0.00022412353240083325 0.0091856714537030312 0.019715864773425854 leaf_weight=133.04062148928642 98.730952195823193 734.3068490177393 209.46683952212334 161.82660940289497 807.11656391620636 351.03562035411596 25.451160833239555 leaf_count=1616 1299 7931 2106 1871 9988 3986 278 internal_value=0.00853356 0.0148126 0.0189838 0.000332475 -0.00132195 0.00672135 0.00815539 internal_weight=2520.98 1427.85 943.774 1093.13 905.848 484.076 187.278 internal_count=29075 15639 10037 13436 11287 5602 2149 is_linear=0 shrinkage=0.0124704 Tree=10 num_leaves=8 num_cat=0 split_feature=22 37 8 37 29 29 30 split_gain=705.192 296.073 243.943 128.571 87.2962 64.0152 15.5073 threshold=1.0000000180025095e-35 1.0000000180025095e-35 237.50000000000003 1.0000000180025095e-35 81.975000000000009 46.815000000000005 -1.0000000180025095e-35 decision_type=10 10 10 10 10 8 10 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.013731732764552505 -0.00041658584405969434 -0.004806343172374019 0.028930021920658112 -0.0089528507131483252 0.0080878906346352371 0.0068603173521746665 -0.0033067435421580732 leaf_weight=929.64060834050179 485.78880247473717 112.88649562001228 194.61666927486658 183.59140502661467 298.73206524550915 187.0141314715147 125.42696196585894 leaf_count=10070 6003 1396 1892 2406 3433 2110 1596 internal_value=0.00767549 0.013448 0.0163876 0.000158151 0.00281936 0.00253085 -0.00661656 internal_weight=2517.7 1424.16 1124.26 1093.54 784.521 299.901 309.018 internal_count=28906 15468 11962 13438 9436 3506 4002 is_linear=0 shrinkage=0.0124704 Tree=11 num_leaves=8 num_cat=0 split_feature=39 38 8 30 15 8 38 split_gain=172.472 122.712 121.387 45.3598 39.535 30.8526 23.0535 threshold=1.0000000180025095e-35 1.0000000180025095e-35 353.50000000000006 0.034950000000000009 3.5000000000000004 533.50000000000011 6500.0900000000011 decision_type=10 8 8 10 8 10 10 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=0.0089947691787921266 -0.0054114499759677645 -0.0002940317931055348 0.017627297992933597 0.001914029731851693 0.0083004226703294465 0.01404460855878089 0.0072990764009076671 leaf_weight=1502.6265878081322 183.20028886944056 247.13634166121483 300.61624804884195 137.05501695722342 119.05501127243042 37.442003130912781 20.265654414892197 leaf_count=16888 2296 2986 3252 1602 1367 418 237 internal_value=0.00775452 0.00910725 0.0104437 3.53633e-05 0.00256151 0.00458138 -0.00397264 internal_weight=2547.4 2169.43 1803.24 377.963 366.191 174.497 203.466 internal_count=29046 24493 20140 4553 4353 2020 2533 is_linear=0 shrinkage=0.0124704 Tree=12 num_leaves=8 num_cat=0 split_feature=25 16 9 16 16 9 16 split_gain=495.59 221.36 230.345 130.088 162.818 154.541 40.1201 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2683.1050000000005 1.0000000180025095e-35 7.5000000000000009 4632.0750000000016 5.5000000000000009 decision_type=8 8 10 10 10 10 10 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.016684046606359467 0.0044652369272657486 -0.0023257765186386697 0.019164530425309929 0.0063012358551173308 0.027656437621065358 0.036102246790259952 0.0080650681859173491 leaf_weight=424.46596793085337 753.66583435237408 667.40610226988792 207.21255175024271 323.97117169201374 61.729409843683243 69.792009584605694 58.332957170903683 leaf_count=4449 8580 8255 2155 3710 610 637 668 internal_value=0.00769879 0.00374366 0.00765392 0.0152635 0.00987062 0.0195031 -0.00144095 internal_weight=2566.58 1686.62 960.878 879.959 385.701 494.258 725.739 internal_count=29064 19658 10735 9406 4320 5086 8923 is_linear=0 shrinkage=0.0124704 Tree=13 num_leaves=8 num_cat=0 split_feature=22 24 37 24 23 37 22 split_gain=681.245 301.778 132.596 100.356 80.8571 55.3827 19.2739 threshold=1.0000000180025095e-35 833.54500000000019 1.0000000180025095e-35 8049.2300000000005 1.0000500000000001 1.0000000180025095e-35 5.5000000000000009 decision_type=10 10 10 10 8 10 10 left_child=1 5 4 -3 -2 -1 -4 right_child=2 3 6 -5 -6 -7 -8 leaf_value=0.0079574020163581186 0.009728664625107717 0.015083801202282671 -0.007492493389388127 0.024868866593077823 0.0006274132872011762 -0.00093085563635508935 0.0042088678224364625 leaf_weight=335.4993547052145 197.78698302805424 785.15236077457666 291.60502114892006 202.11681165546179 601.55357472598553 154.74823962152004 18.917414732277393 leaf_count=3693 2214 8156 3787 1916 7258 1858 234 internal_value=0.00759496 0.0131308 0.000226111 0.0171011 0.00289046 0.00517483 -0.00664978 internal_weight=2587.38 1477.52 1109.86 987.269 799.341 490.248 310.522 internal_count=29116 15623 13493 10072 9472 5551 4021 is_linear=0 shrinkage=0.0124704 Tree=14 num_leaves=8 num_cat=0 split_feature=25 3 33 33 3 15 15 split_gain=478.155 197.939 185.694 149.218 82.2898 55.8834 23.155 threshold=1.0000000180025095e-35 0.71715000000000007 0.093850000000000003 0.093850000000000003 0.61555000000000015 3.5000000000000004 3.5000000000000004 decision_type=8 10 10 10 10 10 10 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.00074757378757144455 -0.0048897767595415956 -0.002600208906760449 0.010422312048697958 0.0119058985415948 0.020276517789796823 0.0019074721628977525 0.0097375518334244567 leaf_weight=90.456427320837975 338.18247871100903 216.4343199878931 728.330292545259 298.12613290548325 466.06640284508467 410.81074575334787 44.674868568778038 leaf_count=1080 4154 2667 8047 3122 4708 4719 506 internal_value=0.00752844 0.00362942 0.00740927 0.0148565 0.0170055 -0.0011465 0.0030027 internal_weight=2593.08 1693.76 944.765 899.324 764.193 748.993 135.131 internal_count=29003 19587 10714 9416 7830 8873 1586 is_linear=0 shrinkage=0.0124704 Tree=15 num_leaves=8 num_cat=0 split_feature=33 16 9 16 33 16 28 split_gain=389.307 239.796 266.023 199.511 91.3634 92.9572 29.0576 threshold=0.27705000000000007 1.0000000180025095e-35 1866.5150000000001 7.5000000000000009 0.069450000000000026 1.0000000180025095e-35 93.305000000000021 decision_type=10 10 10 10 10 10 10 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0048885490462913734 0.01003958158845162 0.0032766867164799088 0.023757158371433815 0.025175642250723503 0.0088639525323018064 -0.001327527426534953 0.0067319039050470443 leaf_weight=356.51439107954502 614.09579320251942 654.73798254877329 336.52874673902988 66.647145017981529 288.38642697036266 259.12133219838142 31.975908726453781 leaf_count=4450 6486 7623 3195 641 3125 3138 361 internal_value=0.00719596 0.0107951 0.0149039 0.00539099 0.000770809 0.00402258 -0.00383947 internal_weight=2608.01 1672.01 950.625 721.385 935.998 547.508 388.49 internal_count=29019 17945 9681 8264 11074 6263 4811 is_linear=0 shrinkage=0.0124704 Tree=16 num_leaves=8 num_cat=0 split_feature=24 3 24 13 13 30 36 split_gain=292.424 242.284 86.5486 84.0779 69.4229 37.9097 16.2857 threshold=639.43500000000006 0.76615000000000011 4788.1250000000009 86.195000000000007 40.505000000000003 -0.21449999999999997 0.15945000000000001 decision_type=10 8 10 8 8 10 10 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0017050963980394683 0.0034928356462488258 0.012415883581960798 0.02183415605948956 0.010539354299119589 -0.0044684994300317584 0.0043964169944052832 -0.0064322458152169483 leaf_weight=41.844641245901585 726.66682383418083 482.03510799258947 217.70113652199507 407.62044698745012 84.077313922345638 462.34606086462736 202.98878539353609 leaf_count=513 8218 5085 2157 4218 1046 5264 2555 internal_value=0.00686523 0.00959494 0.0153492 0.00604137 0.000545805 0.00298992 -0.00493356 internal_weight=2625.28 1834.02 699.736 1134.29 791.257 546.423 244.833 internal_count=29056 19678 7242 12436 9378 6310 3068 is_linear=0 shrinkage=0.0124704 Tree=17 num_leaves=8 num_cat=0 split_feature=21 37 37 20 21 10 10 split_gain=424.131 244.072 151.394 81.4045 72.9996 35.5174 13.5732 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12000.460000000001 13.500000000000002 10.500000000000002 9.5000000000000018 decision_type=10 10 10 10 10 10 10 left_child=1 3 4 -1 -2 -3 -4 right_child=2 5 6 -5 -6 -7 -8 leaf_value=0.011673305473595198 0.0029594060110978838 -0.0015490851566850262 -0.0091319182363317174 0.018962322294169266 0.023150233231694965 0.0065578236031053928 -0.0036348643441915223 leaf_weight=838.76410564780235 811.85278309881687 202.64066962897778 170.12135118991137 330.16390387713909 23.637274459004402 135.76160591095686 115.61846425384283 leaf_count=8722 9319 2382 2216 3105 229 1510 1450 internal_value=0.00672595 0.0110385 0.000928527 0.0137393 0.0035894 0.00178333 -0.00684948 internal_weight=2628.56 1507.33 1121.23 1168.93 835.49 338.402 285.74 internal_count=28933 15719 13214 11827 9548 3892 3666 is_linear=0 shrinkage=0.0124704 Tree=18 num_leaves=8 num_cat=0 split_feature=22 25 25 31 16 17 31 split_gain=675.449 234.411 161.283 102.783 75.5046 38.4969 29.1182 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 10.500000000000002 0.7561500000000001 4.5000000000000009 decision_type=8 10 8 10 10 10 10 left_child=1 5 4 -3 -2 -1 -4 right_child=2 3 6 -5 -6 -7 -8 leaf_value=0.012516597171326369 0.0042955166027363774 0.00036122835367369916 -0.007171658629394586 0.010252266975090647 0.024194807784445018 0.020150754198209535 -0.0021800415500434966 leaf_weight=133.77363681048155 341.51875659823418 202.80836730450392 298.03960616886616 762.5453442260623 27.149431228637695 425.7446895763278 455.2485855743289 leaf_count=1323 3852 2329 3813 7861 247 4023 5548 internal_value=0.00648874 0.0118827 -0.00083733 0.00817193 0.00585758 0.0182851 -0.00415257 internal_weight=2646.83 1524.87 1121.96 965.354 368.668 559.518 753.288 internal_count=28996 15536 13460 10190 4099 5346 9361 is_linear=0 shrinkage=0.0124704 Tree=19 num_leaves=8 num_cat=0 split_feature=21 9 13 21 28 9 9 split_gain=396.951 321.676 168.249 101.079 79.9899 42.2805 20.6282 threshold=1.0000000180025095e-35 4632.0750000000016 45.455000000000005 7.5000000000000009 99.975000000000009 15282.560000000001 1371.4650000000001 decision_type=10 8 10 10 8 8 10 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=5.5199282888675021e-05 -0.0018161055740940619 0.021609857043173263 0.010636281130691537 0.0087455732485795194 0.0069065421047340295 0.03426447778994416 0.021217057935294523 leaf_weight=296.80865978449583 863.54339725524187 160.96517200022936 1020.6455997377634 38.741734772920609 196.41720281541348 50.87601637840271 35.5389419272542 leaf_count=3429 10482 1476 10370 409 2089 422 354 internal_value=0.00639384 0.0105324 0.00824452 0.000813998 -0.000182147 0.0246196 0.0144084 internal_weight=2663.54 1529.3 1317.45 1134.24 1059.96 211.841 74.2807 internal_count=29031 15697 13799 13334 12571 1898 763 is_linear=0 shrinkage=0.0124704 Tree=20 num_leaves=8 num_cat=0 split_feature=22 24 25 16 25 24 24 split_gain=553.684 243.247 146.269 109.615 85.8985 76.8749 29.7713 threshold=1.0000000180025095e-35 952.59500000000014 1.0000000180025095e-35 10.500000000000002 1095.2300000000002 13337.885000000002 5571.8150000000014 decision_type=8 10 8 10 10 10 10 left_child=1 4 3 -2 -1 -3 -4 right_child=2 5 6 -5 -6 -7 -8 leaf_value=0.0085806338487329544 0.0044700842632922483 0.013957913968132842 -0.0041460578449514108 0.027644610312098597 -0.0015147977253098821 0.024540427938612528 0.0025043194744157524 leaf_weight=354.46850769966841 341.76435232162476 879.35955172032118 637.79691822826862 29.559401579201221 200.44403023272753 116.73219358175993 119.97337824851274 leaf_count=3736 3816 8513 7969 257 2309 985 1440 internal_value=0.00670867 0.0115361 7.84447e-05 0.00643432 0.0049514 0.0152203 -0.00306701 internal_weight=2680.1 1551 1129.09 371.324 554.913 996.092 757.77 internal_count=29025 15543 13482 4073 6045 9498 9409 is_linear=0 shrinkage=0.0124704 Tree=21 num_leaves=7 num_cat=0 split_feature=21 33 21 20 33 7 split_gain=362.32 259.314 91.3961 88.4596 74.9166 36.3118 threshold=1.0000000180025095e-35 0.12775000000000003 11.500000000000002 15482.535000000002 0.27705000000000007 1.5000000000000002 decision_type=10 10 10 8 10 10 left_child=1 5 4 -3 -2 -1 right_child=2 3 -4 -5 -6 -7 leaf_value=0.0039315390272415176 -0.0038448277569646415 0.010965178830690595 0.019472994560832263 0.018858980838782295 0.0028274957799933119 -0.0044279798444955493 leaf_weight=171.37000559270382 411.86126668006182 965.47154806554317 35.181716501712799 282.34496378153563 697.7598942220211 143.90622506290674 leaf_count=1903 5119 9656 332 2496 7954 1737 internal_value=0.00631074 0.0102077 0.000990161 0.0127611 0.000346494 0.000189522 internal_weight=2707.9 1563.09 1144.8 1247.82 1109.62 315.276 internal_count=29197 15792 13405 12152 13073 3640 is_linear=0 shrinkage=0.0124704 Tree=22 num_leaves=8 num_cat=0 split_feature=22 9 37 37 30 9 30 split_gain=526.203 282.727 157.365 116.314 57.2189 43.8845 13.6744 threshold=1.0000000180025095e-35 4632.0750000000016 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 15282.560000000001 -1.0000000180025095e-35 decision_type=10 8 10 8 8 10 10 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.011091314726349798 0.011652615361733761 0.020771488795081589 0.00079491932040906305 -0.0088645564348680417 0.0011983204451809157 0.033212989323293161 -0.0035136647315908366 leaf_weight=1059.7297129184008 86.477880224585533 174.85368464142084 289.75709502398968 180.49341086298227 734.37091902643442 54.258711479604244 123.42482858151197 leaf_count=10384 929 1523 3225 2389 8516 422 1564 internal_value=0.00640796 0.0110438 0.00887519 -9.34708e-05 0.0023232 0.023704 -0.00664684 internal_weight=2703.37 1578.6 1349.49 1124.77 820.849 229.112 303.918 internal_count=28952 15554 13609 13398 9445 1945 3953 is_linear=0 shrinkage=0.0124704 Tree=23 num_leaves=8 num_cat=0 split_feature=25 21 3 33 21 21 21 split_gain=365.87 226.336 134.453 114.499 66.4313 38.6116 23.7232 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.71715000000000007 0.069450000000000026 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 decision_type=8 8 10 10 10 10 10 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.0049234688393668402 0.001118457919677174 -0.0033487807014808343 0.01031190451572645 0.016745531593454807 0.009682536385138215 0.0072488386323141521 -0.0060943705001780856 leaf_weight=72.264403030276299 418.84347519278526 692.86134678125381 589.89462044090033 494.05172806978226 353.82402870059013 52.948205955326557 44.828871250152588 leaf_count=801 4516 8527 5948 4429 3668 605 559 internal_value=0.00603735 0.00264794 0.0064845 0.0121879 0.0137955 -0.00254629 0.000896354 internal_weight=2719.52 1754.55 1008.74 964.969 847.876 745.81 117.093 internal_count=29053 19596 10464 9457 8097 9132 1360 is_linear=0 shrinkage=0.0124704 Tree=24 num_leaves=8 num_cat=0 split_feature=25 33 33 14 28 33 2 split_gain=346.935 138.735 90.4345 51.2387 31.6046 14.736 9.67541 threshold=1.0000000180025095e-35 0.093850000000000003 0.069450000000000026 382.44000000000005 12.595000000000001 1.0000000180025095e-35 1260.1250000000002 decision_type=10 10 10 10 10 10 8 left_child=2 5 6 -3 -4 -2 -1 right_child=1 3 4 -5 -6 -7 -8 leaf_value=-0.0021353878710475747 -0.0068043400927719072 0.00099884949926387634 0.010230932652601435 0.0062912358736088927 0.015468690134820995 -0.0015726256741598612 0.0048953047034815955 leaf_weight=44.354980073869228 158.38637854158878 385.5421626418829 257.09934921562672 1051.8213759288192 596.38299997895956 170.4915316849947 72.716435238718987 leaf_count=523 2032 4378 2541 11168 5512 2047 829 internal_value=0.00649061 0.0032017 0.0124638 0.00486629 0.0138854 -0.00404886 0.00241879 internal_weight=2736.8 1766.24 970.554 1437.36 853.482 328.878 117.071 internal_count=29030 19625 9405 15546 8053 4079 1352 is_linear=0 shrinkage=0.0124704 Tree=25 num_leaves=8 num_cat=0 split_feature=22 8 25 25 2 0 31 split_gain=503.398 207.682 144.717 120.607 60.6564 34.6843 30.8456 threshold=1.0000000180025095e-35 237.50000000000003 1.0000000180025095e-35 1.0000000180025095e-35 2934.6733500000005 6650.0000000000009 4.5000000000000009 decision_type=10 10 10 10 10 10 10 left_child=1 3 5 -1 -3 -2 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=0.013088246488070434 0.0075970005321493979 0.01528011988901783 -0.0067915830018010319 0.0053040852688048716 0.026627158478858142 -0.0017391754349280939 -0.0016420036923716044 leaf_weight=488.74731437116861 306.20638181269169 185.40587303042412 295.17156764864922 827.46353957802057 115.54057387262583 71.481571465730667 455.45257268100977 leaf_count=4490 3249 1669 3804 8565 917 790 5529 internal_value=0.00588572 0.0103382 -0.000490658 0.00820721 0.0196056 0.00574723 -0.00366489 internal_weight=2745.47 1617.16 1128.31 1316.21 300.946 377.688 750.624 internal_count=29013 15641 13372 13055 2586 4039 9333 is_linear=0 shrinkage=0.0124704 Tree=26 num_leaves=8 num_cat=0 split_feature=25 33 33 36 13 8 13 split_gain=302.536 138.65 92.9318 53.8691 53.003 42.9619 12.5464 threshold=1.0000000180025095e-35 0.27705000000000007 0.069450000000000026 0.99995000000000012 90.00500000000001 25.500000000000004 94.535000000000011 decision_type=8 10 10 10 10 10 10 left_child=2 3 6 -2 -4 -3 -1 right_child=1 5 4 -5 -6 -7 -8 leaf_value=-0.00097983489806867429 -0.0058334354803174582 0.0012509963432388136 0.016331180038379921 0.0012518716624846486 0.010133574059563461 0.0070006963700464629 0.008093039102656267 leaf_weight=93.362335935235023 272.73161900043488 263.91694492846727 379.31094378232956 412.34959959238768 490.9799569696188 818.35956458747387 26.021107941865921 leaf_count=1090 3449 2808 3513 4640 4562 8663 277 internal_value=0.00590886 0.0028199 0.0114142 -0.00155621 0.0128396 0.00558768 0.00133318 internal_weight=2757.03 1767.36 989.674 685.081 870.291 1082.28 119.383 internal_count=29002 19560 9442 8089 8075 11471 1367 is_linear=0 shrinkage=0.0124704 Tree=27 num_leaves=8 num_cat=0 split_feature=22 9 37 37 16 29 24 split_gain=464.627 294.2 148.616 109.716 94.8321 49.0607 12.6172 threshold=1.0000000180025095e-35 3121.2400000000002 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 42.545000000000009 10134.945000000002 decision_type=10 8 10 10 10 8 10 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.0095159624159364548 0.0012809849549061515 0.011522816200207205 -0.00072530458023479572 -0.0074226700437802825 0.02451205883418147 0.022938014470977385 0.0013881722664591024 leaf_weight=1019.9576409906149 812.16186886280775 70.381334632635117 274.49834318459034 284.90632561594248 23.028074041008949 262.56344370543957 22.884135343134403 leaf_count=9754 9266 662 3021 3733 189 2098 280 internal_value=0.00574547 0.0100179 0.00733627 -0.000332733 0.0019905 0.0203889 -0.00666088 internal_weight=2770.38 1627.4 1294.46 1142.98 835.19 332.945 307.79 internal_count=29003 15535 12775 13468 9455 2760 4013 is_linear=0 shrinkage=0.0124704 Tree=28 num_leaves=7 num_cat=0 split_feature=21 8 7 7 21 39 split_gain=302.594 142.244 77.9059 69.2661 64.4325 53.512 threshold=1.0000000180025095e-35 237.50000000000003 1.5000000000000002 8.5000000000000018 11.500000000000002 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.0096164207982544145 0.0015639437245116106 0.019459107032419633 0.0031541571463002175 0.0040498030431066791 0.016129413435617766 -0.0059697546364894678 leaf_weight=888.74861481040716 944.8512971252203 260.30661338567734 425.8515368103981 48.750776529312134 36.967158153653145 168.24581432342529 leaf_count=8561 10776 2176 4435 487 332 2115 internal_value=0.00585017 0.00931066 0.00752476 0.0168625 0.000965094 0.000412078 internal_weight=2773.72 1623.66 1314.6 309.057 1150.06 1113.1 internal_count=28882 15659 12996 2663 13223 12891 is_linear=0 shrinkage=0.0124704 Tree=29 num_leaves=8 num_cat=0 split_feature=22 8 25 25 5 14 3 split_gain=480.852 170.902 163.284 119.053 46.7038 42.9605 26.0777 threshold=1.0000000180025095e-35 287.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 99.935000000000016 1.0000000180025095e-35 0.71715000000000007 decision_type=8 10 8 10 10 10 10 left_child=1 3 5 -1 -3 -2 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=0.012882823085984135 -0.0058349750725752774 0.021058963907404693 -0.0062331257102199817 0.0053977077454835133 0.0068695691157931301 0.0074660113743011246 -0.0016452847345799278 leaf_weight=526.49468088895082 36.476884976029396 235.14633618295193 360.85948608070612 871.28166671842337 36.494471818208694 350.00482383370399 406.69097359478474 leaf_count=4656 452 1872 4564 8827 342 3595 4984 internal_value=0.00571082 0.00998225 -0.00046305 0.00822809 0.0189464 0.0060885 -0.00379698 internal_weight=2823.45 1669.42 1154.03 1397.78 271.641 386.482 767.55 internal_count=29292 15697 13595 13483 2214 4047 9548 is_linear=0 shrinkage=0.0124704 Tree=30 num_leaves=8 num_cat=0 split_feature=16 9 16 14 28 0 9 split_gain=193.792 245.219 212.823 92.0291 43.7878 38.5406 26.8822 threshold=1.0000000180025095e-35 4632.0750000000016 7.5000000000000009 101.28500000000001 76.545000000000016 4050.0000000000005 15282.560000000001 decision_type=10 8 10 10 8 10 8 left_child=1 3 5 -1 -4 -2 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.0014483270630549379 0.0019089942353911872 0.017526704344906736 0.01297263181242091 0.0075357268553429835 0.029074225180754275 -0.002848054579437001 0.027100481484444539 leaf_weight=202.10075526684523 626.16430240124464 181.20445041358471 74.456593453884125 1188.1501855701208 33.654393061995506 451.104945525527 56.677086941897869 leaf_count=2238 7130 1514 694 11568 271 5244 413 internal_value=0.00542969 0.00821763 0.00160003 0.00621957 0.0178793 -7.93015e-05 0.0197804 internal_weight=2813.51 1628.13 1185.38 1390.25 108.111 1077.27 237.882 internal_count=29072 15733 13339 13806 965 12374 1927 is_linear=0 shrinkage=0.0124704 Tree=31 num_leaves=7 num_cat=0 split_feature=37 23 3 23 28 0 split_gain=328.627 167.471 139.051 87.1469 44.9595 31.2027 threshold=1.0000000180025095e-35 1.0000500000000001 0.78075000000000017 0.99995000000000012 28.205000000000002 4410.0000000000009 decision_type=10 8 10 8 10 10 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.010304096419490682 -0.008608466428387954 0.002555876953113274 0.010112335589549257 0.020339189745055594 0.0019473866857396907 -0.0042515860667507134 leaf_weight=437.31789492815733 131.20013590157032 902.61271594464779 645.4227355197072 188.74309162050486 307.50902502983809 206.52007270604372 leaf_count=3884 1709 9559 6260 1682 3493 2388 internal_value=0.00559695 0.00791346 0.00571518 0.0133361 -0.00218259 -0.000553418 internal_weight=2819.33 2174.1 1548.04 626.061 645.229 514.029 internal_count=28975 21385 15819 5566 7590 5881 is_linear=0 shrinkage=0.0124704 Tree=32 num_leaves=8 num_cat=0 split_feature=22 37 27 37 16 18 16 split_gain=430.98 156.408 140.07 94.6612 65.3173 33.5803 12.3177 threshold=1.0000000180025095e-35 1.0000000180025095e-35 284.50000000000006 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 4.5000000000000009 decision_type=10 10 8 10 10 8 10 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.0067558096801188568 0.00092708256898638998 -0.0044486844523282838 0.014857347023842737 -0.0071732993152454957 0.016404814876100498 0.0042178017900886978 0.0013010547602285024 leaf_weight=579.54293141514063 810.74222849309444 89.895145691931248 765.39610429853201 277.72046359628439 39.455562829971313 249.07724277675152 24.657991349697113 leaf_count=5415 9172 1035 6566 3663 330 2554 310 internal_value=0.00543838 0.00945298 0.0113632 -0.000421782 0.00168829 0.00194628 -0.00637946 internal_weight=2836.49 1683.91 1344.94 1152.58 850.198 338.972 302.378 internal_count=29045 15570 11981 13475 9502 3589 3973 is_linear=0 shrinkage=0.0124704 Tree=33 num_leaves=8 num_cat=0 split_feature=24 16 3 16 24 13 3 split_gain=219.006 196.599 138.545 129.083 54.5624 22.9317 20.9733 threshold=639.43500000000006 1.0000000180025095e-35 0.75035000000000007 6.5000000000000009 1.0000000180025095e-35 94.535000000000011 0.75035000000000007 decision_type=10 10 8 10 10 10 10 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.0049495696699061991 0.006787587201988088 0.0010864978246569405 0.015310010608652527 0.016358866273646987 -0.00029919034460288758 0.0044613207905985011 0.0048982673863131859 leaf_weight=317.73228848725557 641.46475636214018 745.01428947597742 544.20913387089968 91.871478475630283 209.69301323592663 40.863064661622047 268.10784717649221 leaf_count=3861 6001 8289 4638 803 2360 423 2791 internal_value=0.00521981 0.00743611 0.0106978 0.00282238 -0.000127763 -0.00379716 0.00259706 internal_weight=2858.96 2022.56 1185.67 836.886 836.396 358.595 477.801 internal_count=29166 19731 10639 9092 9435 4284 5151 is_linear=0 shrinkage=0.0124704 Tree=34 num_leaves=8 num_cat=0 split_feature=33 16 16 23 30 1 16 split_gain=261.701 111.104 160.572 73.3829 70.1147 30.0273 16.2371 threshold=0.27705000000000007 1.0000000180025095e-35 7.5000000000000009 1.5089500000000002 -1.0000000180025095e-35 180500.00000000003 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 10 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0036555174813940965 0.011971017197394237 0.0022776887483281559 0.020703708772600152 0.0040038086520169588 0.0039878918486521316 -0.00093338570370375381 -0.010408254532509242 leaf_weight=146.83868250250816 868.38642769306898 698.82299730926752 76.682933285832405 221.53518348187208 404.54389429092407 357.65476009994745 84.503450989723206 leaf_count=1766 7555 7628 627 2131 4325 3881 1164 internal_value=0.0050201 0.00776923 0.00417206 0.0103347 -0.000133701 0.00166972 -0.00609482 internal_weight=2858.97 1865.43 775.506 1089.92 993.541 762.199 231.342 internal_count=29077 17941 8255 9686 11136 8206 2930 is_linear=0 shrinkage=0.0124704 Tree=35 num_leaves=8 num_cat=0 split_feature=22 24 24 0 29 0 38 split_gain=385.076 180.671 67.2861 66.3888 43.2618 40.584 12.463 threshold=1.0000000180025095e-35 952.59500000000014 1.0000000180025095e-35 5950.0000000000009 32.760000000000012 3650.0000000000005 9182.5650000000005 decision_type=10 10 10 10 10 10 10 left_child=1 4 6 -3 -1 -4 -2 right_child=2 3 5 -5 -6 -7 -8 leaf_value=-0.0018826915033333389 -0.0098690471880338321 0.014061720233280029 0.0029442305101617166 0.0078922889896274467 0.0052697069468572383 -0.0020619173545955685 3.6880260542070014e-05 leaf_weight=184.14819240570068 131.28208201378584 661.46312315016985 494.26576671004295 456.13837265223265 419.79063150286674 502.54576316475868 18.416440911591053 leaf_count=2038 1768 5503 5544 4040 4095 5831 220 internal_value=0.00484647 0.00856913 -0.000737848 0.0115369 0.00310052 0.000415869 -0.00841755 internal_weight=2868.05 1721.54 1146.51 1117.6 603.939 996.812 149.699 internal_count=29039 15676 13363 9543 6133 11375 1988 is_linear=0 shrinkage=0.0124704 Tree=36 num_leaves=8 num_cat=0 split_feature=22 9 16 31 33 33 23 split_gain=346.472 207.453 106.118 68.5907 50.5224 50.2849 39.9914 threshold=1.0000000180025095e-35 1866.5150000000001 7.5000000000000009 1.0000000180025095e-35 0.27705000000000007 1.0000000180025095e-35 1.0969500000000003 decision_type=10 8 10 10 8 10 10 left_child=1 3 5 -1 -3 -2 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=-0.0032626853323219004 -0.0093487397466291648 0.0087846185171009325 0.023214313337042252 0.00666861451010199 0.016987506144435983 -0.00020171148198499842 0.0058474357296011501 leaf_weight=114.59270261973143 98.319803602993488 155.64580710232258 35.528613239526749 1018.8783787190914 429.37372977286577 980.97890525311232 35.303952224552631 leaf_count=1267 1362 1419 302 9548 3299 11395 324 internal_value=0.00521491 0.00875428 -6.8476e-05 0.0056503 0.0147604 -0.00105315 0.0141982 internal_weight=2868.62 1718.49 1150.13 1133.47 585.02 1079.3 70.8326 internal_count=28916 15533 13383 10815 4718 12757 626 is_linear=0 shrinkage=0.0124704 Tree=37 num_leaves=8 num_cat=0 split_feature=22 27 16 36 20 1 17 split_gain=432.888 165.406 78.1897 67.0125 55.7754 28.0315 24.6619 threshold=1.0000000180025095e-35 850.50000000000011 7.5000000000000009 0.99995000000000012 4678.8400000000011 180500.00000000003 0.83335000000000015 decision_type=10 8 10 10 8 10 10 left_child=1 3 5 -1 -3 -2 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=0.0021290529223304227 -0.00026830955205465584 0.0078093303301023636 0.0055584625997019575 0.0084596678904171295 0.019317248298089569 -0.0043784054252141349 0.019446864336682267 leaf_weight=339.89797412604094 665.31016886979342 81.034098215401173 38.884172238409519 1055.0312794372439 263.64728116989136 415.92270707339048 30.148867152631283 leaf_count=3448 7771 740 357 9403 1996 5056 258 internal_value=0.00490461 0.00882265 -0.00101505 0.00691652 0.0164981 -0.00185216 0.0113859 internal_weight=2889.88 1739.61 1150.27 1394.93 344.681 1081.23 69.033 internal_count=29029 15587 13442 12851 2736 12827 615 is_linear=0 shrinkage=0.0124704 Tree=38 num_leaves=8 num_cat=0 split_feature=37 16 16 8 28 24 23 split_gain=301.61 144.296 143.595 109.025 47.1051 24.8761 9.30958 threshold=1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 36.500000000000007 46.225000000000001 13337.885000000002 0.99995000000000012 decision_type=10 10 10 10 8 10 10 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0051871541263188011 -0.0013727625223205892 0.0012770764508358034 0.01534712433674351 0.01250391952585677 -0.00086668177634043747 0.010439674329624277 -0.0079582755459852179 leaf_weight=516.32716581970453 36.255511477589607 801.47426030784845 125.66537006944418 804.34748931974173 377.85579045116901 27.474179312586784 208.92696274071932 leaf_count=4829 451 8698 1064 6783 4233 261 2671 internal_value=0.00483095 0.00699244 0.0032313 0.00963703 -0.00261216 -4.30034e-05 -0.00691363 internal_weight=2898.33 2247.81 927.14 1320.67 650.512 405.33 245.182 internal_count=28990 21374 9762 11612 7616 4494 3122 is_linear=0 shrinkage=0.0124704 Tree=39 num_leaves=8 num_cat=0 split_feature=37 25 8 15 32 25 7 split_gain=287.047 197.951 103.405 47.8271 43.6655 29.4056 24.4155 threshold=1.0000000180025095e-35 237.68000000000004 63.500000000000007 7.0000000000000009 0.34985000000000005 566.54000000000008 3.5000000000000004 decision_type=10 10 10 10 8 10 10 left_child=1 4 -3 5 -1 -2 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.012894172374749525 -0.00096509238101410706 0.00024363876159045714 0.0073192204308279388 0.0072247495954456025 0.0070821773733607523 -0.0070313870004116482 -0.0028574618175101086 leaf_weight=722.3897957354784 230.09159398823977 622.76391613483429 652.70750439912081 101.79413798451424 275.50322714447975 261.46608826518059 51.633909069001675 leaf_count=6268 2629 6420 6423 1073 2370 3279 587 internal_value=0.00504191 0.00712258 0.00387398 -0.00226598 0.0112736 -0.00418712 0.00367766 internal_weight=2918.35 2273.36 1275.47 644.986 997.893 491.558 153.428 internal_count=29049 21481 12843 7568 8638 5908 1660 is_linear=0 shrinkage=0.0124704 Tree=40 num_leaves=8 num_cat=0 split_feature=25 3 24 3 24 10 19 split_gain=215.612 126.074 128.027 81.5773 80.1327 49.0903 22.1803 threshold=1.0000000180025095e-35 0.71715000000000007 361.86000000000007 0.61555000000000015 1073.5300000000002 11.500000000000002 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 8 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0023924336190244526 -0.0043723837872949199 -0.0028268648825757244 0.0073706456688872298 0.0063796285881638727 0.015230724528835667 0.001780297106363967 0.008377511990972657 leaf_weight=248.71432656049728 446.46241158246994 245.77305293083191 793.74571103602648 254.72138925641775 406.87353622168303 358.48200306296349 150.16838303208351 leaf_count=2270 5218 2895 7670 2463 3251 3711 1392 internal_value=0.00465284 0.00207862 0.00493637 0.00912143 0.0118078 -0.00161611 0.00470031 internal_weight=2904.94 1844.46 1039.52 1060.48 661.595 804.944 398.883 internal_count=28870 19494 10565 9376 5714 8929 3662 is_linear=0 shrinkage=0.0124704 Tree=41 num_leaves=8 num_cat=0 split_feature=22 28 0 28 28 34 14 split_gain=335.77 101.043 73.2953 46.3554 47.004 39.8246 15.6957 threshold=1.0000000180025095e-35 107.81500000000001 7300.0000000000009 76.545000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 101.28500000000001 decision_type=8 10 10 10 8 10 10 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.0078285243992451611 0.003764516386783252 0.025455884189282848 0.00075248074363748463 -0.0041932540616691555 -0.0040429226640223449 0.012432510236352921 0.0035148059037183334 leaf_weight=1120.361887589097 143.89372837543488 34.005284421145916 280.0670884475112 40.47712916880846 609.02678913623095 332.38546359539032 364.3830009624362 leaf_count=10106 1435 241 2679 489 7611 2535 3837 internal_value=0.00451644 0.00793114 0.00640949 -0.000689146 -0.00252673 0.0137214 0.00267753 internal_weight=2924.6 1766.82 1400.43 1157.78 752.921 366.391 404.86 internal_count=28933 15561 12785 13372 9046 2776 4326 is_linear=0 shrinkage=0.0124704 Tree=42 num_leaves=7 num_cat=0 split_feature=22 33 33 20 39 13 split_gain=347.438 120.816 52.9588 45.2819 36.9735 30.244 threshold=1.0000000180025095e-35 0.12775000000000003 1.0000000180025095e-35 18420.810000000001 1.0000000180025095e-35 94.535000000000011 decision_type=10 10 10 8 10 10 left_child=1 5 -2 -3 -4 -1 right_child=2 3 4 -5 -6 -7 leaf_value=-0.00036704329097846534 -0.0093009560799415265 0.0084259545648942297 0.00099178407921704406 0.013871991301744265 -0.005654522283580289 0.010765667535806607 leaf_weight=279.73014993220568 97.798678878694773 1172.3232457190752 919.03515730053186 293.76543166488409 146.29602129757404 38.107180528342724 leaf_count=2990 1373 10128 10300 2147 1786 347 internal_value=0.00456038 0.008012 -0.00072799 0.00952518 6.31099e-05 0.00110796 internal_weight=2947.06 1783.93 1163.13 1466.09 1065.33 317.837 internal_count=29071 15612 13459 12275 12086 3337 is_linear=0 shrinkage=0.0124704 Tree=43 num_leaves=8 num_cat=0 split_feature=21 9 16 33 9 7 17 split_gain=240.75 175.106 120.177 92.6172 46.2698 39.0152 38.1859 threshold=1.0000000180025095e-35 3121.2400000000002 7.5000000000000009 0.31255000000000005 8226.3150000000023 1.0000000180025095e-35 0.71805000000000008 decision_type=10 8 10 10 10 10 10 left_child=1 3 4 -1 -2 -4 -3 right_child=2 6 5 -5 -6 -7 -8 leaf_value=0.0013225940007077638 -0.0019574129515589163 0.0071496564558378266 0.0046942547300099832 0.0079585572910791588 0.0051884823340659159 0.020476426440337776 0.017118223669731699 leaf_weight=519.36510322988033 940.49310268834233 68.725720144808292 35.092597663402557 864.50391165167093 160.31669097021222 53.429505906999111 295.56885484606028 leaf_count=5382 10786 559 305 7524 1747 429 2177 internal_value=0.00455185 0.00749142 0.000231889 0.00547129 -0.000900089 0.0138003 0.0151244 internal_weight=2937.5 1748.16 1189.33 1383.87 1100.81 88.5221 364.295 internal_count=28909 15642 13267 12906 12533 734 2736 is_linear=0 shrinkage=0.0124704 Tree=44 num_leaves=8 num_cat=0 split_feature=33 3 7 32 33 3 15 split_gain=205.516 113.865 67.1402 54.4721 45.5375 43.4458 25.0598 threshold=0.27705000000000007 0.61555000000000015 1.5000000000000002 0.34985000000000005 0.90700000000000014 0.75035000000000007 3.5000000000000004 decision_type=8 8 10 8 10 10 10 left_child=2 4 5 -3 -2 -1 -4 right_child=1 3 6 -5 -6 -7 -8 leaf_value=-0.0010801618719278908 0.00047474248770222025 0.01047280564548852 -0.0056716592113317229 0.0044381172924516429 0.0074145656304010618 0.0054438389895005808 0.0022974127960651274 leaf_weight=286.0414008051157 453.80867893248796 983.71278063207865 311.67994728311896 300.34093122929335 210.67485880106688 341.68267452716827 70.931679047644138 leaf_count=3151 4641 8804 3814 2681 1760 3348 794 internal_value=0.00452121 0.00688406 -2.83687e-05 0.00905134 0.00271003 0.00245636 -0.00413185 internal_weight=2958.87 1948.54 1010.34 1284.05 664.484 627.724 382.612 internal_count=28993 17886 11107 11485 6401 6499 4608 is_linear=0 shrinkage=0.0124704 Tree=45 num_leaves=8 num_cat=0 split_feature=25 37 27 37 29 0 33 split_gain=260.904 130.412 64.8399 64.0079 34.8685 33.5871 13.5059 threshold=1.0000000180025095e-35 1.0000000180025095e-35 603.50000000000011 1.0000000180025095e-35 46.815000000000005 4410.0000000000009 0.12775000000000003 decision_type=10 10 8 10 10 10 10 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=0.012088748056711111 0.0011637802096184883 -0.0081118189438508497 0.0066976884585262788 -0.0019942026217085887 -0.0014249643982976229 0.0072677430499712443 0.0049485001408469129 leaf_weight=578.24359039217234 844.94880878925323 200.87949673086405 532.62597438693047 74.757706977427006 293.21526873484254 365.97207105904818 88.954062193632126 leaf_count=4754 8463 2641 5166 886 3304 3072 832 internal_value=0.00417711 0.00134058 0.00330459 0.00896058 -0.0041274 0.010217 0.00189404 internal_weight=2979.6 1871.67 1377.57 1107.93 494.095 944.216 163.712 internal_count=29118 19574 13629 9544 5945 7826 1718 is_linear=0 shrinkage=0.0124704 Tree=46 num_leaves=8 num_cat=0 split_feature=24 28 7 27 27 38 26 split_gain=216.893 82.0922 58.2633 54.1155 29.0092 27.658 27.4924 threshold=639.43500000000006 99.975000000000009 1.5000000000000002 764.50000000000011 1802.5000000000002 15956.635000000002 1.9329000000000003 decision_type=10 8 8 10 8 10 10 left_child=2 3 6 -2 -3 -4 -1 right_child=1 4 5 -5 -6 -7 -8 leaf_value=-7.3036500159304323e-05 0.0032205027447851746 0.0088891216008396938 -0.0063062936620706823 0.0082052438250893259 0.015674314504946558 0.0070656537451118688 0.0066901530506292013 leaf_weight=411.47410147637129 1056.3618301302195 475.36360018700361 298.29872953891754 493.4058353304863 118.1813029050827 21.075815722346306 114.65454003959894 leaf_count=4370 10273 3862 3642 4711 899 205 1137 internal_value=0.00421791 0.00632495 -0.00111047 0.00481631 0.0102542 -0.00529605 0.00140715 internal_weight=2988.82 2143.31 845.503 1549.77 593.545 319.375 526.129 internal_count=29099 19745 9354 14984 4761 3847 5507 is_linear=0 shrinkage=0.0124704 Tree=47 num_leaves=8 num_cat=0 split_feature=24 0 24 36 2 36 17 split_gain=160.854 61.9134 45.0475 43.7241 27.0925 26.9115 19.9649 threshold=726.03500000000008 6050.0000000000009 8049.2300000000005 0.99995000000000012 2934.6733500000005 0.67920000000000014 0.9507500000000001 decision_type=10 10 10 8 10 8 10 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=-0.0018394341159910211 0.0063652544156331363 -0.00061038999456739982 0.011834190810808729 0.0014109491607219497 0.0047929503590335553 -0.010045392845214596 0.011863572708467746 leaf_weight=267.79728915914893 1168.8425839021802 231.74449944496155 288.45904552936554 566.57746285945177 358.69903358817101 76.146567888557911 24.162433207035065 leaf_count=3208 10801 2367 2336 5791 3220 1025 225 internal_value=0.00412094 0.00607463 0.00745538 -0.000150623 0.00268113 -0.0036728 0.00188323 internal_weight=2982.43 2047.75 1457.3 934.684 590.444 343.944 590.74 internal_count=28973 18724 13137 10249 5587 4233 6016 is_linear=0 shrinkage=0.0124704 Tree=48 num_leaves=8 num_cat=0 split_feature=24 9 29 2 10 2 2 split_gain=170.609 91.749 67.3581 45.4707 32.8355 19.0961 11.3838 threshold=1.0000000180025095e-35 1682.9800000000002 72.02500000000002 4000.3750000000005 10.500000000000002 1979.0666500000002 12003.000000000002 decision_type=10 10 10 10 8 8 10 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0072096135023587875 0.00024324234185504485 0.0058221906699629771 0.0055966293382626641 0.010848343779557413 -0.0038500808560705977 0.0065729224408339381 0.00095860491265502767 leaf_weight=232.50043423846364 684.5260855704546 720.48719937354326 772.79297011345625 453.83748022466898 43.27457532659173 57.084185883402824 24.748218018561602 leaf_count=2899 7066 6836 6986 3748 527 607 265 internal_value=0.00407818 0.00517555 0.00308756 0.007765 -0.00393402 0.00189939 -0.00633717 internal_weight=2989.25 2631.64 1457.32 1174.32 357.607 100.359 257.249 internal_count=28934 24636 14052 10584 4298 1134 3164 is_linear=0 shrinkage=0.0124704 Tree=49 num_leaves=8 num_cat=0 split_feature=22 25 25 14 14 22 11 split_gain=327.754 105.295 101.801 50.0622 26.314 25.9356 23.8592 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 382.44000000000005 101.28500000000001 5.5000000000000009 92.335000000000022 decision_type=10 10 10 10 10 10 8 left_child=2 4 6 -4 -2 -3 -1 right_child=1 5 3 -5 -6 -7 -8 leaf_value=0.013218270078342429 -0.0045544890892751317 -0.0047480129948225831 0.00053938598450586732 0.0063421408248267204 0.0047942816601833933 0.0042941081655875997 0.008591037230468352 leaf_weight=326.29984688013792 47.506850309669971 718.54384310916066 318.33928310871124 805.24908503890038 364.21077746152878 47.917671278119087 368.67706196010113 leaf_count=2486 577 8834 3191 7002 3483 550 2845 internal_value=0.00369992 -0.00140982 0.00701396 0.00470026 0.00363034 -0.00414665 0.0107552 internal_weight=2996.74 1178.18 1818.57 1123.59 411.718 766.462 694.977 internal_count=28968 13444 15524 10193 4060 9384 5331 is_linear=0 shrinkage=0.0124704 Tree=50 num_leaves=8 num_cat=0 split_feature=13 20 14 10 17 14 12 split_gain=128.108 69.1463 50.6297 34.6404 32.3495 23.5715 11.2143 threshold=34.935000000000009 13799.970000000003 1.0000000180025095e-35 10.500000000000002 0.71805000000000008 1519.5900000000004 81.960000000000008 decision_type=10 10 10 10 10 10 8 left_child=3 2 -2 6 -3 -5 -1 right_child=1 4 -4 5 -6 -7 -8 leaf_value=-0.0062881685541263006 -0.0034286845218280595 0.0029401460749662496 0.004602659466504201 0.00041303276060292019 0.010104234396166275 0.011511307552025535 -0.0016447969702448465 leaf_weight=172.05984135344625 124.59702473133802 114.83377217128873 1800.6197748817503 111.91851389035583 526.73653274029493 34.486978989094496 147.33924270048738 leaf_count=2087 1404 1043 17062 1227 4342 332 1688 internal_value=0.00416346 0.00525423 0.00407272 -0.00181217 0.00878709 0.00308127 -0.00413572 internal_weight=3032.59 2566.79 1925.22 465.805 641.57 146.405 319.399 internal_count=29185 23851 18466 5334 5385 1559 3775 is_linear=0 shrinkage=0.0124704 Tree=51 num_leaves=7 num_cat=0 split_feature=21 33 27 21 33 7 split_gain=255.11 116.536 111.378 61.875 38.3047 26.4884 threshold=1.0000000180025095e-35 0.069450000000000026 850.50000000000011 13.500000000000002 0.093850000000000003 1.5000000000000002 decision_type=8 10 10 10 10 10 left_child=1 5 -3 4 -2 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=0.0032397780949307009 -0.00577660777414015 0.006761452812226793 0.01503172017992708 0.015683962584535992 0.00028853079326392357 -0.0048053466009943735 leaf_weight=120.03050778061152 187.78892765194178 1257.7256698608398 310.85582207888365 31.637712687253952 994.27775517478585 123.98944332823157 leaf_count=1262 2450 10748 2218 239 10570 1499 internal_value=0.00420529 0.00716296 0.00841229 -0.000207371 -0.000682297 -0.00073782 internal_weight=3026.31 1812.6 1568.58 1213.7 1182.07 244.02 internal_count=28986 15727 12966 13259 13020 2761 is_linear=0 shrinkage=0.0124704 Tree=52 num_leaves=8 num_cat=0 split_feature=25 3 13 3 15 4 5 split_gain=203.942 154.065 75.0037 39.1598 37.3798 37.0713 26.4742 threshold=1.0000000180025095e-35 0.75035000000000007 28.525000000000002 0.63895000000000013 3.5000000000000004 19.981000000000005 96.715000000000018 decision_type=10 10 10 10 10 10 10 left_child=3 4 -3 6 -2 -5 -1 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.0070881422843146807 -0.0050582398550519493 -0.0026653533384523335 0.0063476022541218936 0.0075720201916809771 -0.00013608060311784417 0.013671014154483496 0.00079286293996583311 leaf_weight=309.69761421531439 436.09069333598018 169.63647693023086 776.5574543774128 424.97687517851591 522.32047221809626 238.96557772159576 149.47199995070696 leaf_count=2599 5085 1975 7259 3606 5319 1814 1383 internal_value=0.00362945 0.00114626 0.00470196 0.0078329 -0.00237001 0.00977423 0.0050496 internal_weight=3027.72 1904.61 946.194 1123.11 958.411 663.942 459.17 internal_count=29040 19638 9234 9402 10404 5420 3982 is_linear=0 shrinkage=0.0124704 Tree=53 num_leaves=8 num_cat=0 split_feature=22 9 13 13 9 36 22 split_gain=332.633 121.027 74.2807 45.3877 41.8442 20.7651 16.457 threshold=1.0000000180025095e-35 1866.5150000000001 40.505000000000003 45.455000000000005 15282.560000000001 0.15945000000000001 11.500000000000002 decision_type=10 8 8 8 8 10 10 left_child=1 2 -1 5 -3 -2 -5 right_child=3 4 -4 6 -6 -7 -8 leaf_value=-0.0014950357451486646 0.0039110158614595637 0.010475642490552812 0.0063883377033430574 -7.5562475311258322e-05 0.02015720088534623 -0.0065399139968623813 0.0092628310650552589 leaf_weight=221.71736022084951 28.421929266303778 581.34992786496878 989.016760841012 865.11437864601612 71.927652105689049 263.43381640315056 24.912906661629677 leaf_count=2360 351 4346 8469 9469 433 3372 213 internal_value=0.00398798 0.00726409 0.00493661 -0.00117312 0.011575 -0.00541555 0.000208106 internal_weight=3045.89 1864.01 1210.73 1181.88 653.278 291.856 890.027 internal_count=29013 15608 10829 13405 4779 3723 9682 is_linear=0 shrinkage=0.0124704 Tree=54 num_leaves=8 num_cat=0 split_feature=33 3 13 11 30 15 13 split_gain=181.858 125.035 58.8506 55.1838 23.6918 22.0224 13.6731 threshold=0.093850000000000003 0.73375000000000012 86.195000000000007 86.810000000000016 0.023250000000000003 3.5000000000000004 49.705000000000005 decision_type=10 8 10 10 10 8 8 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.0074336101963519956 0.00037220514694811244 0.01474724379702635 0.0056598837159590508 0.0069538113262541997 -0.0032514407180738425 -4.2037051975897298e-05 0.0035412110875443427 leaf_weight=220.23242555931211 818.13909123837948 156.86351016908884 537.93798436224461 1074.4489660263062 81.251223228871822 81.624683625996113 93.012309350073338 leaf_count=2803 8297 1275 4583 9326 960 923 958 internal_value=0.00378585 0.005088 0.00248019 0.00795959 -0.00324989 -0.00538894 0.000309889 internal_weight=3063.51 2587.39 1356.08 1231.31 476.121 301.857 174.264 internal_count=29125 23481 12880 10601 5644 3726 1918 is_linear=0 shrinkage=0.0124704 Tree=55 num_leaves=8 num_cat=0 split_feature=16 16 24 8 17 13 24 split_gain=156.795 153.7 123.18 94.8818 72.431 42.1354 37.4516 threshold=1.0000000180025095e-35 7.5000000000000009 833.54500000000019 287.50000000000006 0.88195000000000012 40.505000000000003 1.0000000180025095e-35 decision_type=10 10 10 10 10 8 10 left_child=2 6 5 -4 -3 -1 -2 right_child=1 4 3 -5 -6 -7 -8 leaf_value=-0.0036585210725240003 -0.0081718948930638319 0.0080819742091694166 0.0065267039073117622 0.015026480059284688 0.028468712772951762 0.0035109039373135507 -0.00039825055628656716 leaf_weight=177.59461694210768 101.00884240493178 84.634813569486141 991.16790246963501 250.6375195607543 31.315261155366898 411.57767577469349 1026.3708935715258 leaf_count=2116 1374 679 8188 1707 218 3896 10941 internal_value=0.00371279 0.000301363 0.00602958 0.00825542 0.0136501 0.00135779 -0.00110954 internal_weight=3074.31 1243.33 1830.98 1241.81 115.95 589.172 1127.38 internal_count=29119 13212 15907 9895 897 6012 12315 is_linear=0 shrinkage=0.0124704 Tree=56 num_leaves=8 num_cat=0 split_feature=16 16 24 27 29 31 24 split_gain=138.465 164.299 129.539 107.964 45.5614 28.4065 16.8577 threshold=1.0000000180025095e-35 6.5000000000000009 833.54500000000019 1802.5000000000002 65.27500000000002 1.0000000180025095e-35 1538.0600000000002 decision_type=10 10 10 10 10 10 10 left_child=2 4 5 -4 -2 -1 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=-0.0059344495905033568 -0.0042131435203609201 0.0089951545228585412 0.006230174151620636 0.015905565954169441 0.00085167366371861029 0.0018601738141516917 0.017250471426075789 leaf_weight=78.828163422644138 497.71346746385098 86.291163794696331 1029.7473054751754 210.32781524211168 606.15264431387186 509.02631553262472 62.174472711980343 leaf_count=960 5976 736 8447 1400 6143 5037 453 internal_value=0.00342049 0.000231824 0.00560521 0.00788824 -0.0014279 0.000808846 0.0123177 internal_weight=3080.26 1252.33 1827.93 1240.08 1103.87 587.854 148.466 internal_count=29152 13308 15844 9847 12119 5997 1189 is_linear=0 shrinkage=0.0124704 Tree=57 num_leaves=8 num_cat=0 split_feature=37 24 24 29 10 17 23 split_gain=194.083 117.812 74.0143 42.5122 33.3598 27.1683 18.2426 threshold=1.0000000180025095e-35 5571.8150000000014 1.0000000180025095e-35 38.025000000000013 9.5000000000000018 0.9507500000000001 0.99995000000000012 decision_type=10 10 10 8 10 10 10 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.0039851928897930849 0.001321042655879529 0.0091346904321585876 0.0045378209607612324 -0.0036545104697412486 0.002876330325959635 0.016451584054424529 -0.0089350136090135396 leaf_weight=167.92074881494045 27.482797782868147 439.02644254267216 1723.6787120699883 237.23868474364281 238.21821548417211 90.300973385572433 162.28876440227032 leaf_count=1832 342 3431 15629 2663 2445 631 2169 internal_value=0.00358706 0.00522451 0.00377093 -0.00234973 -0.000388434 0.0103974 -0.00729859 internal_weight=3086.16 2420.93 1891.6 665.228 475.457 529.327 189.772 internal_count=29142 21523 17461 7619 5108 4062 2511 is_linear=0 shrinkage=0.0124704 Tree=58 num_leaves=8 num_cat=0 split_feature=28 9 10 11 0 2 9 split_gain=110.48 103.539 78.4412 32.219 28.7602 23.4672 19.5876 threshold=99.975000000000009 11022.160000000002 9.5000000000000018 92.335000000000022 1847.5000000000002 2934.6733500000005 2362.9200000000005 decision_type=8 10 10 10 10 10 8 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.0011147356347499925 0.0087043052927436425 0.0056177014171553729 0.0036215413330075003 0.014438937392878678 0.0042114214469407526 0.014602329818948925 0.015130302975033497 leaf_weight=956.91700290888548 226.16482184827328 67.064056321978569 1242.4566350206733 41.885254047811031 338.40720507502556 116.46366769447923 104.07232447713614 leaf_count=10172 1782 616 11842 314 2733 930 706 internal_value=0.00360073 0.0023137 0.00156026 0.00789899 0.00544764 0.0111705 0.0107427 internal_weight=3093.43 2382.9 2199.37 710.53 380.292 183.528 330.237 internal_count=29095 23560 22014 5535 3047 1546 2488 is_linear=0 shrinkage=0.0124704 Tree=59 num_leaves=8 num_cat=0 split_feature=25 21 24 3 24 24 5 split_gain=200.97 162.92 116.495 48.324 44.7862 27.9467 22.5482 threshold=1.0000000180025095e-35 1.0000000180025095e-35 361.86000000000007 0.61555000000000015 1222.0250000000003 6654.1350000000011 96.715000000000018 decision_type=10 10 10 10 10 10 10 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.006455317840122792 -0.0035905699808645012 -0.004059257525299861 0.0062146654124710776 0.006142117725263129 0.012423514292335524 0.0026401464197706318 0.00039126399289384151 leaf_weight=299.54026491940022 228.95918254554272 667.27726484835148 934.88491995632648 294.34315214306116 428.2873659953475 107.81201285868883 132.94395879656076 leaf_count=2451 2576 7936 7946 2635 3073 1165 1212 internal_value=0.0037725 0.00132149 0.00426108 0.00787931 0.0098563 -0.00309399 0.00460532 internal_weight=3094.05 1938.93 1163.84 1155.11 722.631 775.089 432.484 internal_count=28994 19623 10522 9371 5708 9101 3663 is_linear=0 shrinkage=0.0124704 Tree=60 num_leaves=7 num_cat=0 split_feature=22 9 16 9 15 39 split_gain=237.415 107.299 57.3642 48.4412 38.5465 35.1735 threshold=1.0000000180025095e-35 903.00500000000011 11.500000000000002 11022.160000000002 3.5000000000000004 1.0000000180025095e-35 decision_type=10 8 10 8 10 10 left_child=1 4 5 -3 -1 -2 right_child=2 3 -4 -5 -6 -7 leaf_value=-0.00067664263936830752 -0.00036842309178468054 0.0077672357092434556 0.01269880362011141 0.015501259911337941 0.0049247212005368952 -0.0061716346621291541 leaf_weight=307.39375285804272 969.04138439148664 984.68388939648867 41.836398646235466 137.852563329041 480.1633717790246 189.96522302925587 leaf_count=2963 10736 7671 298 831 4183 2403 internal_value=0.00353411 0.00626119 -0.000798506 0.0087341 0.00274675 -0.0013297 internal_weight=3110.94 1910.09 1200.84 1122.54 787.557 1159.01 internal_count=29085 15648 13437 8502 7146 13139 is_linear=0 shrinkage=0.0124704 Tree=61 num_leaves=8 num_cat=0 split_feature=22 25 13 3 25 39 0 split_gain=270.871 121.056 70.0176 60.342 34.5251 24.2814 22.6289 threshold=1.0000000180025095e-35 1.0000000180025095e-35 28.525000000000002 0.76615000000000011 237.68000000000004 1.0000000180025095e-35 4410.0000000000009 decision_type=8 8 10 10 10 10 8 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=0.0094062377999163619 0.0055675418502164637 -0.0021356858344805385 0.0054080593754361498 0.010128436241608845 -0.0026507298260611627 -0.0029415301782327458 -0.0064726646098371135 leaf_weight=41.239824667572975 372.73640643060207 483.06498400866985 962.96633672714233 743.21721637248993 168.0082643404603 54.053240679204464 301.30547777190804 leaf_count=380 3451 5792 7894 5520 1788 585 3755 internal_value=0.00371461 -0.000888507 0.00662859 0.0074664 -5.73005e-05 0.00441022 -0.00379976 internal_weight=3126.59 1211.16 1915.43 1706.18 209.248 426.79 784.37 internal_count=29165 13583 15582 13414 2168 4036 9547 is_linear=0 shrinkage=0.0124704 Tree=62 num_leaves=8 num_cat=0 split_feature=21 24 21 24 10 24 21 split_gain=180.388 140.35 61.9061 36.9563 35.9434 35.9068 18.9215 threshold=1.0000000180025095e-35 833.54500000000019 5.5000000000000009 13337.885000000002 7.5000000000000009 3586.3950000000004 14.500000000000002 decision_type=8 10 10 10 10 10 10 left_child=1 4 5 -3 -1 -2 -4 right_child=2 3 6 -5 -6 -7 -8 leaf_value=-0.0039118443003850608 -0.0028980619233761932 0.0071610241177972088 0.0049170076538875137 0.013371511568255544 0.0026713083625694552 0.0020892528018763693 0.015332144954937958 leaf_weight=181.46915717795491 780.49163262173533 1132.5027686282992 120.75458855554461 165.56019315123558 407.29146672412753 308.52431950345635 28.511860579252243 leaf_count=1992 8862 8889 1144 1033 3847 3126 202 internal_value=0.00325318 0.00567628 -0.000434817 0.00796455 0.000654107 -0.00147569 0.00695088 internal_weight=3125.11 1886.82 1238.28 1298.06 588.761 1089.02 149.266 internal_count=29095 15761 13334 9922 5839 11988 1346 is_linear=0 shrinkage=0.0124704 Tree=63 num_leaves=8 num_cat=0 split_feature=21 24 37 28 37 19 29 split_gain=184.55 110.377 72.0683 56.3415 51.6159 28.3448 11.5352 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 76.545000000000016 1.0000000180025095e-35 1.5000000000000002 38.025000000000013 decision_type=10 10 10 10 10 10 8 left_child=1 5 3 -2 -3 -1 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=0.0010210356229940619 -0.0010387716494262061 0.0079284968086802427 -0.00997282349478802 0.0051773529906463285 0.0019822108821085341 -0.0078136548280723205 -0.0043615428284215583 leaf_weight=146.75104409828782 602.43717700988054 1388.201292514801 75.687189262360334 355.41827496886253 265.50879056751728 84.285875510424376 205.0987849868834 leaf_count=1529 6413 10658 1125 3242 2447 1052 2550 internal_value=0.00338164 0.00583488 -0.000347086 0.00126683 0.00696473 -0.00211213 -0.00585915 internal_weight=3123.39 1884.75 1238.64 957.855 1653.71 231.037 280.786 internal_count=29016 15686 13330 9655 13105 2581 3675 is_linear=0 shrinkage=0.0124704 Tree=64 num_leaves=8 num_cat=0 split_feature=25 37 16 37 16 39 9 split_gain=226.609 108.749 78.3656 47.401 41.1848 25.6818 20.2235 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3121.2400000000002 decision_type=10 10 10 10 10 10 10 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=0.01056594275365895 0.0043695297153767253 -0.0028485600909319794 -0.0015765166653497835 -0.00070883093003928184 0.0054938983947395211 -0.0090320516998249958 0.0099674842131639869 leaf_weight=564.12367387861013 893.48414548486471 346.05127241834998 552.0923814997077 140.53420147299767 440.00050013512373 145.08810544759035 28.108673259615898 leaf_count=3912 7638 3999 6026 1423 3733 1884 274 internal_value=0.00299216 0.000375173 0.0020913 0.00730669 0.00834179 -0.0046674 0.00130682 internal_weight=3109.48 1936.72 1445.58 1172.77 1004.12 491.139 168.643 internal_count=28889 19547 13664 9342 7645 5883 1697 is_linear=0 shrinkage=0.0124704 Tree=65 num_leaves=8 num_cat=0 split_feature=21 9 25 13 24 36 21 split_gain=175.61 123.643 91.0601 72.7085 44.3647 37.9059 35.3379 threshold=1.0000000180025095e-35 1866.5150000000001 1.0000000180025095e-35 45.455000000000005 1073.5300000000002 0.99995000000000012 13.500000000000002 decision_type=10 8 10 10 8 8 10 left_child=1 3 6 -1 -3 -4 -2 right_child=2 4 5 -5 -6 -7 -8 leaf_value=-0.0021624685832787351 0.0031535365248968926 0.0032240127085485103 -0.0071586885400797568 0.0050001869077737288 0.011522641854546415 -0.0011546369978864791 0.016148226778481482 leaf_weight=278.18026312068105 434.32295632362366 115.46199544146657 228.46069496124983 964.98347198590636 548.95611704140902 545.31160168349743 28.760288700461388 leaf_count=2984 3983 1010 3062 8074 3669 6088 194 internal_value=0.00333777 0.00570683 -0.00031177 0.00339203 0.0100321 -0.0029307 0.00402581 internal_weight=3144.44 1907.58 1236.86 1243.16 664.418 773.772 463.083 internal_count=29064 15737 13327 11058 4679 9150 4177 is_linear=0 shrinkage=0.0124704 Tree=66 num_leaves=8 num_cat=0 split_feature=22 25 8 25 24 24 24 split_gain=242.717 98.8346 93.1885 66.9174 34.4123 25.1546 20.9291 threshold=1.0000000180025095e-35 1.0000000180025095e-35 237.50000000000003 1.0000000180025095e-35 1073.5300000000002 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 10 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.0077141669795802838 -0.0044875906873249388 -0.0096675468476949255 0.0051546380405825308 0.0024259776410037776 0.013448408568303616 -0.0030853434282930615 0.0043513681653192414 leaf_weight=603.0067350640893 40.08652875944972 100.0466742515564 98.766733705997467 953.03763733804226 290.14397937059402 668.97411145269871 393.72239878028631 leaf_count=4443 505 1461 818 8550 1775 7959 3551 internal_value=0.00312543 -0.00126542 0.00584428 0.00448317 0.0112624 -0.00395325 0.00345222 internal_weight=3147.78 1202.83 1944.96 1556.04 388.911 769.021 433.809 internal_count=29062 13476 15586 12993 2593 9420 4056 is_linear=0 shrinkage=0.0124704 Tree=67 num_leaves=8 num_cat=0 split_feature=22 27 33 33 0 33 0 split_gain=237.568 104.864 51.3495 43.8807 31.4603 30.5182 15.3807 threshold=1.0000000180025095e-35 1802.5000000000002 0.27705000000000007 0.093850000000000003 3650.0000000000005 0.12775000000000003 2040.0000000000002 decision_type=10 8 10 10 10 8 10 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.00098419637576847114 -3.456106073981442e-05 0.0044296592386556602 0.0057875573385239359 0.0018552645572926204 -0.0025565914609840179 0.014156248660982258 -0.0083230015918743811 leaf_weight=489.0339632704854 39.017554722726345 55.03537654876709 1148.7408541217446 493.34737533703446 500.88896998018026 249.27470866590738 166.59151507914066 leaf_count=4693 501 489 8810 5165 5508 1503 2301 internal_value=0.00290828 0.00559931 0.0043536 -0.00144193 -0.000368076 0.0122512 -0.00663122 internal_weight=3141.93 1942.08 1637.77 1199.85 994.236 304.31 205.609 internal_count=28970 15495 13503 13475 10673 1992 2802 is_linear=0 shrinkage=0.0124704 Tree=68 num_leaves=8 num_cat=0 split_feature=22 37 37 8 8 6 29 split_gain=256.278 107.675 76.0639 64.0426 33.8921 25.6234 9.30909 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 237.50000000000003 1.0000000180025095e-35 54.965000000000011 decision_type=10 10 10 10 10 8 10 left_child=1 3 4 -1 -2 -3 -4 right_child=2 5 6 -5 -6 -7 -8 leaf_value=0.0036073835246199898 -0.0011990174571106893 -0.0054016965637962355 -0.0091842959388379435 0.0090295797946989536 0.0039090000447714835 0.001873660690514306 -0.0047504692755793842 leaf_weight=479.92798810452223 603.03467902541161 98.415160331875086 135.33410092070699 1118.7688382789493 296.5734411329031 263.31908179819584 160.82487709075212 leaf_count=3972 6428 1095 2011 8060 2980 2439 2016 internal_value=0.00323392 0.00600477 -0.00130305 0.00739603 0.000483689 -7.11178e-05 -0.00674801 internal_weight=3156.2 1960.43 1195.77 1598.7 899.608 361.734 296.159 internal_count=29001 15566 13435 12032 9408 3534 4027 is_linear=0 shrinkage=0.0124704 Tree=69 num_leaves=8 num_cat=0 split_feature=22 25 25 28 11 16 28 split_gain=251.15 91.7554 84.0068 47.1417 33.6036 29.7574 15.4002 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 23.375000000000004 92.335000000000022 10.500000000000002 50.705000000000005 decision_type=10 10 10 10 8 10 10 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=0.011849698044760498 0.0021679965334078805 -0.0059903646631083197 -0.0020750629224666425 0.0048086649357181798 0.0066362332192384374 0.012948202688681493 -0.0024283031568335641 leaf_weight=357.83890823274851 393.54275273531675 335.05190293118358 175.02750054001808 1018.4459803178906 406.58338757604361 38.101099416613579 428.02638690173626 leaf_count=2462 3779 4377 1792 8344 2859 254 5031 internal_value=0.00310621 -0.00138669 0.00585133 0.00378997 0.00906995 0.00316701 -0.00398952 internal_weight=3152.62 1194.72 1957.9 1193.47 764.422 431.644 763.078 internal_count=28898 13441 15457 10136 5321 4033 9408 is_linear=0 shrinkage=0.0124704 Tree=70 num_leaves=7 num_cat=0 split_feature=21 9 21 29 29 32 split_gain=166.212 96.8897 57.7844 50.6899 42.4307 33.9425 threshold=1.0000000180025095e-35 3121.2400000000002 12.500000000000002 32.760000000000012 86.135000000000005 0.45105000000000006 decision_type=8 10 10 10 10 10 left_child=1 3 4 -1 -2 -3 right_child=2 5 -4 -5 -6 -7 leaf_value=-0.0015516709066207531 -0.0030647832483803438 0.011701662874507529 0.012563341926094212 0.0045281254174292049 0.0018271453470427325 0.0021726610525490964 leaf_weight=248.83925078436732 781.18182619661093 362.91872877627611 42.768586188554764 1269.7975946590304 418.67704997211695 61.211172763258219 leaf_count=2637 9179 2369 307 10386 3886 409 internal_value=0.00271874 0.00499327 -0.000832963 0.00352509 -0.00135188 0.0102254 internal_weight=3185.39 1942.77 1242.63 1518.64 1199.86 424.13 internal_count=29173 15801 13372 13023 13065 2778 is_linear=0 shrinkage=0.0124704 Tree=71 num_leaves=8 num_cat=0 split_feature=37 24 23 32 15 8 32 split_gain=162.598 83.5991 43.8465 38.6255 25.0167 24.8195 17.9743 threshold=1.0000000180025095e-35 5571.8150000000014 1.0000500000000001 0.15665000000000004 7.0000000000000009 353.50000000000006 0.25365000000000004 decision_type=8 10 8 10 10 8 10 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0062927859661644275 -0.005778163020935566 0.012123408921721137 0.0019022997509868932 0.0055631081540948235 -0.00043702203580311949 0.00036727861633964931 0.0094932917320836186 leaf_weight=457.10303404927254 372.16897966340184 240.79400722682476 1498.861549127847 316.67188643664122 133.14861505478621 134.60939571633935 29.666072268038988 leaf_count=3601 4443 1730 13809 2323 1387 1543 274 internal_value=0.00269541 0.00414865 0.00293587 0.00838681 -0.00273799 -0.00412279 0.0014173 internal_weight=3183.02 2513.43 1955.96 557.466 669.593 506.778 162.815 internal_count=29110 21463 17410 4053 7647 5986 1661 is_linear=0 shrinkage=0.0124704 Tree=72 num_leaves=8 num_cat=0 split_feature=37 30 9 33 29 30 30 split_gain=177.319 98.8401 75.0784 40.3187 31.551 23.9718 16.5186 threshold=1.0000000180025095e-35 1.0000000180025095e-35 8226.3150000000023 0.12775000000000003 42.545000000000009 0.077750000000000014 -0.77259999999999984 decision_type=10 8 8 10 8 8 8 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.00037319942604714901 0.0007220833505529674 0.0026913384966267195 0.0097984558724455804 0.01258020920691001 -0.0029545334943192956 0.0030451839608064035 -0.0082977891640618924 leaf_weight=35.202749066054821 33.519283417612314 1972.5771943852305 255.44297097623348 277.74677565693855 301.38222945854068 150.52380323782563 176.70581599697471 leaf_count=383 414 17352 1930 1931 3308 1477 2394 internal_value=0.0029422 0.0044384 0.00351746 0.0109355 -0.00277656 -0.000949234 -0.00674646 internal_weight=3203.1 2540.97 2228.02 312.95 662.131 451.906 210.225 internal_count=29189 21596 19282 2314 7593 4785 2808 is_linear=0 shrinkage=0.0124704 Tree=73 num_leaves=8 num_cat=0 split_feature=21 24 16 24 28 31 16 split_gain=157.059 93.7678 71.4604 44.7476 37.7033 37.511 29.0037 threshold=1.0000000180025095e-35 1222.0250000000003 7.5000000000000009 1538.0600000000002 88.975000000000009 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 10 10 10 8 10 10 left_child=1 5 4 -4 -2 -1 -3 right_child=2 6 3 -5 -6 -7 -8 leaf_value=-0.005733644975069274 -0.0028913195719143412 0.0081258886924477566 0.0026158304298948506 0.018340777081336142 0.0021630110797728427 0.0026577700470207365 0.00289831980497199 leaf_weight=87.778336353600025 828.10865149274468 989.72120877355337 57.267332032322884 42.689748525619507 310.99600004032254 683.77590792626143 192.12801253050566 leaf_count=1031 9636 6970 471 282 2882 6180 1581 internal_value=0.00285683 0.00505617 -0.000606124 0.00922443 -0.00150236 0.00168884 0.0072609 internal_weight=3192.47 1953.4 1239.06 99.9571 1139.1 771.554 1181.85 internal_count=29033 15762 13271 753 12518 7211 8551 is_linear=0 shrinkage=0.0124704 Tree=74 num_leaves=8 num_cat=0 split_feature=25 9 31 4 19 30 9 split_gain=155.162 73.6588 59.9463 31.2363 48.159 26.2942 22.587 threshold=1.0000000180025095e-35 3121.2400000000002 2.5000000000000004 10.745650000000001 1.0000000180025095e-35 -1.0000000180025095e-35 8226.3150000000023 decision_type=10 10 10 8 8 8 10 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.0027599329056925592 -0.0054198462970671112 -0.0015847272792357439 0.00081158334235040513 0.0055245879557936544 0.01157320329430697 0.0061461145294823636 0.012841390359853416 leaf_weight=353.6934950016439 296.33642187714577 73.982206977903843 1162.5858796872199 501.18849458545446 338.5335103534162 444.89193721488118 31.409104116261005 leaf_count=2991 3573 872 11274 3692 2549 3877 212 internal_value=0.00313524 0.000977011 -0.000457767 0.00661425 0.007968 0.00498636 0.00369566 internal_weight=3202.62 1977.8 1458.92 1224.82 839.722 518.874 385.103 internal_count=29040 19596 14847 9444 6241 4749 3203 is_linear=0 shrinkage=0.0124704 Tree=75 num_leaves=8 num_cat=0 split_feature=21 24 27 28 0 24 11 split_gain=150.431 75.9909 81.5523 50.4231 43.136 34.257 22.6038 threshold=1.0000000180025095e-35 952.59500000000014 357.50000000000006 99.975000000000009 6650.0000000000009 10134.945000000002 86.810000000000016 decision_type=10 10 10 10 10 10 10 left_child=1 4 -3 5 -1 -2 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.0026680552338038876 -0.0027738763085691127 0.0031269924236377966 0.009344184046395693 0.011406581693100286 -0.0056906082495596878 0.0059439941337913541 0.0023316952398718545 leaf_weight=540.98878964781761 914.11016196385026 609.78828410059214 696.31715761125088 46.335573613643646 110.21745263785124 70.541163798421621 214.58944408595562 leaf_count=5031 10419 4710 4775 364 1197 710 1850 internal_value=0.0025523 0.00470477 0.00643864 -0.000825813 0.00124211 -0.00212371 0.00398686 internal_weight=3202.89 1957.31 1306.11 1245.58 651.206 984.651 260.925 internal_count=29056 15713 9485 13343 6228 11129 2214 is_linear=0 shrinkage=0.0124704 Tree=76 num_leaves=7 num_cat=0 split_feature=21 24 21 39 24 10 split_gain=126.378 79.8242 59.6964 38.0911 28.4635 23.0363 threshold=1.0000000180025095e-35 361.86000000000007 12.500000000000002 1.0000000180025095e-35 19967.195000000003 4.5000000000000009 decision_type=10 10 10 10 10 8 left_child=1 5 3 -2 -3 -1 right_child=2 4 -4 -5 -6 -7 leaf_value=-0.0067736802953196748 -8.5065019791053466e-06 0.0054533483019671217 0.013005636668849369 -0.0062498162871333128 0.012343438094699281 0.00091150162081302902 leaf_weight=70.721281804144382 1037.1989564485848 1511.2846304289997 44.369309946894646 172.7357999458909 92.37007263302803 286.97980096191168 leaf_count=829 10917 11444 306 2175 526 2876 internal_value=0.00270279 0.00467654 -0.00037963 -0.000910765 0.00586519 -0.000590809 internal_weight=3215.66 1961.36 1254.3 1209.93 1603.65 357.701 internal_count=29073 15675 13398 13092 11970 3705 is_linear=0 shrinkage=0.0124704 Tree=77 num_leaves=8 num_cat=0 split_feature=29 3 29 7 17 17 3 split_gain=97.1528 83.6293 59.6251 55.5627 38.3028 29.2434 15.259 threshold=42.545000000000009 0.75035000000000007 95.465000000000018 1.0000000180025095e-35 0.67815000000000014 0.84795000000000009 0.82495000000000007 decision_type=8 10 8 10 10 10 10 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=0.001481561968113959 -0.00030972523171233384 0.0017515331568147712 0.0048633849753608079 -0.0059078747565409805 0.0076619141939468106 0.013046636122563047 -0.0011091166548837443 leaf_weight=267.41176968067884 809.39518046751618 206.45195300132036 594.9448049813509 273.21956231445074 863.93728100135922 32.585237331688404 161.07980383560061 leaf_count=2525 7906 1777 4570 3350 6771 262 1826 internal_value=0.0027047 0.00388527 0.00188737 -0.00125966 0.0065049 0.00281091 -0.00411129 internal_weight=3209.03 2474.73 1404.34 734.296 1070.39 299.997 434.299 internal_count=28987 21024 12476 7963 8548 2787 5176 is_linear=0 shrinkage=0.0124704 Tree=78 num_leaves=8 num_cat=0 split_feature=22 37 8 37 36 18 22 split_gain=202.741 73.1793 73.1432 44.3154 40.5181 18.3015 10.8354 threshold=1.0000000180025095e-35 1.0000000180025095e-35 36.500000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 decision_type=10 10 10 10 10 8 10 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.0027741086263517118 0.0090650654591969467 -0.0047186799595543508 0.0081819894951594904 -0.0063035592378760889 -0.00082450471866077118 0.0015596801338467305 0.002605832540436078 leaf_weight=620.45964810997248 63.986259035766125 91.036909632384777 1021.2936257570982 273.92616187036037 847.048085026443 274.74976743757725 18.39737356826663 leaf_count=4982 537 1024 7017 3796 8880 2485 233 internal_value=0.00258751 0.00500983 0.00613479 -0.00144807 -0.000103669 2.35623e-05 -0.00564505 internal_weight=3210.9 2007.54 1641.75 1203.36 911.034 365.787 292.324 internal_count=28954 15508 11999 13446 9417 3509 4029 is_linear=0 shrinkage=0.0124704 Tree=79 num_leaves=8 num_cat=0 split_feature=29 28 19 0 0 39 15 split_gain=97.6389 42.3471 51.8869 42.5722 37.5005 21.7082 17.0982 threshold=42.545000000000009 117.89500000000002 1.0000000180025095e-35 7300.0000000000009 4050.0000000000005 1.0000000180025095e-35 3.5000000000000004 decision_type=10 10 10 10 10 10 10 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.00261145655384006 0.0039370349852105519 0.0049904576777176739 0.014217718889833813 -0.0008059455074043853 -0.0066303058509076382 -0.0046967829619913278 -0.00088034699175943191 leaf_weight=335.06726614385843 1626.764141831547 403.8824100792408 115.63047458231449 351.75401338562369 199.87389365211129 71.898545652627945 128.94977075234056 leaf_count=3405 14252 2831 794 3206 2395 886 1301 internal_value=0.00274645 0.00392111 0.00707379 0.00308933 -0.00122707 0.00126728 -0.00435099 internal_weight=3233.82 2498.03 519.513 1978.52 735.789 406.966 328.824 internal_count=29070 21083 3625 17458 7987 4291 3696 is_linear=0 shrinkage=0.0124704 Tree=80 num_leaves=7 num_cat=0 split_feature=13 27 15 20 36 36 split_gain=71.6976 52.7908 57.1781 32.0743 23.9713 17.5767 threshold=14.470000000000002 1802.5000000000002 3.5000000000000004 6000.2900000000009 0.56855000000000011 0.99995000000000012 decision_type=8 8 10 8 10 10 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.0062686615792145062 0.00023708629545372506 0.0019908799476161493 0.0040622078907103639 0.0080238196519236415 -0.011799549814014418 -0.003413624860507408 leaf_weight=20.21153087541461 1177.3030658774078 190.57267544791102 1245.1300301030278 452.0931447558105 62.453170038759708 90.804812479764223 leaf_count=254 10993 1859 10489 3594 909 1009 internal_value=0.00260686 0.00304841 0.00220523 0.00621183 -0.00504735 -0.00685555 internal_weight=3238.57 3065.1 2422.43 642.666 173.47 153.258 internal_count=29107 26935 21482 5453 2172 1918 is_linear=0 shrinkage=0.0124704 Tree=81 num_leaves=8 num_cat=0 split_feature=22 9 25 25 24 14 24 split_gain=216.46 105.246 91.3146 56.7667 32.1561 22.9512 16.3707 threshold=1.0000000180025095e-35 6043.2050000000008 1.0000000180025095e-35 337.43500000000006 4788.1250000000009 101.28500000000001 5571.8150000000014 decision_type=8 10 8 10 10 10 10 left_child=1 3 5 -1 -3 -2 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=0.0062951515758054915 -0.0048659364348095542 0.0074128407602537805 -0.0050076459611299749 0.001829715531753956 0.015960680659222432 0.0038684363310804099 -0.00017588534330179807 leaf_weight=839.52351005375385 46.349276095628738 111.12004318088293 640.80355025455356 924.99485769122839 154.40869088470936 397.53211629390717 127.75654824823141 leaf_count=6060 556 726 8037 7983 797 3489 1426 internal_value=0.00257105 0.00505728 -0.00158607 0.00395877 0.0122827 0.00287769 -0.0041896 internal_weight=3242.49 2030.05 1212.44 1764.52 265.529 443.881 768.56 internal_count=29074 15566 13508 14043 1523 4045 9463 is_linear=0 shrinkage=0.0124704 Tree=82 num_leaves=8 num_cat=0 split_feature=22 24 27 37 1 10 7 split_gain=165.692 71.0572 73.9009 59.0051 36.9015 29.203 10.6082 threshold=1.0000000180025095e-35 639.43500000000006 357.50000000000006 1.0000000180025095e-35 84500.000000000015 10.500000000000002 1.5000000000000002 decision_type=8 10 10 8 10 10 8 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=-0.002156006231443971 0.0083540320256122319 0.0030900644679477214 0.0085602256661942433 -0.001568273669406885 -0.00037682182487032732 0.0038285257193911649 -0.0072805507093952788 leaf_weight=271.68251176923513 76.946206577122211 718.70558200776577 811.47495366260409 61.905822210013866 834.18561886623502 226.83915984630585 229.95455034449697 leaf_count=2706 734 5451 5390 820 8633 1989 3217 internal_value=0.00248607 0.00465712 0.00598935 -0.0011699 0.000378024 0.000596137 -0.00601525 internal_weight=3231.69 2028.7 1530.18 1202.99 911.132 498.522 291.86 internal_count=28940 15536 10841 13404 9367 4695 4037 is_linear=0 shrinkage=0.0124704 Tree=83 num_leaves=8 num_cat=0 split_feature=33 11 7 8 29 33 11 split_gain=97.6835 54.1001 39.3803 34.3418 18.6819 13.6614 12.356 threshold=0.27705000000000007 1.0000000180025095e-35 1.5000000000000002 25.500000000000004 32.760000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=10 8 10 10 8 10 10 left_child=2 6 5 -3 -4 -1 -2 right_child=1 3 4 -5 -6 -7 -8 leaf_value=-0.0034473868420135906 0.016273271326670436 0.00039549273848049225 -0.0069579256540799033 0.0041438652402541699 -0.0014912299223625576 0.0016313562507081609 0.0086127180922609577 leaf_weight=89.611084289848804 48.398259922862053 495.54476537555456 180.60454599186778 1572.2372640445828 202.47126691415906 579.77803881838918 77.289494846016169 leaf_count=1067 342 4196 2367 12908 2245 5403 521 internal_value=0.00223043 0.00372685 -0.000881809 0.00324434 -0.00405726 0.000924409 0.0114642 internal_weight=3245.93 2193.47 1052.46 2067.78 383.076 669.389 125.688 internal_count=29049 17967 11082 17104 4612 6470 863 is_linear=0 shrinkage=0.0124704 Tree=84 num_leaves=8 num_cat=0 split_feature=21 16 8 1 24 24 28 split_gain=118.046 74.7171 69.5269 40.4981 35.825 34.94 28.0346 threshold=1.0000000180025095e-35 7.5000000000000009 237.50000000000003 180500.00000000003 833.54500000000019 1538.0600000000002 76.545000000000016 decision_type=10 10 10 10 10 10 10 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.0054965397350937783 -0.0028962773228117717 0.0037215855950589551 0.0023249769798150167 0.001473478643724794 0.010883376449517472 0.017354433861516524 0.0011263955388103257 leaf_weight=677.36447890102863 723.86263895407319 60.879175897687674 91.311746794730425 900.02112325653434 322.18378906324506 43.935050055384636 421.12184306234121 leaf_count=5331 8475 488 804 7593 1897 280 4044 internal_value=0.00251485 -0.000480173 0.00439755 0.0032069 0.00891498 0.00933108 -0.00141065 internal_weight=3240.68 1249.8 1990.88 1577.39 413.496 104.814 1144.98 internal_count=28912 13287 15625 12924 2701 768 12519 is_linear=0 shrinkage=0.0124704 Tree=85 num_leaves=8 num_cat=0 split_feature=16 16 24 8 29 24 39 split_gain=100.041 104.463 72.4181 62.4901 37.4361 30.0135 17.2904 threshold=1.0000000180025095e-35 5.5000000000000009 833.54500000000019 25.500000000000004 38.025000000000013 3586.3950000000004 1.0000000180025095e-35 decision_type=10 8 10 10 10 10 8 left_child=2 4 6 -4 -2 -3 -1 right_child=1 5 3 -5 -6 -7 -8 leaf_value=0.0016443214367351515 -0.0063803723548410199 0.0052409498382798743 0.0014462464175032357 0.0073853578429370339 -0.00067115180030040769 0.015917783876909449 -0.0034508597581248213 leaf_weight=476.73169548436999 219.75224412232637 154.01179777830839 373.82441342249513 993.29592759907246 863.23277257755399 48.306151866912842 125.73684752359986 leaf_count=4465 2819 1291 2961 6878 8786 326 1439 internal_value=0.00240268 -0.000295713 0.00416586 0.0057519 -0.00183713 0.00780706 0.000583126 internal_weight=3254.89 1285.3 1969.59 1367.12 1082.99 202.318 602.469 internal_count=28965 13222 15743 9839 11605 1617 5904 is_linear=0 shrinkage=0.0124704 Tree=86 num_leaves=8 num_cat=0 split_feature=16 16 27 29 7 17 29 split_gain=106.545 123.744 72.6744 43.8731 41.7447 34.9683 32.0803 threshold=1.0000000180025095e-35 6.5000000000000009 1802.5000000000002 75.075000000000003 1.0000000180025095e-35 0.86445000000000005 20.935000000000006 decision_type=8 10 8 10 10 10 10 left_child=2 3 4 -2 -1 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=0.0053241825785404623 -0.0043614734262981559 0.0057495890275558355 0.00022020270649200101 0.00051466467577408845 0.0012890218546428415 0.01768852797155708 0.011003102186741599 leaf_weight=649.49361132830381 620.02801621705294 110.88025453686714 41.902810472995043 523.66926580667496 1013.7650367245078 49.235459621995687 268.82195524871349 leaf_count=4869 7351 840 402 4912 8862 344 1655 internal_value=0.00207819 -0.000680303 0.00390248 -0.00212321 0.0028705 0.00940025 0.00938081 internal_weight=3277.8 1303.81 1973.98 1143.7 1663.26 160.116 310.725 internal_count=29235 13447 15788 12263 13731 1184 2057 is_linear=0 shrinkage=0.0124704 Tree=87 num_leaves=8 num_cat=0 split_feature=22 25 24 25 0 1 0 split_gain=180.02 72.7434 60.7447 66.3884 61.2148 26.2508 22.0216 threshold=1.0000000180025095e-35 1.0000000180025095e-35 833.54500000000019 1095.2300000000002 5950.0000000000009 87500.000000000015 3650.0000000000005 decision_type=10 10 10 10 10 10 10 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.0040119023452616052 0.0089348342683006447 -0.0017263766558950689 0.0078993811362493942 -0.004651029961727819 0.0026694084788793405 0.0010586770333981994 -0.0059506302515636112 leaf_weight=408.16605221480131 73.365280266851187 365.51156993210316 881.801160402596 199.36495176330209 566.41351978480816 373.64813026040792 398.50892641022801 leaf_count=3451 625 4405 5835 2085 4156 3416 5038 internal_value=0.00221763 -0.00158518 0.0044611 0.00116991 0.00584954 0.00237489 -0.00392561 internal_weight=3266.78 1211.03 2055.75 607.531 1448.21 447.013 764.02 internal_count=29011 13484 15527 5536 9991 4041 9443 is_linear=0 shrinkage=0.0124704 Tree=88 num_leaves=8 num_cat=0 split_feature=22 27 37 37 16 29 22 split_gain=182.061 92.1008 66.0711 46.9472 28.9397 27.5165 14.4424 threshold=1.0000000180025095e-35 850.50000000000011 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 50.57500000000001 5.5000000000000009 decision_type=10 8 10 10 10 8 10 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.0042718305725826704 -0.00065291429755471599 0.005258602409339461 -0.0022020633332525577 -0.0067310869190609799 0.010898423674623505 0.011809164638757438 0.003542640051056273 leaf_weight=1342.910294495523 890.04009556770325 145.19422901794314 291.821099486202 271.47027426213026 29.268028631806374 285.63239086419344 18.549212336540222 leaf_count=9981 9279 1116 2847 3810 181 1618 234 internal_value=0.00221066 0.00445709 0.00310881 -0.0016207 -0.000251349 0.00954714 -0.00596558 internal_weight=3274.89 2065.56 1634.73 1209.33 919.308 430.827 290.019 internal_count=29066 15562 12828 13504 9460 2734 4044 is_linear=0 shrinkage=0.0124704 Tree=89 num_leaves=8 num_cat=0 split_feature=22 24 3 25 25 0 37 split_gain=162.101 65.2678 76.8018 53.8306 52.4814 25.0833 19.1068 threshold=1.0000000180025095e-35 833.54500000000019 0.76615000000000011 237.68000000000004 1095.2300000000002 3650.0000000000005 1.5000000000000002 decision_type=8 10 8 8 10 8 10 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.0032417865242626389 0.0020155748708006 0.0031305888098008649 0.0089192816299365745 -0.0014157176806460557 -0.0043697776488264761 -0.006241388746375998 -0.0059990618539238032 leaf_weight=414.41046120226383 486.64127599075437 849.66956822574139 603.99906512349844 308.21555525436997 205.27576467394829 359.78824769333005 44.84042427316308 leaf_count=3514 4527 6232 3730 3719 2154 4604 573 internal_value=0.00198561 0.00409343 0.00553753 -0.00165229 0.000723686 -0.00400945 0.0012831 internal_weight=3272.84 2073.35 1453.67 1199.49 619.686 668.004 531.482 internal_count=29053 15630 9962 13423 5668 8323 5100 is_linear=0 shrinkage=0.0124704 Tree=90 num_leaves=8 num_cat=0 split_feature=13 9 5 9 10 5 10 split_gain=83.1434 56.0198 35.3509 28.0894 21.6214 17.7882 15.2275 threshold=28.525000000000002 4632.0750000000016 92.995000000000019 1113.3350000000003 10.500000000000002 94.735000000000014 11.500000000000002 decision_type=8 8 8 10 8 10 10 left_child=3 2 -2 6 -3 -5 -1 right_child=1 4 -4 5 -6 -7 -8 leaf_value=-0.0087251113642558675 0.004194595703030434 0.004678863552359796 0.0010292615003333534 0.0068919232159149694 0.0097337344504391347 -0.0019641238580380242 -0.0011492913680631797 leaf_weight=138.75636299699545 857.51885765790939 341.37509213015437 1503.7605850808322 43.414546273648739 207.59360171109438 122.28886235132813 54.339748214930296 leaf_count=1767 6881 2705 13654 437 1469 1426 578 internal_value=0.00231848 0.00301643 0.00218232 -0.00329203 0.0065852 0.000362954 -0.00653077 internal_weight=3269.05 2910.25 2361.28 358.8 548.969 165.703 193.096 internal_count=28917 24709 20535 4208 4174 1863 2345 is_linear=0 shrinkage=0.0124704 Tree=91 num_leaves=7 num_cat=0 split_feature=25 21 8 30 10 29 split_gain=128.791 90.9793 48.0825 31.9538 27.9588 24.3444 threshold=1.0000000180025095e-35 1.0000000180025095e-35 107.50000000000001 -1.0000000180025095e-35 3.5000000000000004 271.38000000000005 decision_type=8 8 10 10 10 8 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.0027836665128119524 0.00071863780611006439 -0.0087521749210447489 0.0058054634998969982 -0.0018266236356345225 0.006540814260305533 0.0010796364687725394 leaf_weight=52.174322545528412 798.82722191140056 118.72260948643088 444.77300982549787 644.31449144333601 1085.1409363821149 137.15588138997555 leaf_count=482 7107 1744 3326 7357 7975 958 internal_value=0.00243403 0.000466821 0.00253958 -0.00291166 0.00552621 0.00591574 internal_weight=3281.11 2006.64 1243.6 763.037 1274.47 1222.3 internal_count=28949 19534 10433 9101 9415 8933 is_linear=0 shrinkage=0.0124704 Tree=92 num_leaves=8 num_cat=0 split_feature=37 30 22 25 17 30 30 split_gain=152.358 98.9232 87.1182 41.1279 35.9972 32.1436 19.0093 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 800.04500000000019 0.80745000000000011 0.11505000000000001 0.054950000000000006 decision_type=10 8 10 10 10 8 10 left_child=1 4 -3 5 -1 -2 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.0035629868446450746 -0.0021616460435135111 0.0044521980938379002 -0.00060138443964122832 -0.0085384761975615328 0.012524286368275921 0.0068154705879909429 -0.0014436418538012795 leaf_weight=91.004823878407478 297.33509490638971 1491.1970506832004 813.5201773494482 212.79695875197649 236.02541194856167 72.327777862548828 77.238147620111704 leaf_count=664 3228 10687 8481 2831 1618 653 847 internal_value=0.00223463 0.00357663 0.00266686 -0.00309618 0.00993011 -0.000374594 -0.00660551 internal_weight=3291.45 2631.75 2304.72 659.698 327.03 369.663 290.035 internal_count=29009 21450 19168 7559 2282 3881 3678 is_linear=0 shrinkage=0.0124704 Tree=93 num_leaves=8 num_cat=0 split_feature=22 0 8 4 21 17 22 split_gain=125.317 48.0242 38.2404 41.5326 19.415 16.6585 14.6446 threshold=1.0000000180025095e-35 6650.0000000000009 287.50000000000006 6.2587500000000009 12.500000000000002 0.71805000000000008 4.5000000000000009 decision_type=8 8 10 10 10 10 10 left_child=2 4 3 -1 -2 -4 -3 right_child=1 6 5 -5 -6 -7 -8 leaf_value=-0.0023937353168383391 8.2099399602126951e-07 -0.0068125536230905816 0.0021707480576794711 0.0039334765096027515 0.0097536359041911179 0.0088526774369496221 0.0024580121528058269 leaf_weight=172.30893095955253 932.69887105002999 225.89607562124729 62.802039682865143 1544.4159127138555 27.417618673294783 312.22587375342846 24.754599519073963 leaf_count=1600 10306 2723 414 11759 188 1836 249 internal_value=0.0022295 -0.000953672 0.00407486 0.00328819 0.000302324 0.00765306 -0.00577198 internal_weight=3302.52 1210.77 2091.75 1716.72 960.116 375.028 250.651 internal_count=29075 13466 15609 13359 10494 2250 2972 is_linear=0 shrinkage=0.0124704 Tree=94 num_leaves=8 num_cat=0 split_feature=37 25 24 25 18 31 9 split_gain=145.542 81.7395 64.7346 31.512 20.4313 18.1342 15.9246 threshold=1.0000000180025095e-35 25.320000000000004 8049.2300000000005 800.04500000000019 5.5000000000000009 4.5000000000000009 3121.2400000000002 decision_type=10 10 10 10 8 10 10 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.0071397160553060409 -0.0018204036637717244 0.00066259543101565349 0.0086083477867770868 -0.00879453151189666 0.0034541002531037822 -0.002506206038100658 0.0048220986766640776 leaf_weight=786.21267715096474 308.53996843099594 1335.4078271202743 174.60820647329092 166.9163285382092 328.40960724651814 120.00578268989921 62.630350738763809 leaf_count=5646 3266 12291 1263 2326 2121 1302 636 internal_value=0.00217458 0.00348814 0.00160092 -0.00304166 0.0060436 -0.00614287 -0.000675608 internal_weight=3282.73 2624.64 1510.02 658.092 1114.62 286.922 371.17 internal_count=28851 21321 13554 7530 7767 3628 3902 is_linear=0 shrinkage=0.0124704 Tree=95 num_leaves=7 num_cat=0 split_feature=24 16 16 27 19 16 split_gain=80.0965 64.5556 100.973 47.7382 24.8043 13.6103 threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 702.50000000000011 1.5000000000000002 1.5000000000000002 decision_type=10 10 10 8 10 10 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.00017408437325971455 0.0029949349129489975 -0.0010921120971344881 0.0085488751696158032 0.0076150474100494959 -0.0077744701260939117 -0.0082343629545593156 leaf_weight=194.18098552897573 1275.964568156749 1009.6839397773147 196.69208357483149 471.15280447527766 131.24660371243954 29.758922338485718 leaf_count=2060 9829 10427 1493 3046 1823 410 internal_value=0.00204238 0.00271496 0.000500962 0.00424474 -0.00349907 -0.00103699 internal_weight=3308.68 2953.49 1206.38 1747.12 355.187 223.94 internal_count=29088 24795 11920 12875 4293 2470 is_linear=0 shrinkage=0.0124704 Tree=96 num_leaves=7 num_cat=0 split_feature=37 17 16 38 28 0 split_gain=119.38 82.9978 60.7895 39.9658 29.1801 26.3647 threshold=1.0000000180025095e-35 0.9507500000000001 1.0000000180025095e-35 1.0000000180025095e-35 28.205000000000002 3650.0000000000005 decision_type=10 10 10 10 8 10 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=0.0041262834006713517 -0.0082922678169127118 0.013718009992780734 0.00011779515185669988 0.0010839763401644708 0.0013077153507934608 -0.0041171728334289575 leaf_weight=1476.2261064499617 116.42579077556729 157.64674436300993 970.08093068376184 43.449813030660152 260.45669459551573 286.33975390717387 leaf_count=10807 1719 1004 9218 395 2741 3132 internal_value=0.00198601 0.00317016 0.00253747 0.0107421 -0.00272029 -0.0015342 internal_weight=3310.63 2647.4 2446.31 201.097 663.222 546.796 internal_count=29016 21424 20025 1399 7592 5873 is_linear=0 shrinkage=0.0124704 Tree=97 num_leaves=7 num_cat=0 split_feature=25 33 33 20 32 0 split_gain=97.4375 48.2445 37.1394 26.0644 25.3705 11.9298 threshold=1.0000000180025095e-35 0.12775000000000003 0.069450000000000026 13799.970000000003 0.34985000000000005 6650.0000000000009 decision_type=10 10 10 10 10 10 left_child=2 5 -1 -3 -4 -2 right_child=1 3 4 -5 -6 -7 leaf_value=-0.0015683116438611117 -0.0025161847679182965 0.00025700778626747031 0.0064260589075039211 0.0040104234005983556 0.0023369405047236548 -0.0074824725962464459 leaf_weight=130.16021533682942 293.74850556999445 1271.9436545446515 825.71069360524416 365.40805781260133 324.16683585196733 97.096538752317429 leaf_count=1369 3541 11876 5740 2981 2259 1262 internal_value=0.00186093 0.00016221 0.00454788 0.00109868 0.00526738 -0.00374565 internal_weight=3308.23 2028.2 1280.04 1637.35 1149.88 390.845 internal_count=29028 19660 9368 14857 7999 4803 is_linear=0 shrinkage=0.0124704 Tree=98 num_leaves=8 num_cat=0 split_feature=37 22 27 23 15 9 39 split_gain=121.725 80.8742 62.5364 44.4302 27.7494 16.3211 11.604 threshold=1.0000000180025095e-35 1.0000000180025095e-35 850.50000000000011 1.0000500000000001 7.0000000000000009 3121.2400000000002 1.0000000180025095e-35 decision_type=10 10 8 8 10 10 10 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0034482543216755104 -0.0058289920021260501 0.0044697902670124585 0.0092486593686220489 -0.0015720177791303338 0.003209499975752881 -0.00088064800870773802 -0.0043482463915298381 leaf_weight=1359.8078548684716 351.59297873079777 256.73467665165663 359.40300366282463 672.79481392353773 129.37871184572577 143.08118207007647 35.183393966406584 leaf_count=9915 4301 2191 2049 7265 1249 1615 392 internal_value=0.00187534 0.00306766 0.00466796 0.000114207 -0.00289431 -0.00438611 0.00144416 internal_weight=3307.98 2648.74 1719.21 929.529 659.236 494.674 164.562 internal_count=28977 21420 11964 9456 7557 5916 1641 is_linear=0 shrinkage=0.0124704 Tree=99 num_leaves=8 num_cat=0 split_feature=37 22 25 16 22 15 0 split_gain=139.506 77.5356 60.5915 39.0164 34.5561 29.0605 11.6897 threshold=1.0000000180025095e-35 1.0000000180025095e-35 25.320000000000004 5.5000000000000009 1.0000000180025095e-35 10.500000000000002 2040.0000000000002 decision_type=8 10 10 10 8 10 8 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0044135365090529066 -0.0029418847513840393 0.0039243081790969929 -0.0024845361926411091 0.013273983612288154 -0.0013482216061464539 0.0044533601122737241 -0.0076910743735101057 leaf_weight=1661.886176854372 261.62050374597311 403.41612628847361 516.24262535572052 73.019974887371063 53.393764082342386 113.23600818216801 227.56328944116831 leaf_count=11573 2552 3373 5962 446 725 1000 3286 internal_value=0.00198424 0.00325548 0.000338173 0.00480551 -0.00313889 -0.000693868 -0.0064404 internal_weight=3310.38 2654.56 919.659 1734.91 655.814 374.857 280.957 internal_count=28917 21354 9335 12019 7563 3552 4011 is_linear=0 shrinkage=0.0124704 Tree=100 num_leaves=8 num_cat=0 split_feature=3 28 2 29 5 29 9 split_gain=85.5929 74.3639 51.1433 43.1779 23.4913 16.1576 9.31167 threshold=0.75035000000000007 99.975000000000009 12003.000000000002 46.815000000000005 96.715000000000018 271.38000000000005 11022.160000000002 decision_type=8 8 8 10 8 8 8 left_child=1 4 3 -2 -1 -3 -4 right_child=2 5 6 -5 -6 -7 -8 leaf_value=-0.00015371492820008813 0.00027600652428515492 0.00493172431543051 0.0089985818568051271 0.0049384737509783217 -0.003642337584122305 -0.00093311640406169838 0.015954892340474616 leaf_weight=752.57209190353751 440.36758867651224 452.93116890639067 58.134490810334682 999.89341143891215 492.44187916442752 78.20689932256937 51.544720757752657 leaf_count=7038 4439 3248 410 7671 5379 517 291 internal_value=0.00199818 0.000131509 0.00413503 0.00351193 -0.00153326 0.00401237 0.0121047 internal_weight=3326.09 1776.15 1549.94 1440.26 1245.01 531.138 109.679 internal_count=28993 16182 12811 12110 12417 3765 701 is_linear=0 shrinkage=0.0124704 Tree=101 num_leaves=8 num_cat=0 split_feature=21 21 29 0 29 38 29 split_gain=80.0926 57.6485 31.8002 42.5667 22.8765 20.4651 19.6994 threshold=1.0000000180025095e-35 5.5000000000000009 46.815000000000005 6650.0000000000009 86.135000000000005 5503.9750000000013 50.57500000000001 decision_type=10 10 8 10 8 10 8 left_child=2 4 3 -1 -2 -4 -3 right_child=1 6 5 -5 -6 -7 -8 leaf_value=0.0025574067430606325 -0.003206952854646413 -0.00033131412201630578 0.0036612929185381327 -0.0054887115591222115 0.00054145969610817891 0.010006418461964265 0.0086445331266721791 leaf_weight=367.49023388326168 721.03411587327719 47.459941547363997 1482.2466384507716 134.48629933223128 382.163523953408 75.85616672411561 117.7303830049932 leaf_count=3311 8574 464 10452 1401 3411 546 920 internal_value=0.00159035 -0.000867462 0.00310596 0.000393567 -0.00190174 0.00398567 0.00588045 internal_weight=3328.47 1268.39 2060.08 501.977 1103.2 1558.1 165.19 internal_count=29079 13369 15710 4712 11985 10998 1384 is_linear=0 shrinkage=0.0124704 Tree=102 num_leaves=8 num_cat=0 split_feature=33 8 16 10 16 8 16 split_gain=78.9492 47.465 60.3312 37.2298 22.2954 19.7151 17.414 threshold=0.27705000000000007 25.500000000000004 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 237.50000000000003 4.5000000000000009 decision_type=10 8 10 8 10 10 10 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0040577050472424573 -0.00052226387217606718 0.0062666445949242332 0.0015383209536746227 0.0040371926257035777 -0.0019540803215316385 0.00088908899909616096 0.007305903586081461 leaf_weight=472.12188440561295 516.56365283951163 995.65089890360832 717.09820036590099 278.35646764189005 139.59521585330367 163.92070578411222 41.029301557689905 leaf_count=5321 4200 6650 6747 2394 1540 1745 304 internal_value=0.00194899 0.00325662 0.00428504 -0.000861373 0.0019996 -0.00276267 0.000114303 internal_weight=3324.34 2270.34 1712.75 1053.99 417.952 636.043 557.593 internal_count=28901 17901 13397 11000 3934 7066 4504 is_linear=0 shrinkage=0.0124704 Tree=103 num_leaves=8 num_cat=0 split_feature=37 21 10 21 36 12 28 split_gain=102.301 57.3114 40.7589 37.7048 30.4594 28.9983 13.3927 threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 11.500000000000002 0.99995000000000012 34.845000000000006 46.225000000000001 decision_type=8 10 10 10 8 10 8 left_child=1 5 6 -3 -4 -1 -2 right_child=2 3 4 -5 -6 -7 -8 leaf_value=-0.0049907506549502897 -0.0080740285374416246 -0.00014966215698980826 -0.001932554081035738 0.01070547080217883 0.006946009824961648 0.0044421400561589523 -0.0034263701545872265 leaf_weight=43.970830652862787 151.41471356153488 949.65751389414072 161.43091021105647 46.385342039167881 87.968537602573633 1619.9394309073687 256.14310359582305 leaf_count=432 2203 9310 1777 303 790 11305 2796 internal_value=0.00166483 0.00275227 -0.00271836 0.00039348 0.00118631 0.0041668 -0.00515472 internal_weight=3316.91 2659.95 656.957 996.043 249.399 1663.91 407.558 internal_count=28916 21350 7566 9613 2567 11737 4999 is_linear=0 shrinkage=0.0124704 Tree=104 num_leaves=7 num_cat=0 split_feature=21 33 3 21 1 10 split_gain=86.0401 49.1416 51.5817 38.8475 35.3859 19.9683 threshold=1.0000000180025095e-35 0.093850000000000003 0.71715000000000007 12.500000000000002 84500.000000000015 7.5000000000000009 decision_type=10 10 8 10 10 8 left_child=1 5 -3 4 -2 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=-0.0051765015648484935 0.0059031835842327553 0.0019552646101285674 0.0062106168419668048 0.010105047513181436 -0.0016972165953985535 0.0013130947157720505 leaf_weight=114.97612146660686 98.455755636096001 810.35386527702212 963.16564668342471 44.783916566520929 1122.4929597377777 183.87236234173179 leaf_count=1380 936 6106 6359 293 12119 1829 internal_value=0.00191411 0.00347634 0.00426559 -0.000639851 -0.00106696 -0.00113676 internal_weight=3338.1 2072.37 1773.52 1265.73 1220.95 298.848 internal_count=29022 15674 12465 13348 13055 3209 is_linear=0 shrinkage=0.0124704 Tree=105 num_leaves=8 num_cat=0 split_feature=22 24 16 16 1 10 7 split_gain=152.084 56.5411 48.0104 42.5211 35.429 28.1049 24.3997 threshold=1.0000000180025095e-35 639.43500000000006 5.5000000000000009 7.5000000000000009 84500.000000000015 4.5000000000000009 1.5000000000000002 decision_type=10 10 10 10 10 8 10 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=-0.0072119365945600413 0.0047807586158680956 0.004245516125742802 0.014981161484683578 0.0011327380337324833 -0.0033244160178712767 0.0010544813283683895 0.01347579993815118 leaf_weight=68.132419981062412 85.977367222309113 1563.0952943824232 59.143300108611584 51.252609215676785 1026.9942610301077 445.6078472957015 35.733230195939541 leaf_count=758 871 10538 338 385 11874 3988 251 internal_value=0.00152875 0.00352166 0.0046636 -0.00201293 -0.00267905 -5.06591e-05 0.0061241 internal_weight=3335.94 2135.98 1622.24 1199.96 1112.97 513.74 86.9858 internal_count=29003 15622 10876 13381 12745 4746 636 is_linear=0 shrinkage=0.0124704 Tree=106 num_leaves=8 num_cat=0 split_feature=37 3 25 24 25 24 9 split_gain=118.033 75.5828 79.0577 65.8068 40.3359 19.0014 17.1068 threshold=1.0000000180025095e-35 0.78075000000000017 25.320000000000004 4788.1250000000009 337.43500000000006 13337.885000000002 3121.2400000000002 decision_type=10 10 10 10 10 10 10 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0043298531719287523 -0.00077837728205770815 0.003906557492626749 -0.0011405163216886276 0.011070499718270108 -0.0064271395167510709 0.0042928004310555743 0.006849971864039902 leaf_weight=756.92429592460394 252.53575494512916 805.26550870016217 881.24444583430886 257.45060893893242 332.25741392374039 22.943479616194963 49.783180359750986 leaf_count=5304 2629 6305 8381 1543 4267 212 495 internal_value=0.00191548 0.00306794 0.00139059 0.00565109 -0.00279735 -0.00564927 0.000495709 internal_weight=3358.4 2700.88 1638.17 1062.72 657.52 355.201 302.319 internal_count=29136 21533 13685 7848 7603 4479 3124 is_linear=0 shrinkage=0.0124704 Tree=107 num_leaves=8 num_cat=0 split_feature=29 16 16 17 9 16 10 split_gain=66.1852 38.9592 71.2461 38.708 30.435 25.2413 14.5527 threshold=50.57500000000001 6.5000000000000009 1.0000000180025095e-35 0.86445000000000005 720.0100000000001 1.0000000180025095e-35 5.5000000000000009 decision_type=8 8 10 8 10 10 10 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0089100421077046386 0.0039476458795090564 0.0044178538322282397 -0.00064141848310963036 0.01771016217153706 0.0027787365060437182 -0.0022418293423260901 -0.0028219768855133574 leaf_weight=75.428201798349619 1466.0310586169362 83.224294677376747 810.25060633197427 46.413753055036068 328.66316549107432 285.44213204085827 255.9380672313273 leaf_count=1019 10314 586 7951 285 2782 3456 2702 internal_value=0.00159339 0.00269068 0.00231198 0.00916763 -0.00119102 0.000433492 -0.00422104 internal_weight=3351.39 2405.92 2276.28 129.638 945.472 614.105 331.366 internal_count=29095 19136 18265 871 9959 6238 3721 is_linear=0 shrinkage=0.0124704 Tree=108 num_leaves=8 num_cat=0 split_feature=16 16 9 9 24 9 24 split_gain=67.6928 88.9255 83.7056 36.0726 28.5144 24.6075 20.4758 threshold=1.0000000180025095e-35 6.5000000000000009 4632.0750000000016 809.5200000000001 1222.0250000000003 8226.3150000000023 1374.2600000000004 decision_type=10 10 8 10 8 10 10 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=5.680427195216502e-06 -0.0025601624637455107 0.0038956516657403131 0.0013023712499630573 0.0036144467601621297 0.010284237474798702 0.0024698884305140623 0.012276980226993807 leaf_weight=779.03786636516452 958.99178882688284 87.765412624925375 58.452962096780539 942.99933745339513 288.22666671872139 173.52638279646635 80.188486225903034 leaf_count=6895 10388 683 452 6994 1537 1694 493 internal_value=0.00170667 -0.000515898 0.00310597 0.00198266 0.00864052 -0.00177625 0.0078022 internal_weight=3369.19 1300.47 2068.72 1722.04 346.68 1132.52 167.954 internal_count=29136 13258 15878 13889 1989 12082 1176 is_linear=0 shrinkage=0.0124704 Tree=109 num_leaves=8 num_cat=0 split_feature=22 25 25 32 0 0 0 split_gain=128.258 56.1947 54.3242 35.5396 29.705 17.0908 14.1476 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.34985000000000005 6050.0000000000009 3650.0000000000005 2040.0000000000002 decision_type=10 10 10 8 10 10 10 left_child=1 3 6 -1 -3 -4 -2 right_child=2 4 5 -5 -6 -7 -8 leaf_value=0.0076134221614905266 0.0058171857250185043 0.003120784663612155 -0.0015488492764719366 0.0020032823666492031 -0.0011335601028482634 -0.0052911873997658317 0.00075081198978664792 leaf_weight=634.46490355581045 107.37173521891236 936.65089786797762 365.74104984104633 234.41124668717384 341.77652651444077 389.64975294098258 344.07920191064477 leaf_count=3983 907 7233 4439 1450 2874 5052 3048 internal_value=0.00181437 0.00363987 -0.00142838 0.00607957 0.00198141 -0.00347609 0.00196312 internal_weight=3354.15 2147.3 1206.84 868.876 1278.43 755.391 451.451 internal_count=28986 15540 13446 5433 10107 9491 3955 is_linear=0 shrinkage=0.0124704 Tree=110 num_leaves=8 num_cat=0 split_feature=24 16 16 9 28 2 2 split_gain=68.297 56.8371 108.979 72.0162 31.9755 16.0073 9.54075 threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 903.00500000000011 61.555000000000007 1000.2531500000001 9700.5000000000018 decision_type=10 10 10 10 8 8 10 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0080097483399328099 0.00045212736103690353 -0.0015687646008249703 0.0081688678685806083 0.0055795048652344326 -0.00761662543523264 0.0021505205859429187 0.00066379660015176154 leaf_weight=168.90308402478695 678.09558040648699 998.45957693085074 211.43053455650806 1120.3498066067696 26.010400414466858 136.22753719985485 17.721923746168613 leaf_count=2403 5499 10300 1545 7369 297 1312 218 internal_value=0.00163308 0.00223861 0.000153436 0.0036424 -0.00353825 0.000397179 -0.00705961 internal_weight=3357.2 3008.34 1209.89 1798.45 348.863 162.238 186.625 internal_count=28943 24713 11845 12868 4230 1609 2621 is_linear=0 shrinkage=0.0124704 Tree=111 num_leaves=8 num_cat=0 split_feature=22 9 25 25 9 0 9 split_gain=117.357 87.8454 69.395 42.6143 29.6573 25.6985 14.7498 threshold=1.0000000180025095e-35 903.00500000000011 1.0000000180025095e-35 800.04500000000019 3121.2400000000002 2040.0000000000002 2683.1050000000005 decision_type=10 8 10 10 8 10 10 left_child=1 3 5 -1 -3 -2 -4 right_child=2 4 6 -5 -6 -7 -8 leaf_value=0.0026590961372046059 0.0074464235143543289 0.0040067950864703539 -0.00510831099573814 -0.0029350860657316727 0.0078650093636712208 0.00072641206050780478 -0.0014689734559735139 leaf_weight=506.55182642862201 111.51927337795496 799.21324130892754 469.47510896995664 353.24326291307807 499.12290392071009 349.26438584551215 271.74461974948645 leaf_count=3859 926 5660 6089 3285 2790 3095 3260 internal_value=0.00170936 0.00344617 -0.00140371 0.000368047 0.00548988 0.0023643 -0.00376705 internal_weight=3360.13 2158.13 1202 859.795 1298.34 460.784 741.22 internal_count=28964 15594 13370 7144 8450 4021 9349 is_linear=0 shrinkage=0.0124704 Tree=112 num_leaves=8 num_cat=0 split_feature=37 17 25 19 29 19 25 split_gain=88.5843 60.5986 49.3 23.1237 18.8444 21.598 12.7235 threshold=1.0000000180025095e-35 0.9507500000000001 25.320000000000004 5.5000000000000009 50.57500000000001 1.0000000180025095e-35 144.34000000000003 decision_type=8 10 10 10 10 10 8 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0039965481933026724 -0.00034256139866843552 0.011004189540732312 0.00044262959159835846 0.0018594394085401339 -0.0031151129061220686 0.0027688958954087653 -0.0069237285071082804 leaf_weight=1026.2555476874113 56.716315861791372 165.01433433964849 1467.7934154197574 49.862482916563749 263.93849173560739 145.4965943582356 188.72180934995413 leaf_count=6998 665 1022 12998 425 2738 1433 2730 internal_value=0.00146074 0.00245493 0.00190773 0.00870743 -0.00263277 -0.00101707 -0.00535832 internal_weight=3363.8 2708.93 2494.05 214.877 654.873 409.435 245.438 internal_count=29009 21443 19996 1447 7566 4171 3395 is_linear=0 shrinkage=0.0124704 Tree=113 num_leaves=8 num_cat=0 split_feature=33 7 27 7 1 17 28 split_gain=81.4503 41.1346 29.0413 34.0333 18.6448 15.9587 11.5838 threshold=0.27705000000000007 1.5000000000000002 850.50000000000011 3.5000000000000004 84500.000000000015 0.87285000000000013 65.295000000000016 decision_type=10 10 8 10 10 10 8 left_child=1 4 3 -2 -1 -4 -3 right_child=2 6 5 -5 -6 -7 -8 leaf_value=0.0075725178989434682 0.0030246650046802056 -0.0054949720591698789 0.003822539461462676 -0.0016006171487590775 0.00012791013013301898 0.0079874130159450479 -0.00015797353238993628 leaf_weight=50.769932445138693 1435.5263833478093 301.90442593768239 365.50110960379243 290.71961863711476 635.95797409489751 228.87659024447203 76.166167888790369 leaf_count=450 10980 3882 2711 2593 5988 1725 779 internal_value=0.00174904 -0.00109631 0.00305758 0.00223986 0.000704423 0.00542461 -0.00438424 internal_weight=3385.42 1064.8 2320.62 1726.25 686.728 594.378 378.071 internal_count=29108 11099 18009 13573 6438 4436 4661 is_linear=0 shrinkage=0.0124704 Tree=114 num_leaves=8 num_cat=0 split_feature=22 3 29 29 22 26 7 split_gain=114.468 47.6865 31.9909 24.7649 30.5394 18.6883 15.0037 threshold=1.0000000180025095e-35 0.58935000000000015 46.815000000000005 42.545000000000009 5.5000000000000009 6.7413000000000007 1.0000000180025095e-35 decision_type=10 8 8 8 8 8 10 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.00062807591220938709 -0.00097763916850964958 0.0014527817103228815 0.0055033479622154111 -0.0011489719444883108 0.0062064220253693183 0.005606787522567212 -0.0066544528354955486 leaf_weight=489.15738066658378 113.897695440799 399.49322652071714 1196.8281198292971 814.80880264565349 92.61605603992939 80.527383901178837 187.08986118808389 leaf_count=3779 1257 3408 7727 8623 793 654 2781 internal_value=0.0016654 0.00337849 0.00448367 -0.00140004 -0.000379949 0.000300548 -0.00448125 internal_weight=3374.42 2166.01 1596.32 1208.41 907.425 569.685 300.988 internal_count=29022 15568 11135 13454 9416 4433 4038 is_linear=0 shrinkage=0.0124704 Tree=115 num_leaves=7 num_cat=0 split_feature=0 29 29 32 12 4 split_gain=52.0855 29.9475 24.5123 22.6841 19.432 9.29577 threshold=7300.0000000000009 46.815000000000005 50.57500000000001 0.27435000000000004 91.035000000000011 58.932750000000006 decision_type=10 10 8 10 8 10 left_child=1 4 5 -3 -1 -2 right_child=2 3 -4 -5 -6 -7 leaf_value=-0.0026930137253406965 -0.0065827215297613153 0.0042635561650242555 0.00011666779846828915 0.0015304573064382828 0.0017475032096355135 0.000363295806270672 leaf_weight=224.31722170114517 149.29028394445777 1326.7989527657628 449.49989084154367 728.88646035268903 453.24288722127676 31.555813129991293 leaf_count=2683 1755 10544 3608 5616 4345 299 internal_value=0.00179958 0.00254415 -0.00141279 0.00329325 0.000278929 -0.00523758 internal_weight=3363.59 2733.25 630.346 2055.69 677.56 180.846 internal_count=28850 23188 5662 16160 7028 2054 is_linear=0 shrinkage=0.0124704 Tree=116 num_leaves=8 num_cat=0 split_feature=16 16 9 11 0 3 25 split_gain=73.4754 75.893 67.7943 44.3526 31.389 23.6031 19.8711 threshold=1.0000000180025095e-35 5.5000000000000009 4632.0750000000016 98.555000000000021 6050.0000000000009 0.76615000000000011 20501.470000000005 decision_type=10 10 8 8 10 10 10 left_child=2 4 3 -1 -2 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=0.0025230735699507695 -0.0009419447187097316 0.0030868331797643134 0.0093996127922203517 -0.0054166754865887217 -0.0059729914218578468 0.011538255081077958 0.002023652719864117 leaf_weight=1627.8634736463428 855.97294715791941 135.66034318134189 286.31673771888018 109.86142273619771 243.60106470063329 73.498145926743746 61.524998929351568 leaf_count=12704 9002 1051 1550 1158 2755 511 412 internal_value=0.00156007 -0.000749061 0.00301127 0.00200739 -0.00206297 0.0060351 0.00798649 internal_weight=3394.3 1308.73 2085.57 1737.72 1099.57 209.158 347.842 internal_count=29143 13319 15824 13862 11757 1562 1962 is_linear=0 shrinkage=0.0124704 Tree=117 num_leaves=8 num_cat=0 split_feature=22 17 37 37 12 22 31 split_gain=98.2189 46.516 40.8904 40.0471 17.3116 14.3175 10.1363 threshold=1.0000000180025095e-35 0.67815000000000014 1.0000000180025095e-35 1.0000000180025095e-35 81.960000000000008 12.500000000000002 9.5000000000000018 decision_type=10 10 10 10 8 10 10 left_child=1 4 5 -3 -1 -2 -4 right_child=2 3 6 -5 -6 -7 -8 leaf_value=-0.0075964329505325348 -0.00041078380380917576 0.0047829205314410149 -0.0067998929129771384 6.2028435042119228e-05 4.9015207958532296e-05 0.0076030568376109732 -0.0010167426364910384 leaf_weight=45.967249151319265 898.96932926774025 1460.5542280450463 218.96423541381955 338.23156678676605 325.97404770180583 30.222780793905258 57.159905157983303 leaf_count=476 9180 9488 3300 3118 2478 213 726 internal_value=0.00147468 0.00305744 -0.00137081 0.00388825 -0.000908681 -0.000126899 -0.00555173 internal_weight=3376.04 2170.73 1205.32 1798.79 371.941 929.192 276.124 internal_count=28979 15560 13419 12606 2954 9393 4026 is_linear=0 shrinkage=0.0124704 Tree=118 num_leaves=7 num_cat=0 split_feature=9 39 28 28 0 20 split_gain=76.2097 53.9107 35.3885 30.4194 23.0753 27.0046 threshold=4632.0750000000016 1.0000000180025095e-35 93.305000000000021 65.295000000000016 3950.0000000000005 13799.970000000003 decision_type=8 8 10 8 10 8 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.00069559315689874735 0.0034176546660421641 -0.0070968386463574132 0.0041004503964292881 0.00018175797238849744 0.0024186221703534423 0.0097347091485848712 leaf_weight=1754.2968970574439 164.05409403517842 182.43164626136422 644.24134838581085 163.9374712407589 218.66197410225868 271.19283061102033 leaf_count=15995 1360 2255 4465 1457 1701 1849 internal_value=0.00186125 0.000949754 0.00161261 -0.00360523 0.00566788 0.00733482 internal_weight=3398.82 2744.91 2398.54 346.369 653.909 435.247 internal_count=29082 24172 20460 3712 4910 3209 is_linear=0 shrinkage=0.0124704 Tree=119 num_leaves=8 num_cat=0 split_feature=37 22 1 8 22 10 7 split_gain=122.072 40.8445 40.0454 38.4703 21.8949 15.2898 14.4323 threshold=1.0000000180025095e-35 1.0000000180025095e-35 180500.00000000003 36.500000000000007 1.0000000180025095e-35 10.500000000000002 1.5000000000000002 decision_type=10 10 10 10 10 10 10 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0012753742005844203 -0.0036966374082316291 0.0022075916662469266 -0.0032146638855620672 0.0050318415503098181 -0.00094728152519319494 0.0013109169766121651 -0.0077044095374195834 leaf_weight=677.00801567733288 213.623894110322 626.39753250405192 312.58543950691819 1111.2386250719428 60.719040382653475 159.83916423469782 213.58231135085225 leaf_count=5050 2136 6154 3285 6907 838 1366 3189 internal_value=0.001347 0.00250191 0.000402544 0.00360695 -0.00349288 -0.0015554 -0.00616969 internal_weight=3374.99 2727.23 938.983 1788.25 647.764 373.463 274.301 internal_count=28925 21396 9439 11957 7529 3502 4027 is_linear=0 shrinkage=0.0124704 Tree=120 num_leaves=8 num_cat=0 split_feature=25 30 16 19 30 33 7 split_gain=93.7493 65.1809 53.7966 32.1886 74.4664 12.0012 11.5305 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.093850000000000003 3.5000000000000004 decision_type=10 10 10 10 8 10 10 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0017122697667603937 -0.0030112157837779274 0.0027014837723271959 -0.0017863765602818033 0.019585129183024238 0.0051185967240726989 0.0031339627465318477 -0.0079796318422288952 leaf_weight=81.868030343204737 150.81550594419241 1104.2206769064069 656.59051525592804 53.228725392371416 572.37030148878694 634.97882467508316 136.04155780747533 leaf_count=921 1834 8597 7291 337 4112 4049 1840 internal_value=0.00180586 0.000128283 0.0010234 0.00436051 0.00642251 0.0025664 -0.0053275 internal_weight=3390.11 2047.67 1760.81 1342.45 625.599 716.847 286.857 internal_count=28981 19562 15888 9419 4449 4970 3674 is_linear=0 shrinkage=0.0124704 Tree=121 num_leaves=8 num_cat=0 split_feature=22 9 9 13 9 13 36 split_gain=132.315 60.7894 34.4238 23.7805 18.058 11.1398 10.1489 threshold=1.0000000180025095e-35 11022.160000000002 903.00500000000011 45.455000000000005 8226.3150000000023 79.815000000000012 0.20370000000000002 decision_type=10 8 10 8 10 10 10 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.00075583100294552565 0.0012610780597829749 0.012641505259270713 0.0040341322463691345 -0.0016882903213024977 0.0031233997525154599 0.0061525779741783606 -0.0060006138204528273 leaf_weight=870.44556394964457 29.400155484676361 111.46515982598066 1148.8845670856535 802.64489186555147 136.83987050130963 53.973202466964722 242.45140498504043 leaf_count=7110 386 536 7612 8481 1280 258 3351 internal_value=0.0013862 0.00321651 0.00262259 -0.00190935 -0.000977385 0.0103185 -0.00513657 internal_weight=3396.1 2184.77 2019.33 1211.34 939.485 165.438 271.852 internal_count=29014 15516 14722 13498 9761 794 3737 is_linear=0 shrinkage=0.0124704 Tree=122 num_leaves=7 num_cat=0 split_feature=16 16 9 17 3 7 split_gain=69.3825 92.7217 64.4874 45.7179 24.9205 12.5515 threshold=7.5000000000000009 1.0000000180025095e-35 3121.2400000000002 0.87285000000000013 0.63895000000000013 1.0000000180025095e-35 decision_type=8 10 10 8 10 10 left_child=1 2 -1 5 -3 -2 right_child=3 4 -4 -5 -6 -7 leaf_value=0.0013974773371116299 0.0012092559969045817 -0.0042146769200740262 0.0065541846072149912 0.0192765865085287 -0.00042601701259985264 0.0092739447458136375 leaf_weight=1620.3303888104856 54.312123656272888 419.28281615674496 483.94289468601346 45.092064164578915 739.56260787695646 50.311971422284842 leaf_count=13052 376 4598 2798 260 7706 323 internal_value=0.00141183 0.00103013 0.0025876 0.00953135 -0.00179377 0.00529317 internal_weight=3412.83 3263.12 2104.27 149.716 1158.85 104.624 internal_count=29113 28154 15850 959 12304 699 is_linear=0 shrinkage=0.0124704 Tree=123 num_leaves=8 num_cat=0 split_feature=3 33 28 15 30 1 30 split_gain=71.6906 64.2237 43.4049 35.2877 29.3873 18.363 14.9149 threshold=0.71715000000000007 0.093850000000000003 88.975000000000009 3.5000000000000004 0.22105000000000002 87500.000000000015 0.32665000000000005 decision_type=8 10 8 10 10 10 8 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=-0.0049649188859512841 0.0068862237272176042 0.0047835833527105154 0.0029600330161371506 -0.00017491494629157426 -8.2694566557059302e-05 -0.0032191391117934428 -0.0019368476247640606 leaf_weight=409.98530588671565 25.883948866277933 1317.980648804456 497.36105270311236 559.74633506685495 217.45544558390975 269.90405566617846 111.22832893580198 leaf_count=4698 268 9850 3637 5089 1599 3144 790 internal_value=0.00138063 0.00305639 -0.000562043 -0.00219988 0.00408252 -0.00219497 0.00202902 internal_weight=3409.55 1831.22 1578.32 969.732 1535.44 295.788 608.589 internal_count=29075 14861 14214 9787 11449 3412 4427 is_linear=0 shrinkage=0.0124704 Tree=124 num_leaves=8 num_cat=0 split_feature=37 17 17 0 26 13 7 split_gain=97.6941 67.3019 40.2692 23.6121 14.4346 12.6106 12.1839 threshold=1.0000000180025095e-35 0.78995000000000015 0.99995000000000012 2995.0000000000005 -1.5851499999999998 86.195000000000007 2.5000000000000004 decision_type=10 10 10 10 10 10 10 left_child=1 4 -3 5 -1 -2 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=-0.0044421297502170555 -0.001272287601124299 0.0033302104809084829 0.0096098460167111845 -0.0020778980297715367 0.00040951242604977115 0.005448139872575905 -0.0061830635267030015 leaf_weight=99.256908249109983 137.3197337128222 1568.4349500611424 169.49068929255009 192.34379449486732 924.13995414227247 56.795537415891886 264.09994619339705 leaf_count=877 1593 11873 1108 2141 7674 511 3302 internal_value=0.00143765 0.00246108 0.00395302 -0.00288588 -6.41455e-05 0.00068226 -0.00444853 internal_weight=3411.88 2761.32 1737.93 650.559 1023.4 194.115 456.444 internal_count=29079 21532 12981 7547 8551 2104 5443 is_linear=0 shrinkage=0.0124704 Tree=125 num_leaves=7 num_cat=0 split_feature=24 24 14 32 20 29 split_gain=48.842 30.0911 25.5022 23.5973 22.6049 18.3099 threshold=1.0000000180025095e-35 5571.8150000000014 1.0000000180025095e-35 0.52455000000000007 25999.185000000001 32.760000000000012 decision_type=10 10 10 10 10 10 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.0079960032565145073 -0.0050554226600021636 0.0047924498597730469 0.001366410955941196 -0.0018130814649344597 0.0047880449098568027 -0.0018595276847650161 leaf_weight=121.57180228456855 93.55676406994462 655.31934450939298 2223.9408640824258 87.583040211349726 44.377933923155069 187.38874598219991 leaf_count=1799 1025 4549 18653 567 438 2060 internal_value=0.00129165 0.00179843 0.00109843 0.00397353 -0.00305455 -0.004286 internal_weight=3413.74 3060.4 2317.5 742.902 353.338 308.961 internal_count=29091 24794 19678 5116 4297 3859 is_linear=0 shrinkage=0.0124704 Tree=126 num_leaves=7 num_cat=0 split_feature=22 33 3 33 39 15 split_gain=74.422 39.4607 48.4101 35.1877 20.5288 18.5994 threshold=1.0000000180025095e-35 0.27705000000000007 0.76615000000000011 0.036750000000000012 1.0000000180025095e-35 10.500000000000002 decision_type=10 10 8 10 10 8 left_child=1 5 -3 -2 -5 -1 right_child=3 2 -4 4 -6 -7 leaf_value=-0.0012361561371797055 -0.007306590566804343 0.0021683645323675375 0.0066473770405086965 0.00035815666185258678 -0.0047204686231126104 0.0031815375326164292 leaf_weight=426.79289482533932 118.30606301128864 944.74011360108852 612.52194542437792 956.29052581638098 136.44735201448202 218.39366495236754 leaf_count=3803 1869 6478 3529 9914 1663 1798 internal_value=0.0014951 0.00285858 0.00393225 -0.000980037 -0.000285973 0.000279444 internal_weight=3413.49 2202.45 1557.26 1211.04 1092.74 645.187 internal_count=29054 15608 10007 13446 11577 5601 is_linear=0 shrinkage=0.0124704 Tree=127 num_leaves=8 num_cat=0 split_feature=33 3 10 28 3 28 3 split_gain=51.235 48.4273 41.8229 23.9049 23.252 21.0757 13.9978 threshold=0.27705000000000007 0.61555000000000015 10.500000000000002 58.07500000000001 0.69895000000000007 99.975000000000009 0.85355000000000014 decision_type=10 8 10 8 10 8 8 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=-0.006320129652366514 -0.0017598810668494091 0.0030931313381976091 0.0010615525494483472 0.0091020742555824909 -0.0011916882095266894 0.0023705864191005056 0.0057382408776702346 leaf_weight=193.81494516506791 445.43637651950121 1169.1234904490411 364.96517104282975 61.904444716870785 444.29427518323064 326.84494815766811 420.17725694552064 leaf_count=2446 4159 8880 3394 545 4677 2220 2784 internal_value=0.00152883 0.00255152 -0.000733384 0.00225896 -0.00275404 5.62173e-06 0.00379474 internal_weight=3426.56 2361.58 1064.98 426.87 638.109 772.281 1589.3 internal_count=29105 18043 11062 3939 7123 6379 11664 is_linear=0 shrinkage=0.0124704 Tree=128 num_leaves=8 num_cat=0 split_feature=9 31 15 17 35 1 32 split_gain=44.4536 38.4239 31.7474 30.0456 19.3423 11.9493 11.2733 threshold=11022.160000000002 2.5000000000000004 3.5000000000000004 0.74825000000000008 1.0000000180025095e-35 166500.00000000003 0.27435000000000004 decision_type=10 10 10 10 10 10 10 left_child=1 2 -1 6 -3 -5 -2 right_child=3 4 -4 5 -6 -7 -8 leaf_value=-0.0040765599599836815 0.0038462730589567487 0.0022134399709404116 0.0021466213885352053 0.0055936302661684966 -0.00056930576875373307 0.011328239771728147 -0.0050133581656341426 leaf_weight=360.7404598519206 36.161725133657455 2117.9725569263101 189.78658330067992 105.57191357761621 467.05127466842532 109.69113459065557 37.558170754462481 leaf_count=4246 268 16808 1750 721 4238 691 284 internal_value=0.00150252 0.00107053 -0.00190151 0.00612938 0.00170676 0.00849058 -0.000313171 internal_weight=3424.53 3135.55 550.527 288.983 2585.02 215.263 73.7199 internal_count=29006 27042 5996 1964 21046 1412 552 is_linear=0 shrinkage=0.0124704 Tree=129 num_leaves=8 num_cat=0 split_feature=37 17 1 27 16 7 16 split_gain=70.1781 45.1268 59.658 28.0943 21.664 13.5925 10.0796 threshold=1.0000000180025095e-35 0.99995000000000012 192500.00000000003 489.50000000000006 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 decision_type=10 10 10 8 10 10 10 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0006291631471200971 0.0013496072243245687 0.014964767200589018 0.00075864355327284673 0.0032224937497934317 -0.0061688562440674324 -0.0032104014136130395 0.0012960783881045856 leaf_weight=1410.9724836535752 236.13586699590087 91.563936214894056 76.868595119565725 1195.3918982595205 215.87520353868604 169.19507152587175 27.685860626399517 leaf_count=11218 2293 555 541 9201 3087 1788 345 internal_value=0.00136201 0.00222473 0.00835057 0.00182041 -0.00230929 -0.000565174 -0.00523711 internal_weight=3423.69 2774.8 168.433 2606.36 648.892 405.331 243.561 internal_count=29028 21515 1096 20419 7513 4081 3432 is_linear=0 shrinkage=0.0124704 Tree=130 num_leaves=7 num_cat=0 split_feature=37 3 24 21 5 33 split_gain=79.494 41.2256 40.631 27.3407 27.1557 12.0207 threshold=1.0000000180025095e-35 0.63895000000000013 1073.5300000000002 1.0000000180025095e-35 98.835000000000022 0.65045000000000008 decision_type=8 10 10 8 10 10 left_child=1 5 -3 4 -2 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=-0.0011649292126052677 0.001733793310052012 0.0010020781971190717 0.004824582438982602 -0.0056281308429558946 -0.0052279560725401811 0.0016915881725018374 leaf_weight=472.64545302093029 274.29809430241585 671.91144206374884 1190.0983680896461 253.66256931424141 120.39348749443889 431.27022389322519 leaf_count=4432 2513 5812 8089 3648 1350 3080 internal_value=0.00146224 0.00238277 0.00344251 -0.00244593 -0.000418491 0.000204929 internal_weight=3414.28 2765.93 1862.01 648.354 394.692 903.916 internal_count=28924 21413 13901 7511 3863 7512 is_linear=0 shrinkage=0.0124704 Tree=131 num_leaves=8 num_cat=0 split_feature=22 0 29 27 1 29 0 split_gain=106.958 41.7212 34.1968 27.1209 25.3096 21.7665 16.8954 threshold=1.0000000180025095e-35 7300.0000000000009 32.760000000000012 563.50000000000011 180500.00000000003 75.075000000000003 3950.0000000000005 decision_type=10 10 8 8 10 8 10 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0023607438447392211 -0.0025428023194489003 -0.0086153928053151752 0.00074923220199010852 0.0055077654545553391 -0.0016023481929904923 0.0016213487081051178 -0.0064867924570694542 leaf_weight=1066.4271764941514 391.19235274195671 64.243486784398556 375.920400749892 702.09818981587887 200.45343986153603 378.41170834004879 236.81071582436562 leaf_count=7837 4746 694 2616 4409 2278 3466 2924 internal_value=0.00112677 0.00275584 -0.000642737 0.00361149 -0.00184923 -0.000497025 -0.00423903 internal_weight=3415.56 2208.69 440.164 1768.53 1206.87 769.604 437.264 internal_count=28970 15556 3310 12246 13414 8212 5202 is_linear=0 shrinkage=0.0124704 Tree=132 num_leaves=6 num_cat=0 split_feature=16 16 8 1 23 split_gain=65.8273 64.9336 41.6339 30.0311 22.2269 threshold=10.500000000000002 1.0000000180025095e-35 237.50000000000003 84500.000000000015 1.0969500000000003 decision_type=8 10 10 10 10 left_child=1 2 -1 -3 -2 right_child=4 3 -4 -5 -6 leaf_value=0.0014338682825574807 0.016614746130979147 0.0047729722311690278 0.0056986549218803455 -0.0018772975028019348 0.0055389223900784721 leaf_weight=1661.5217378102243 51.056899514049292 110.78433776646852 445.6894248649478 1118.4983417838812 44.781331323087215 leaf_count=12979 276 1001 2753 11798 275 internal_value=0.00130692 0.00101317 0.0023398 -0.0012576 0.0111506 internal_weight=3432.33 3336.49 2107.21 1229.28 95.8382 internal_count=29082 28531 15732 12799 551 is_linear=0 shrinkage=0.0124704 Tree=133 num_leaves=8 num_cat=0 split_feature=25 22 24 19 30 24 30 split_gain=78.2956 67.179 41.2042 35.3387 54.2524 19.026 16.9423 threshold=1.0000000180025095e-35 1.0000000180025095e-35 361.86000000000007 1.0000000180025095e-35 1.0000000180025095e-35 10134.945000000002 0.32665000000000005 decision_type=10 10 10 10 8 10 10 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.0024839236105347207 -0.0034213892229700677 -0.003937970446752012 0.0023291244182747847 0.017180673493490058 0.0046093912203520318 0.0031130435304609185 -0.0025468430211852819 leaf_weight=619.44179940223694 226.58769045397639 678.03090961277485 1111.8285460211337 50.719034660607576 574.63815148174763 60.273338507860899 116.01266706734896 leaf_count=4262 2367 8750 7913 311 4070 636 772 internal_value=0.00120128 -0.00031898 0.00133972 0.00352043 0.00569218 -0.00332935 0.0016781 internal_weight=3437.53 2076.72 1338.42 1360.81 625.357 738.304 735.454 internal_count=29081 19666 10280 9415 4381 9386 5034 is_linear=0 shrinkage=0.0124704 Tree=134 num_leaves=7 num_cat=0 split_feature=37 9 24 28 24 36 split_gain=70.4004 33.0387 28.5355 18.6415 14.7484 14.2166 threshold=1.0000000180025095e-35 11022.160000000002 1.0000000180025095e-35 28.205000000000002 6654.1350000000011 0.93345000000000011 decision_type=10 8 10 8 8 8 left_child=1 2 -1 -2 -3 -5 right_child=3 4 -4 5 -6 -7 leaf_value=-0.0033859992093415035 -0.0072553104364239968 0.0030124392532556781 0.0018539304201603329 -0.0031514269556599545 0.0089130576175090268 0.001044897386591808 leaf_weight=165.91396551951766 108.23891075700521 113.59415294602513 2354.1450297348201 350.67236934229732 137.34489612281322 187.69882094487548 leaf_count=1749 1714 766 18081 4060 765 1777 internal_value=0.00106764 0.00193162 0.00150206 -0.00261673 0.00618715 -0.00168304 internal_weight=3417.61 2771 2520.06 646.61 250.939 538.371 internal_count=28912 21361 19830 7551 1531 5837 is_linear=0 shrinkage=0.0124704 Tree=135 num_leaves=8 num_cat=0 split_feature=37 30 26 8 10 36 33 split_gain=84.5348 50.8343 37.7201 33.5088 32.3508 28.9378 16.5826 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2423500000000003 55.500000000000007 10.500000000000002 0.99995000000000012 0.27705000000000007 decision_type=10 8 10 10 10 8 10 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0051193277142352308 -0.0076226318485252461 -9.9007583871356045e-05 0.01679520507906818 0.0028333738970934062 -0.0024175636769404713 0.0061272180393962617 -0.002555881911918345 leaf_weight=314.97678222134709 192.77285811677575 1074.9393825829029 40.8841334246099 1366.4992650970817 163.58118860423565 91.095328614115715 204.16143255680799 leaf_count=2021 2839 8825 255 10420 1811 804 2136 internal_value=0.00124176 0.00218334 0.00654354 0.00154205 -0.0027809 0.000628799 -0.00501286 internal_weight=3448.91 2797.3 355.861 2441.44 651.611 254.677 396.934 internal_count=29111 21521 2276 19245 7590 2615 4975 is_linear=0 shrinkage=0.0124704 Tree=136 num_leaves=8 num_cat=0 split_feature=37 3 30 29 10 30 3 split_gain=65.7609 54.7897 47.0124 41.3484 32.267 27.9074 10.6591 threshold=1.0000000180025095e-35 0.81025000000000014 0.22105000000000002 65.27500000000002 10.500000000000002 0.077750000000000014 0.71715000000000007 decision_type=10 10 10 10 10 8 8 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0018122546030444543 -0.0070550687365994562 0.005534551982408412 -0.0025572513652962472 0.0020573144620736335 -0.0017928138236701279 0.0068997812001489337 -0.0029193018415269219 leaf_weight=653.14976576343179 171.12777088955045 791.81581625342369 121.30392999947071 1219.3488128595054 171.61713206022978 79.072909563779831 218.72006064280868 leaf_count=6182 2249 5536 878 8861 1877 685 2656 internal_value=0.00109822 0.00192612 0.00442164 0.000706617 -0.00248417 0.000948174 -0.00473292 internal_weight=3426.16 2785.62 913.12 1872.5 640.538 250.69 389.848 internal_count=28924 21457 6414 15043 7467 2562 4905 is_linear=0 shrinkage=0.0124704 Tree=137 num_leaves=8 num_cat=0 split_feature=13 27 10 2 28 2 27 split_gain=37.6808 33.561 27.6905 23.16 17.0882 10.4611 10.1747 threshold=34.935000000000009 850.50000000000011 10.500000000000002 2300.8889000000004 117.89500000000002 6505.0000000000009 1036.5000000000002 decision_type=10 10 8 10 10 8 10 left_child=2 4 6 -3 -2 -4 -1 right_child=1 3 5 -5 -6 -7 -8 leaf_value=-0.0064299626926876668 0.00017949031047605508 0.001574257262338052 0.0005260394785319008 0.0058751523803506969 0.0029231531322190842 0.0086409792026931817 -0.0018102972824468237 leaf_weight=177.91781456395984 1765.2406589724123 379.33666582033038 131.79827999323606 388.62114213779569 434.28073935955763 24.381209839135408 123.22429777309299 leaf_count=2304 14986 3316 1371 2561 2781 199 1423 internal_value=0.000996042 0.00150942 -0.00230958 0.00374438 0.00072625 0.00185281 -0.00452616 internal_weight=3424.8 2967.48 457.322 767.958 2199.52 156.179 301.142 internal_count=28941 23644 5297 5877 17767 1570 3727 is_linear=0 shrinkage=0.0124704 Tree=138 num_leaves=8 num_cat=0 split_feature=25 3 29 32 3 31 29 split_gain=81.5926 61.9833 42.6638 25.3781 23.9657 18.5462 13.7683 threshold=1.0000000180025095e-35 0.75035000000000007 46.815000000000005 0.34985000000000005 0.61555000000000015 4.5000000000000009 271.38000000000005 decision_type=10 10 10 8 10 10 8 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.0019778769865068358 -0.0049652054395690768 -0.0015909600491147327 0.0035745221409089374 0.0021488587994541613 0.0059965563671749685 -0.0013629409440897445 -0.0032592589825018664 leaf_weight=346.40376902744174 329.18588508293033 376.99833131581545 698.06782541796565 271.58177317306399 664.87183391302824 663.56612304225564 90.248129695653915 leaf_count=2608 3886 3971 5379 1830 4415 6339 591 internal_value=0.00124738 -0.000314132 0.00175118 0.00359805 0.00461392 -0.0025572 0.000793177 internal_weight=3440.92 2067.82 1075.07 1373.11 1011.28 992.752 361.83 internal_count=29019 19575 9350 9444 7023 10225 2421 is_linear=0 shrinkage=0.0124704 Tree=139 num_leaves=8 num_cat=0 split_feature=22 25 27 16 25 16 22 split_gain=75.7856 49.0238 47.07 30.4238 29.276 23.3515 18.9701 threshold=1.0000000180025095e-35 1.0000000180025095e-35 850.50000000000011 10.500000000000002 14517.120000000001 5.5000000000000009 5.5000000000000009 decision_type=8 8 8 10 10 10 10 left_child=2 3 5 -2 -4 -1 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.0013397736534972579 0.00077146648892570868 -0.0038370826287145543 0.0076755617430400037 0.010693409776081922 0.00049594012851968247 0.0085967158804139653 0.0037313217543633549 leaf_weight=1688.9489657096565 434.0297323204577 692.93987903371453 370.73210940882564 47.157430753111839 106.13778461515903 64.148973759263754 50.726247768849134 leaf_count=12444 3833 8890 2022 259 713 381 578 internal_value=0.00120033 -0.00128383 0.00256734 0.00179166 0.00601493 0.00162444 -0.00329103 internal_weight=3454.82 1224.85 2229.97 481.187 476.87 1753.1 743.666 internal_count=29120 13560 15560 4092 2735 12825 9468 is_linear=0 shrinkage=0.0124704 Tree=140 num_leaves=7 num_cat=0 split_feature=22 16 37 37 21 10 split_gain=79.3954 34.2375 29.4347 28.3142 23.3623 20.3412 threshold=1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 decision_type=10 10 10 10 10 10 left_child=2 3 4 -2 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.0037555680588323434 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5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0027148895253016558 -0.0018321653504223445 0.0027046026545741596 0.011584624720466903 7.2198728191134089e-05 -0.00075053420058067931 0.0041440380420611281 -0.0075417588073576061 leaf_weight=198.72616894170642 367.89872778207064 1175.4636164233088 156.9790005646646 1276.8299055509269 39.239727705717087 90.133379939943552 149.59059688821435 leaf_count=1292 4216 8946 959 10220 476 881 2002 internal_value=0.00121521 0.00200937 0.00660747 0.00133613 -0.00221496 -0.000638447 -0.00605315 internal_weight=3454.86 2808 355.705 2452.29 646.862 458.032 188.83 internal_count=28992 21417 2251 19166 7575 5097 2478 is_linear=0 shrinkage=0.0124704 Tree=144 num_leaves=8 num_cat=0 split_feature=22 25 9 32 32 0 27 split_gain=80.2523 47.1386 37.5763 27.0977 26.8705 23.7014 17.9732 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1866.5150000000001 0.45105000000000006 0.051550000000000006 6650.0000000000009 563.50000000000011 decision_type=10 10 8 10 10 10 8 left_child=2 5 4 -4 -1 -2 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=-0.0021137551194942619 0.0029786693265730522 -0.0056942578933300986 0.0056992116723153952 -0.0003497164455639002 0.0022329403063765288 -0.0041151162439844761 -0.0017215180617486186 leaf_weight=266.10680805519223 392.55323888733983 295.34321033209562 703.97520387545228 126.76170255243778 1138.1802072450519 82.639923319220543 433.99642844870687 leaf_count=2472 3259 3851 3994 727 8292 766 5494 internal_value=0.00124823 -0.00133809 0.00264473 0.0047396 0.00140416 0.00169174 -0.00333005 internal_weight=3439.56 1204.53 2235.02 830.737 1404.29 475.193 729.34 internal_count=28855 13370 15485 4721 10764 4025 9345 is_linear=0 shrinkage=0.0124704 Tree=145 num_leaves=7 num_cat=0 split_feature=37 16 16 8 15 8 split_gain=74.1283 47.3482 53.8439 34.1441 22.1156 18.6639 threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 42.500000000000007 7.0000000000000009 353.50000000000006 decision_type=10 10 10 10 10 8 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.001072511595682528 -0.005690797121920466 -0.0015487905159878306 0.0054796641877717066 0.0046028672389005227 0.001015633625131123 -0.00020379249923023219 leaf_weight=725.08275534212589 347.51727270334959 868.69393493235111 203.76904141530395 1014.5023743510246 166.7873328961432 129.3709016032517 leaf_count=5443 4428 8332 1380 6229 1649 1547 internal_value=0.000986839 0.00186008 -0.000191067 0.00312889 -0.00280913 -0.00418914 internal_weight=3455.72 2812.05 1072.46 1739.59 643.676 476.888 internal_count=29008 21384 9712 11672 7624 5975 is_linear=0 shrinkage=0.0124704 Tree=146 num_leaves=8 num_cat=0 split_feature=37 17 16 16 36 36 13 split_gain=62.0672 41.422 46.3358 21.4914 16.9878 16.8095 11.4715 threshold=1.0000000180025095e-35 0.80745000000000011 7.5000000000000009 1.0000000180025095e-35 0.99995000000000012 0.34580000000000005 86.195000000000007 decision_type=10 10 10 10 8 10 8 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0013887024670994428 -0.0018151262707462989 0.0026103634838968576 0.012088264930415265 -0.0019288498651069106 -0.0016677144470945411 -0.0067451113915370535 0.0043604622688879916 leaf_weight=747.02976505458355 244.38563163951039 1485.7149923332036 77.003750115633011 501.06366384401917 135.58811550587416 187.29811859130859 69.064877212047577 leaf_count=5268 2868 10944 418 4777 1447 2656 568 internal_value=0.000952316 0.00174799 0.0030985 5.82117e-05 -0.00254434 -0.00395745 0.00035462 internal_weight=3447.15 2810.81 1562.72 1248.09 636.337 431.684 204.653 internal_count=28946 21407 11362 10045 7539 5524 2015 is_linear=0 shrinkage=0.0124704 Tree=147 num_leaves=8 num_cat=0 split_feature=22 27 0 15 24 31 24 split_gain=58.7324 38.1414 35.7221 21.5346 20.7796 17.0349 11.6426 threshold=1.0000000180025095e-35 850.50000000000011 4050.0000000000005 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 952.59500000000014 decision_type=10 8 10 10 10 10 8 left_child=1 3 4 -1 -2 -4 -3 right_child=2 6 5 -5 -6 -7 -8 leaf_value=-0.00025766783838308696 -0.0056174057898338882 0.0021256915375365 -0.0086212520301553915 0.0025144552879000888 0.0012065245665190841 -0.0027241953292599891 0.006440775942899892 leaf_weight=747.7412358596921 71.895494107156992 125.33583521842957 90.22586278617382 1018.0623692385852 661.49178127944469 389.71447502449155 355.66283421963453 leaf_count=5663 1109 967 1338 7187 6721 4304 1771 internal_value=0.000994533 0.00218693 -0.00120911 0.00134061 0.00050774 -0.00384583 0.00527658 internal_weight=3460.13 2246.8 1213.33 1765.8 733.387 479.94 480.999 internal_count=29060 15588 13472 12850 7830 5642 2738 is_linear=0 shrinkage=0.0124704 Tree=148 num_leaves=7 num_cat=0 split_feature=33 1 5 23 15 39 split_gain=47.9195 28.6154 24.9875 19.8467 16.8137 13.9613 threshold=0.27705000000000007 84500.000000000015 95.955000000000013 1.6175000000000002 3.5000000000000004 1.0000000180025095e-35 decision_type=10 10 8 10 10 10 left_child=1 -1 -3 5 -5 -2 right_child=3 2 -4 4 -6 -7 leaf_value=0.0065215786361400695 0.0027183238101566808 0.00051342612728920293 -0.0034617257841592967 -0.0028606627215145715 0.0022159848072934867 -0.00074795546010813921 leaf_weight=62.734790064394474 1825.4518033675849 414.18590761348605 585.8288495875895 226.64559544250369 172.44757802784443 191.70426279306412 leaf_count=556 13106 3892 6593 2045 1399 1540 internal_value=0.000908757 -0.00128985 -0.00181047 0.00187833 -0.000633677 0.00238163 internal_weight=3479 1062.75 1000.01 2416.25 399.093 2017.16 internal_count=29131 11041 10485 18090 3444 14646 is_linear=0 shrinkage=0.0124704 Tree=149 num_leaves=7 num_cat=0 split_feature=25 36 27 28 28 27 split_gain=70.6206 37.7442 34.6154 16.1208 10.8063 14.4732 threshold=1.0000000180025095e-35 0.99995000000000012 422.50000000000006 33.335000000000008 18.155000000000005 648.50000000000011 decision_type=10 10 10 8 8 8 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0013421765577611257 -0.0074871927306988748 -0.0016070381515605418 0.0020993689061764831 -0.0023052060034914833 0.0026981457569723753 0.00589131923269172 leaf_weight=403.56821304559708 119.12603006884456 725.96845228597522 835.04258583858609 384.01513510942459 661.61773149296641 324.67193963378668 leaf_count=2860 1906 6313 7071 4216 4467 2099 internal_value=0.000879907 -0.000580142 0.000372089 -0.00353484 0.00304771 0.00375439 internal_weight=3454.01 2064.15 1561.01 503.141 1389.86 986.29 internal_count=28932 19506 13384 6122 9426 6566 is_linear=0 shrinkage=0.0124704 Tree=150 num_leaves=8 num_cat=0 split_feature=37 30 30 23 10 17 17 split_gain=60.039 43.2608 27.0644 26.9787 20.8033 19.8219 12.7088 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.36625000000000008 10.500000000000002 0.80745000000000011 0.77045000000000008 decision_type=10 8 10 10 10 10 10 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=0.0010957227728816043 0.0019310788147010821 -0.00010772385954950709 -0.0024582083058424351 -0.0063190151456566368 0.0044673038634405913 0.0074406514327214563 0.0017555630061437185 leaf_weight=98.540653847157955 72.112129114568233 872.60736111178994 150.9936240054667 302.58078737556934 112.93873828649521 265.91473153606057 1595.2787337191403 leaf_count=657 837 7302 1777 3890 1054 1642 11911 internal_value=0.000909615 0.00168793 -0.00252456 -0.00468275 0.000482922 0.00565928 0.00109608 internal_weight=3470.97 2832.34 638.625 374.693 263.932 364.455 2467.89 internal_count=29070 21512 7558 4727 2831 2299 19213 is_linear=0 shrinkage=0.0124704 Tree=151 num_leaves=7 num_cat=0 split_feature=33 15 30 30 9 24 split_gain=50.6688 30.0559 25.7369 25.4839 29.9252 9.39873 threshold=0.27705000000000007 7.0000000000000009 0.011250000000000001 0.32665000000000005 11022.160000000002 2779.3400000000006 decision_type=10 8 10 10 10 8 left_child=1 2 -1 4 -2 -3 right_child=3 5 -4 -5 -6 -7 leaf_value=-0.0057712717311359631 0.0019797017784285685 0.0013149761020363896 -0.00092954974459802029 -0.0020663842543780175 0.0069126056580041942 0.0078854332578423003 leaf_weight=251.6863698810339 1999.0680261962116 277.60204380005598 507.75149415433407 205.37934565171599 204.2356770336628 32.132812459021807 leaf_count=3436 15271 2515 4923 1472 1207 248 internal_value=0.00105029 -0.00120056 -0.00253907 0.00205198 0.00244481 0.00203375 internal_weight=3477.86 1069.17 759.438 2408.68 2203.3 309.735 internal_count=29072 11122 8359 17950 16478 2763 is_linear=0 shrinkage=0.0124704 Tree=152 num_leaves=7 num_cat=0 split_feature=22 14 17 27 22 39 split_gain=78.9146 31.4825 45.5441 30.669 24.0591 23.3225 threshold=1.0000000180025095e-35 101.28500000000001 0.99995000000000012 1036.5000000000002 14.500000000000002 1.0000000180025095e-35 decision_type=8 10 10 8 10 8 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.0039847980082343866 -0.0012462425115045033 0.0023963871240197704 0.012536998490530582 0.0067831467576901783 0.0095292108649268886 -0.0061141927200102364 leaf_weight=204.26020567119122 1015.0283719338477 1950.1832030266523 62.818949144333601 44.550640020519495 23.5195152759552 175.32726425677538 leaf_count=1913 10910 13002 374 322 155 2413 internal_value=0.000840796 0.00221564 0.00273433 -0.00189471 -0.00171599 -0.00197283 internal_weight=3475.69 2261.81 2013 248.811 1213.88 1190.36 internal_count=29089 15611 13376 2235 13478 13323 is_linear=0 shrinkage=0.0124704 Tree=153 num_leaves=6 num_cat=0 split_feature=37 11 15 21 19 split_gain=63.709 32.5512 31.3713 30.5483 15.7638 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 7.0000000000000009 1.0000000180025095e-35 7.5000000000000009 decision_type=10 8 10 10 10 left_child=1 -1 4 -3 -2 right_child=2 3 -4 -5 -6 leaf_value=0.010618203965619008 -0.0029623709634895292 0.002657795517551948 0.0020533049855489356 -4.9329159161936799e-05 -0.0084503106194840517 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1678.5042373090982 589.02948072180152 leaf_count=1189 1385 575 6542 2137 11769 5449 internal_value=0.000921782 0.00221473 -0.00152265 0.00564551 0.00128139 -0.00103149 internal_weight=3480.57 2278.04 1202.53 485.101 1792.94 1124.15 internal_count=29046 15670 13376 2712 12958 11991 is_linear=0 shrinkage=0.0124704 Tree=155 num_leaves=7 num_cat=0 split_feature=3 29 23 9 16 16 split_gain=49.0694 44.7892 37.8261 26.7441 20.7639 27.1927 threshold=0.61555000000000015 32.760000000000012 1.5089500000000002 3121.2400000000002 6.5000000000000009 1.0000000180025095e-35 decision_type=8 8 8 10 10 10 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-9.1139169283669503e-05 -0.0041231664435390312 0.0036158729465430054 -0.00052427246298604327 0.00251783871244525 0.0051325157521429051 -0.0043680419338188127 leaf_weight=600.98272339999676 263.6074986346066 1603.7774645909667 427.57892002910376 139.41769216954708 67.350546348839998 367.96181465312839 leaf_count=4772 2967 11619 3734 1379 450 4057 internal_value=0.00101768 0.00198405 0.0027379 -0.00177628 -0.00124629 -0.0017199 internal_weight=3470.68 2434.38 2031.36 403.025 1036.3 968.945 internal_count=28978 19699 15353 4346 9279 8829 is_linear=0 shrinkage=0.0124704 Tree=156 num_leaves=8 num_cat=0 split_feature=0 20 17 5 7 36 17 split_gain=43.9719 32.6122 30.5565 35.2936 30.1275 15.1993 11.5827 threshold=4410.0000000000009 18420.810000000001 0.67815000000000014 99.945000000000007 1.5000000000000002 0.20370000000000002 0.67175000000000007 decision_type=8 10 10 10 10 10 8 left_child=1 4 6 -4 -1 -3 -2 right_child=2 5 3 -5 -6 -7 -8 leaf_value=0.0025939704320759273 -0.0034755814304756618 0.011379438517450114 0.00058419295357352329 -0.0094461136316954242 -0.00085850986264367115 0.00443790125573457 -0.010252948262096795 leaf_weight=1107.5972071997821 200.5188955180347 49.266307272017002 1098.0896034836769 50.454500369727612 599.40286508202553 338.31082047894597 43.100864294916391 leaf_count=8735 1941 338 9085 584 5739 2242 408 internal_value=0.000980293 0.00212032 -0.000732222 0.000110964 0.00138006 0.0053598 -0.00469316 internal_weight=3486.74 2094.58 1392.16 1148.54 1707 387.577 243.62 internal_count=29072 17054 12018 9669 14474 2580 2349 is_linear=0 shrinkage=0.0124704 Tree=157 num_leaves=8 num_cat=0 split_feature=37 30 3 17 0 19 3 split_gain=59.0632 44.7257 38.8273 24.5415 23.2723 17.2977 16.547 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.81025000000000014 0.80745000000000011 2995.0000000000005 6.5000000000000009 0.71715000000000007 decision_type=10 8 10 10 10 10 10 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.00038269792029524223 -0.002971876686845992 -0.00020634184959716909 0.0030901779062346832 0.0074978321515744633 -0.002879523874509972 -0.008518072118332061 0.0041692202180413944 leaf_weight=95.74670397117734 88.215532798320055 1659.7280702404678 825.22692861780524 266.10108049586415 327.8672837279737 109.9438468106091 104.03671330213547 leaf_count=638 1016 13494 5759 1612 3698 1706 1127 internal_value=0.000722068 0.0014863 0.000890304 0.00554159 -0.00271278 -0.00431063 0.000833831 internal_weight=3476.87 2846.8 2484.95 361.848 630.063 437.811 192.252 internal_count=29050 21503 19253 2250 7547 5404 2143 is_linear=0 shrinkage=0.0124704 Tree=158 num_leaves=8 num_cat=0 split_feature=22 27 25 25 25 27 22 split_gain=66.7455 39.1527 37.536 29.3334 26.3311 19.3554 11.8076 threshold=1.0000000180025095e-35 850.50000000000011 14517.120000000001 1.0000000180025095e-35 25.320000000000004 603.50000000000011 11.500000000000002 decision_type=10 8 10 10 10 8 10 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.0030300021074112075 0.00042139102059920541 0.007023872319865925 -0.0010218150510822729 -0.0053440493310029013 -1.1554263501578956e-05 -0.0012615977339682132 0.0077142105048815593 leaf_weight=769.9751629717648 445.40676928311586 390.59038846939802 105.70094051212072 315.91457526013255 1016.1212567724288 413.79594266414642 30.517011195421219 leaf_count=4781 3834 2059 697 4177 8082 5230 196 internal_value=0.000908593 0.00216079 0.00523639 -0.00145716 0.00130166 -0.00302943 0.000928919 internal_weight=3488.02 2282.39 496.291 1205.63 1786.1 729.711 475.924 internal_count=29056 15619 2756 13437 12863 9407 4030 is_linear=0 shrinkage=0.0124704 Tree=159 num_leaves=8 num_cat=0 split_feature=37 9 25 17 25 9 9 split_gain=58.2094 39.6236 34.5624 28.0091 15.8155 15.0753 13.3853 threshold=1.0000000180025095e-35 11022.160000000002 25.320000000000004 0.71805000000000008 676.12500000000011 3121.2400000000002 4632.0750000000016 decision_type=10 8 10 10 10 10 10 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0026490360487985611 -0.0020984751816148835 -0.0010050949833812013 -0.00024905436030906152 0.0082086828509053099 -0.0064936412186113188 0.0044788298009025172 -0.00049114024508133591 leaf_weight=1117.4210844412446 289.76092730090022 57.407654501497746 1474.5232445970178 204.28861829265952 209.29131269082427 60.710263170301914 76.15870575606823 leaf_count=7211 3125 397 12781 1143 2959 609 912 internal_value=0.000707742 0.00146765 0.00100096 0.00602817 -0.00268449 -0.000930587 -0.0048638 internal_weight=3489.56 2853.64 2591.94 261.696 635.921 350.471 285.45 internal_count=29137 21532 19992 1540 7605 3734 3871 is_linear=0 shrinkage=0.0124704 Tree=160 num_leaves=8 num_cat=0 split_feature=22 24 16 1 39 13 23 split_gain=92.649 33.0218 33.5464 29.1863 25.4134 11.9904 11.2684 threshold=1.0000000180025095e-35 361.86000000000007 5.5000000000000009 84500.000000000015 1.0000000180025095e-35 7.3850000000000007 1.0768500000000001 decision_type=10 10 10 10 10 8 10 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.0083441039067972539 0.0084955206126736665 0.0026969780529102851 0.010835183076229432 -0.0016930570893877209 -0.0069195562261706572 -0.00044006147280930907 0.00045143962441874646 leaf_weight=26.618652150034904 49.967624597251415 1830.2830610796809 73.397138647735119 930.27820972725749 166.55134356021881 330.89468697458506 47.620110440999269 leaf_count=381 446 11670 387 10092 2348 3040 484 internal_value=0.000893107 0.00237527 0.00302937 -0.00190738 -0.0024969 -0.00105643 0.00444406 internal_weight=3455.61 2261.19 1903.68 1194.42 1096.83 357.513 97.5877 internal_count=28848 15478 12057 13370 12440 3421 930 is_linear=0 shrinkage=0.0124704 Tree=161 num_leaves=7 num_cat=0 split_feature=37 3 13 33 10 33 split_gain=53.4295 34.514 33.5318 29.3474 28.3899 11.9673 threshold=1.0000000180025095e-35 0.61555000000000015 65.565000000000012 0.27705000000000007 10.500000000000002 0.27705000000000007 decision_type=10 10 8 10 10 10 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.0042830734815066142 -0.0069167757580909277 0.00016808631410361884 0.0010433328110661829 0.0033986533967614719 0.00070636606237947869 -0.0025208845246992612 leaf_weight=261.23134637996554 183.5722729600966 632.00091729685664 575.44521789625287 1383.6998538896441 252.85995259508491 198.23938063159585 leaf_count=2565 2853 5483 4266 9153 2619 2131 internal_value=0.000772149 0.00149989 -0.000617072 0.00238301 -0.00248132 -0.00463121 internal_weight=3487.05 2852.38 836.677 2015.7 634.672 381.812 internal_count=29070 21467 6831 14636 7603 4984 is_linear=0 shrinkage=0.0124704 Tree=162 num_leaves=8 num_cat=0 split_feature=22 3 30 3 22 39 5 split_gain=55.5416 31.9923 29.8352 19.4139 31.5235 22.9206 15.623 threshold=1.0000000180025095e-35 0.71715000000000007 0.22105000000000002 0.61555000000000015 5.5000000000000009 1.0000000180025095e-35 97.125000000000014 decision_type=8 8 10 10 10 10 10 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.0012551141393850264 -0.0050179645240367929 0.0040127080969485814 -0.0017650242646112789 0.000670128751014322 0.0052945912353014801 -0.0047925434010829635 -0.0021957940273188269 leaf_weight=742.78986811265349 334.22652131319046 1100.2229239977896 149.54690449312329 684.35399959236383 48.049668695777655 139.03994344174862 272.08867951855063 leaf_count=5318 3991 7074 943 7092 415 1923 2139 internal_value=0.000817425 0.00196712 0.00330008 -0.00133761 -0.00365015 -0.000265589 0.000328211 internal_weight=3470.32 2264.65 1249.77 1205.67 382.276 823.394 1014.88 internal_count=28895 15474 8017 13421 4406 9015 7457 is_linear=0 shrinkage=0.0124704 Tree=163 num_leaves=7 num_cat=0 split_feature=0 33 25 17 5 25 split_gain=41.0272 28.5884 24.5618 23.5452 20.7486 15.3255 threshold=7300.0000000000009 0.27705000000000007 800.04500000000019 0.57535000000000014 98.415000000000006 1.0000000180025095e-35 decision_type=10 8 10 8 10 10 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.0021178211566866929 0.0019169542055356985 -0.0041535162991013716 -0.0020841553289038723 0.0027667777079802111 -0.0061679044103060453 -0.002448811909047621 leaf_weight=383.34443763270974 202.8816902898252 71.585500050336123 481.17933016642928 1896.8983663991094 130.11518121138215 301.72731767222285 leaf_count=3482 1353 609 5295 13828 1425 2874 internal_value=0.00102865 0.0016703 -0.000209737 0.00249979 -0.00181999 -0.000690892 internal_weight=3467.73 2833.01 864.524 1968.48 634.724 504.609 internal_count=28866 23214 8777 14437 5652 4227 is_linear=0 shrinkage=0.0124704 Tree=164 num_leaves=8 num_cat=0 split_feature=37 17 16 32 0 16 7 split_gain=60.8784 37.5106 35.399 28.8281 21.3742 13.5542 9.39471 threshold=1.0000000180025095e-35 0.90655000000000008 4.5000000000000009 0.39555000000000007 6650.0000000000009 1.0000000180025095e-35 2.5000000000000004 decision_type=10 10 10 8 10 10 10 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0016806563822874695 0.00029432919204352482 0.0038500625281600964 0.015272059196661972 -0.0017527666856847991 -0.0031974101746938036 -0.0039200905443163145 -0.009388197443846065 leaf_weight=1945.5470897220075 297.53694966807961 418.17184457182884 38.724794000387192 464.14265595376492 64.674045570194721 189.48004929348826 85.464336665347219 leaf_count=14936 2937 2984 223 3355 742 2768 1192 internal_value=0.000862279 0.0016368 0.00488748 0.00101613 -0.00260422 -0.00135308 -0.00667239 internal_weight=3503.74 2866.59 456.897 2409.69 637.155 487.017 150.138 internal_count=29137 21498 3207 18291 7639 5705 1934 is_linear=0 shrinkage=0.0124704 Tree=165 num_leaves=7 num_cat=0 split_feature=39 16 16 17 0 16 split_gain=70.4442 34.6998 55.028 22.9868 13.4753 10.4691 threshold=1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 0.83335000000000015 7300.0000000000009 1.0000000180025095e-35 decision_type=8 10 10 10 10 10 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.0024986789561369329 -0.0011381006764076941 0.003200117241244783 -0.0010583431398456782 0.012667519556335917 -0.0079451048068144188 -0.0056562442321669111 leaf_weight=1868.260914567858 228.39580692350864 79.803575523197651 1049.8566938079894 64.150144193321466 92.598940970376134 116.69174701720476 leaf_count=13037 2035 524 10599 344 1072 1499 internal_value=0.000843844 0.00151257 0.00121748 0.00734751 -0.00379759 -0.00269466 internal_weight=3499.76 3062.07 2918.12 143.954 437.686 345.088 internal_count=29110 24504 23636 868 4606 3534 is_linear=0 shrinkage=0.0124704 Tree=166 num_leaves=7 num_cat=0 split_feature=0 24 16 16 4 28 split_gain=48.8719 39.6091 38.568 41.8254 14.7415 9.57163 threshold=7300.0000000000009 1222.0250000000003 12.500000000000002 1.0000000180025095e-35 29.286800000000003 65.295000000000016 decision_type=8 10 10 10 10 10 left_child=2 5 3 -1 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=0.0026230713143623741 -0.0099232823514067373 -0.0029815418794457847 0.0105991560406688 -0.00052206758871946063 0.0013257299361597596 -0.0031486293793522168 leaf_weight=1738.650149308145 101.52241887710989 204.11228649318218 66.344810135662556 1046.5030955560505 289.62166314944625 44.001633889973164 leaf_count=12334 1335 1795 347 10598 2140 414 internal_value=0.000966248 -0.0021319 0.00166447 0.00143999 -0.000467237 -0.00774031 internal_weight=3490.76 639.258 2851.5 2785.15 493.734 145.524 internal_count=28963 5684 23279 22932 3935 1749 is_linear=0 shrinkage=0.0124704 Tree=167 num_leaves=7 num_cat=0 split_feature=37 17 0 21 0 19 split_gain=55.085 49.0994 40.1993 31.0036 17.2237 13.6292 threshold=1.0000000180025095e-35 0.9507500000000001 5050.0000000000009 1.0000000180025095e-35 6650.0000000000009 9.5000000000000018 decision_type=10 10 10 10 10 10 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.0019505518475758088 -0.0005769270017225175 0.010359095527585266 2.3852121510275457e-06 -0.00084543912878906667 -0.006317772811539446 -0.0061388800332558748 leaf_weight=1657.9985950924456 399.2813427709043 158.4388455376029 79.719690918922424 970.6977305971086 148.99346315860748 77.762361124157906 leaf_count=10896 4392 932 534 9103 1932 1210 internal_value=0.000676565 0.00140801 0.00674604 0.00091702 -0.00265502 -0.00151484 internal_weight=3492.89 2866.85 238.159 2628.7 626.037 477.044 internal_count=28999 21465 1466 19999 7534 5602 is_linear=0 shrinkage=0.0124704 Tree=168 num_leaves=8 num_cat=0 split_feature=0 24 24 26 0 7 29 split_gain=49.1056 34.4629 22.6784 19.8577 19.0654 15.9108 13.4776 threshold=7300.0000000000009 4788.1250000000009 1222.0250000000003 1.1775500000000003 1847.5000000000002 3.5000000000000004 86.135000000000005 decision_type=10 10 10 8 10 10 10 left_child=1 4 6 -3 -1 -4 -2 right_child=2 3 5 -5 -6 -7 -8 leaf_value=0.0033641254828088558 -0.0087454601489183621 0.0020621798485246715 -0.00022285295108248114 0.0065500481381920075 3.8908136757704622e-05 -0.0058237442873518563 0.00020447340071329018 leaf_weight=305.19466814771295 117.50025308690965 388.36106509715319 393.81475031748414 243.31054116785526 1914.4371617697179 91.252342257648706 28.101720444858074 leaf_count=2461 1523 2406 2991 1660 16791 909 238 internal_value=0.000536488 0.00123267 -0.00259408 0.00378952 0.00050198 -0.00131601 -0.0068356 internal_weight=3481.97 2851.3 630.669 631.672 2219.63 485.067 145.602 internal_count=28979 23318 5661 4066 19252 3900 1761 is_linear=0 shrinkage=0.0124704 Tree=169 num_leaves=7 num_cat=0 split_feature=3 24 32 15 16 37 split_gain=58.9102 45.614 38.398 36.8718 35.9143 22.2545 threshold=0.71715000000000007 1.0000000180025095e-35 0.39555000000000007 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 decision_type=10 10 10 10 10 8 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=-0.0019849557236325446 -0.0037220323171106079 0.003637564768923158 -0.0015371905316010539 -3.2803604104213807e-05 0.009564096869289938 -0.007299139239697639 leaf_weight=512.08837369456887 173.27027469500899 1463.2341925539076 254.4663102440536 886.4980124682188 57.797800797969103 155.61653267405927 leaf_count=4441 2251 10718 1838 7271 349 2215 internal_value=0.000752342 0.00224301 0.00286038 -0.000994622 0.000580719 -0.00323044 internal_weight=3502.97 1890.97 1717.7 1612 944.296 667.705 internal_count=29083 14807 12556 14276 7620 6656 is_linear=0 shrinkage=0.0124704 Tree=170 num_leaves=7 num_cat=0 split_feature=39 9 0 15 29 20 split_gain=41.4374 26.9144 23.2522 23.1458 14.0545 11.5918 threshold=1.0000000180025095e-35 6043.2050000000008 2650.0000000000005 3.5000000000000004 14.645000000000001 5000.0800000000008 decision_type=10 8 10 10 10 10 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.00045464132273802374 -0.0095817326071702107 0.0086746649304872622 0.0024203206110974809 0.0019040658237018658 -0.0056950409544236393 -0.00089601134627301032 leaf_weight=1279.4913538582623 39.038495004177094 114.54264464974403 370.27885396033525 1292.4021362103522 101.60999917984009 288.00602376274765 leaf_count=11270 626 720 2527 9905 1142 2732 internal_value=0.000729452 0.00123861 0.00391522 0.000730611 -0.00287089 -0.0021768 internal_weight=3485.37 3056.71 484.821 2571.89 428.655 389.616 internal_count=28922 24422 3247 21175 4500 3874 is_linear=0 shrinkage=0.0124704 Tree=171 num_leaves=8 num_cat=0 split_feature=25 21 24 13 21 24 5 split_gain=55.6212 42.6753 51.1792 22.5895 21.7907 16.8596 9.69876 threshold=25.320000000000004 1.0000000180025095e-35 361.86000000000007 86.195000000000007 5.5000000000000009 172.29500000000004 85.475000000000009 decision_type=10 10 10 10 10 10 8 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=0.00013571190450268491 -0.0045212184627974198 -0.003574071406683102 0.0019468478646666903 0.0046753923981879596 0.0041371026994954001 0.0053567726485099212 0.00082511237303210859 leaf_weight=108.46361186355352 222.54247250035405 663.34767411462963 1091.8395251072943 109.46807996183634 57.224860951304436 529.95692944154143 741.42603135481477 leaf_count=1152 2507 8175 7752 632 568 3458 4951 internal_value=0.000841435 -0.000495789 0.000834955 0.00266855 -0.00292697 0.00443543 0.00134454 internal_weight=3524.27 2034.95 1314.38 1489.31 720.573 638.421 850.894 internal_count=29195 19002 10259 10193 8743 4610 5583 is_linear=0 shrinkage=0.0124704 Tree=172 num_leaves=7 num_cat=0 split_feature=21 27 15 8 28 28 split_gain=56.6845 35.9732 33.4841 18.7675 22.9128 9.73413 threshold=1.0000000180025095e-35 850.50000000000011 3.5000000000000004 353.50000000000006 131.09000000000003 58.07500000000001 decision_type=10 8 10 10 10 8 left_child=1 2 -1 4 -2 -3 right_child=3 5 -4 -5 -6 -7 leaf_value=-0.00091559828854202133 -0.0029992521934599633 0.0030614181306163478 0.0025625077966428453 0.0010527668210411154 0.0031203634766463371 0.0065970586680687187 leaf_weight=744.78393202647567 829.73222676664591 222.51016696169972 996.15144196897745 348.88849660381675 101.5429091565311 252.52602392435074 leaf_count=5925 9074 1469 7037 3488 745 1285 internal_value=0.000697099 0.00190247 0.00107429 -0.00138551 -0.00231297 0.00492131 internal_weight=3496.14 2215.97 1740.94 1280.16 931.275 475.036 internal_count=29023 15716 12962 13307 9819 2754 is_linear=0 shrinkage=0.0124704 Tree=173 num_leaves=8 num_cat=0 split_feature=25 19 19 3 24 24 3 split_gain=44.9525 43.2192 46.3512 37.4635 31.7501 22.9813 22.3969 threshold=237.68000000000004 1.0000000180025095e-35 1.5000000000000002 0.76615000000000011 361.86000000000007 8049.2300000000005 0.67985000000000007 decision_type=8 10 10 10 10 10 10 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.0014553131311205033 -0.0031210758858201348 0.0139089244847638 0.0034614034051620945 -0.0033685317935819967 0.0022608247782591713 0.0028442973253204155 0.0023391810134462182 leaf_weight=483.63770973309875 855.64588534273207 65.787941683083773 597.78708877786994 190.65532113239169 728.77900845557451 107.64172683656216 468.05931177735329 leaf_count=3693 8940 397 4068 2306 5529 887 3290 internal_value=0.000588758 0.00211197 0.00454321 -0.000717523 0.00107332 -0.00243346 0.000416113 internal_weight=3497.99 1615.27 663.575 1882.72 919.434 963.288 951.697 internal_count=29110 11448 4465 17662 7835 9827 6983 is_linear=0 shrinkage=0.0124704 Tree=174 num_leaves=7 num_cat=0 split_feature=22 24 8 24 39 38 split_gain=53.8882 30.8947 20.6116 19.7411 19.2495 15.8585 threshold=1.0000000180025095e-35 952.59500000000014 353.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 6500.0900000000011 decision_type=8 10 8 10 10 10 left_child=1 5 -3 -2 -5 -1 right_child=3 2 -4 4 -6 -7 leaf_value=-0.00087149945852559062 -0.0060772223249374842 0.0021375115913806033 0.0058309119544337745 -0.00029556335813050739 -0.005425930084989916 0.005614322723016589 leaf_weight=659.43739056587219 122.3091577347368 1307.0753492079675 277.95938231050968 968.04846216365695 123.39017587900162 57.332351911813021 leaf_count=5582 2011 8262 1295 9965 1559 463 internal_value=0.000701376 0.00182119 0.00279184 -0.00141782 -0.000889423 -0.000310883 internal_weight=3515.55 2301.8 1585.03 1213.75 1091.44 716.77 internal_count=29137 15602 9557 13535 11524 6045 is_linear=0 shrinkage=0.0124704 Tree=175 num_leaves=8 num_cat=0 split_feature=21 21 24 27 24 5 27 split_gain=48.4092 33.6598 31.8193 40.8617 20.4614 19.4318 9.441 threshold=1.0000000180025095e-35 5.5000000000000009 1222.0250000000003 357.50000000000006 3167.9500000000003 92.015000000000015 2165.5000000000005 decision_type=10 10 10 10 10 8 8 left_child=2 4 5 -4 -2 -1 -3 right_child=1 6 3 -5 -6 -7 -8 leaf_value=0.0029442584346842373 -0.0030434915418086034 0.0054207584689513815 0.00074957796728443514 0.0050242035702939601 0.00051445457232220972 -0.0011727705333152789 -0.0014141493552279729 leaf_weight=247.43811774998903 745.62102427892387 140.43421651422977 618.62259901314974 774.24478428810835 371.21128003299236 590.17357282340527 32.052711818367243 leaf_count=1943 8511 1059 4157 4389 3520 5266 278 internal_value=0.000859152 -0.00105826 0.00196961 0.00312289 -0.00185466 5.70223e-05 0.00397817 internal_weight=3519.8 1289.32 2230.48 1392.87 1116.83 837.612 172.487 internal_count=29123 13368 15755 8546 12031 7209 1337 is_linear=0 shrinkage=0.0124704 Tree=176 num_leaves=8 num_cat=0 split_feature=25 21 13 18 28 21 13 split_gain=49.261 44.7215 33.0322 25.6989 35.6062 16.8524 9.3502 threshold=1.0000000180025095e-35 1.0000000180025095e-35 34.935000000000009 5.5000000000000009 18.155000000000005 5.5000000000000009 143.65000000000001 decision_type=10 10 8 10 8 10 10 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=0.00052745489197591458 -0.0035520201020197333 -0.0036670241079496215 0.0015887441309674817 0.00092898902791923091 0.0051954945912290624 0.0029715771689157165 -0.003093671088710735 leaf_weight=413.0573603361845 227.62261864542961 681.94487378746271 1113.1287683583796 252.90754682198167 636.78207517415285 60.021504048258066 126.3861425742507 leaf_count=2875 2457 8517 8033 1460 4416 608 746 internal_value=0.000569467 -0.000651265 0.00070201 0.00234833 0.00335366 -0.00309982 -0.000394679 internal_weight=3511.85 2082.72 1340.75 1429.13 1049.84 741.966 379.294 internal_count=29112 19615 10490 9497 7291 9125 2206 is_linear=0 shrinkage=0.0124704 Tree=177 num_leaves=7 num_cat=0 split_feature=22 25 16 32 22 3 split_gain=65.1902 42.5821 29.7915 24.7809 17.9002 15.1685 threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 0.45105000000000006 5.5000000000000009 0.61555000000000015 decision_type=10 10 8 8 10 10 left_child=2 5 3 -1 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=0.0020706525514800557 -0.0017399843154433593 -0.0041760855991917704 0.0087129627407316699 -0.0018248752715224411 0.0033809666103803101 0.0027576056997033918 leaf_weight=1937.2669429592788 176.68628209456801 672.79772819578648 86.254532668739557 283.14053577929735 47.75179098919034 311.03792348876595 leaf_count=13310 1554 8895 466 1829 548 2511 internal_value=0.000619412 -0.0017195 0.00184712 0.00156805 -0.00364549 0.00110168 internal_weight=3514.94 1208.27 2306.66 2220.41 720.55 487.724 internal_count=29113 13508 15605 15139 9443 4065 is_linear=0 shrinkage=0.0124704 Tree=178 num_leaves=8 num_cat=0 split_feature=22 1 37 8 13 4 28 split_gain=59.7166 45.5848 33.7513 23.0703 22.8333 20.6914 17.6931 threshold=1.0000000180025095e-35 180500.00000000003 1.0000000180025095e-35 353.50000000000006 79.815000000000012 6.2587500000000009 58.07500000000001 decision_type=10 10 10 10 8 8 8 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.0025019633452689543 0.0014168162256029176 -0.0075061334405990068 -0.0053078771721337343 0.007039638304200257 0.00073104175098941625 0.0017332116506658694 -0.0024360669224044937 leaf_weight=191.29270002245903 637.21084245666862 202.64218541420996 136.10322713106871 231.39911234751344 131.65949956327677 1748.1646085567772 220.72130986303091 leaf_count=1675 6112 2841 2115 1212 656 12002 2358 internal_value=0.00067444 -0.00157784 0.000208874 0.0018475 0.00470305 0.00130841 -0.00485316 internal_weight=3499.19 1196.68 773.314 2302.52 363.059 1939.46 423.363 internal_count=28971 13426 8227 15545 1868 13677 5199 is_linear=0 shrinkage=0.0124704 Tree=179 num_leaves=7 num_cat=0 split_feature=25 3 24 18 28 37 split_gain=43.8876 40.5573 38.368 26.5556 32.9494 16.5959 threshold=1.0000000180025095e-35 0.71715000000000007 361.86000000000007 5.5000000000000009 18.155000000000005 1.0000000180025095e-35 decision_type=10 10 10 10 8 10 left_child=3 5 -3 4 -1 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.00080713221656174142 -0.0014988478644140215 -0.0033581994733235228 0.0021768419922447548 -0.0002893898693224597 0.0052865259400195303 -0.0056690683439834261 leaf_weight=415.53693883121014 668.57203303650022 234.4457762632519 1001.448015909642 379.45710595697165 639.68537904322147 185.75754841044545 leaf_count=2881 6353 2891 7789 2206 4416 2599 internal_value=0.000824746 -0.000325407 0.00111238 0.00250032 0.00351756 -0.00240963 internal_weight=3524.9 2090.22 1235.89 1434.68 1055.22 854.33 internal_count=29135 19632 10680 9503 7297 8952 is_linear=0 shrinkage=0.0124704 Tree=180 num_leaves=8 num_cat=0 split_feature=0 9 10 17 36 1 29 split_gain=48.2099 32.7555 21.552 21.3301 19.6077 17.0174 11.2029 threshold=7300.0000000000009 1113.3350000000003 8.5000000000000018 0.78995000000000015 0.99995000000000012 180500.00000000003 38.025000000000013 decision_type=10 8 10 10 10 10 10 left_child=1 5 4 -3 -2 -1 -4 right_child=2 3 6 -5 -6 -7 -8 leaf_value=0.0013347559528655184 -0.011108624904086086 0.00070414746738021571 -0.0051324732657469863 0.0037146476441206867 -0.0029973908600612865 -0.0015290787109800636 6.3883986928544922e-05 leaf_weight=679.53033637627959 64.893585592508316 557.87365009263158 70.114146988838911 1041.4245290756226 134.23968195170164 602.36479462683201 380.82579382508993 leaf_count=5774 922 4471 776 7752 1200 5372 2906 internal_value=0.000781224 0.00147297 -0.00226869 0.00266148 -0.00564724 -5.95905e-06 -0.000779277 internal_weight=3531.27 2881.19 650.073 1599.3 199.133 1281.9 450.94 internal_count=29173 23369 5804 12223 2122 11146 3682 is_linear=0 shrinkage=0.0124704 Tree=181 num_leaves=7 num_cat=0 split_feature=37 16 16 9 29 3 split_gain=55.2801 38.8243 47.116 34.0718 20.2888 22.3872 threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 809.5200000000001 46.815000000000005 0.71715000000000007 decision_type=10 10 10 8 8 8 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-7.5191289859146158e-05 -0.0062191749838534111 -0.0019375244313866958 0.0045529299139781274 0.0035317090581117507 -0.0043066116732443345 0.0013504940191770936 leaf_weight=611.69152035564184 196.74819175153971 889.65867170318961 209.24344302713871 1171.4837231487036 206.34535944461823 217.16505696251988 leaf_count=4711 3105 8473 1386 6922 2273 2132 internal_value=0.000427117 0.00115363 -0.000681553 0.00228845 -0.00293018 -0.00141125 internal_weight=3502.34 2882.08 1098.9 1783.18 620.259 423.51 internal_count=29002 21492 9859 11633 7510 4405 is_linear=0 shrinkage=0.0124704 Tree=182 num_leaves=7 num_cat=0 split_feature=3 39 23 37 30 27 split_gain=41.115 30.7623 21.5345 17.5038 12.7267 14.2089 threshold=0.61555000000000015 1.0000000180025095e-35 1.6175000000000002 1.0000000180025095e-35 0.16755000000000003 151.50000000000003 decision_type=10 10 8 10 10 10 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.00059632400609681757 0.0026233629765697536 0.00043972490964501687 -0.0009321495048919148 -0.0051381232094477054 0.0010653150788705679 -0.0038947312678452102 leaf_weight=424.61214286461473 1806.6608357019722 201.94664134457707 301.83049232885242 144.91970030032098 241.52714880555868 381.30553286336362 leaf_count=3540 13434 1613 2599 1987 1826 4012 internal_value=0.000659636 0.00154121 0.00210808 -0.00186089 -0.00140107 -0.00215796 internal_weight=3502.8 2455.36 2108.49 346.866 1047.44 805.918 internal_count=29011 19633 16033 3600 9378 7552 is_linear=0 shrinkage=0.0124704 Tree=183 num_leaves=8 num_cat=0 split_feature=25 22 24 15 18 24 24 split_gain=60.1035 43.7621 29.6434 25.255 21.6296 17.5577 16.3098 threshold=1.0000000180025095e-35 1.0000000180025095e-35 361.86000000000007 3.5000000000000004 5.5000000000000009 5571.8150000000014 1374.2600000000004 decision_type=10 10 10 8 10 10 10 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=-0.00098208891167430798 -0.0033343592362412178 -0.0039767399398458374 0.0015312033503560038 0.0059569983194790168 0.0008635118494687349 0.001052118364992352 0.0026588281756493443 leaf_weight=302.67286221310496 225.66051081195474 586.60590131208301 1162.3214053288102 470.92678656429052 170.30747417360544 127.02396418899298 486.21037484705448 leaf_count=2536 2382 7973 7927 3069 982 1429 2850 internal_value=0.000781407 -0.000557658 0.000726668 0.00274884 0.00458025 -0.00305894 0.00126308 internal_weight=3531.73 2101.61 1387.98 1430.12 641.234 713.63 788.883 internal_count=29148 19711 10309 9437 4051 9402 5386 is_linear=0 shrinkage=0.0124704 Tree=184 num_leaves=7 num_cat=0 split_feature=25 29 27 36 29 29 split_gain=66.8257 34.0396 27.0864 13.005 12.7402 14.3042 threshold=1.0000000180025095e-35 32.760000000000012 850.50000000000011 0.99995000000000012 14.645000000000001 188.08000000000001 decision_type=8 10 10 10 10 10 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.00069187923730143334 -0.0071837974800478674 -0.00081477088038443444 0.0026413266638999752 -0.0022982907743634698 0.0040532801032372306 0.00100436716644459 leaf_weight=126.93189261481166 127.46363009884953 1227.5379466023296 486.91504190117121 238.38579585030675 978.29642654955387 310.08869884163141 leaf_count=931 2101 10924 3972 2557 6438 1923 internal_value=0.000854074 -0.000565025 0.000167422 -0.00399153 0.00293944 0.00331495 internal_weight=3495.62 2080.3 1714.45 365.849 1415.32 1288.39 internal_count=28846 19554 14896 4658 9292 8361 is_linear=0 shrinkage=0.0124704 Tree=185 num_leaves=7 num_cat=0 split_feature=3 0 28 1 5 38 split_gain=41.4741 25.2451 33.4891 21.8533 17.213 11.9889 threshold=0.61555000000000015 3505.0000000000005 33.335000000000008 78500.000000000015 95.955000000000013 5503.9750000000013 decision_type=10 10 8 10 8 10 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.00044369997195519648 0.0098948236482232915 -0.0031064567352576326 0.0013374928859633498 0.002247485852045782 -0.0045783850462910707 0.0019223121684126584 leaf_weight=656.49168347194791 54.029268763959408 358.70194585807621 937.66785333305597 1128.707915013656 335.8103512916714 44.603695247322321 leaf_count=5344 375 3510 7101 8826 3518 402 internal_value=0.000428086 0.00130325 0.000103948 0.00261788 -0.00165824 -0.00375821 internal_weight=3516.01 2479.11 1296.37 1182.74 1036.91 380.414 internal_count=29076 19812 10611 9201 9264 3920 is_linear=0 shrinkage=0.0124704 Tree=186 num_leaves=8 num_cat=0 split_feature=22 1 22 23 28 23 4 split_gain=50.4751 25.3528 26.109 18.0566 17.9993 23.6397 14.5882 threshold=1.0000000180025095e-35 115500.00000000001 10.500000000000002 1.0000500000000001 28.205000000000002 1.5089500000000002 18.252050000000004 decision_type=10 10 10 8 10 10 8 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0020912647422398002 0.0042777327934642485 -0.0033497561416119355 0.0090645032052595366 -0.00077391941669024511 0.0030121488388573422 -0.00070023509912898758 0.0022326081027674665 leaf_weight=290.32622539252043 152.80169338360429 673.17387977987528 22.268045656383038 353.39281061664224 1501.2186009995639 314.21772649511695 197.15472806990147 leaf_count=2388 1374 8033 158 3914 9451 2247 1394 internal_value=0.000710043 -0.00135487 -0.00290065 0.000748913 0.00178983 0.00236147 -0.000314652 internal_weight=3504.55 1201.64 695.442 506.195 2302.92 1815.44 487.481 internal_count=28959 13479 8191 5288 15480 11698 3782 is_linear=0 shrinkage=0.0124704 Tree=187 num_leaves=8 num_cat=0 split_feature=25 24 19 23 24 26 26 split_gain=41.3266 26.3143 25.2662 36.1354 19.6762 15.0123 9.5412 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000500000000001 13337.885000000002 21.768800000000002 0.59005000000000007 decision_type=10 10 8 10 10 8 10 left_child=2 5 6 -4 -3 -2 -1 right_child=1 4 3 -5 -6 -7 -8 leaf_value=-0.00027481970777592748 -0.0068832860765053573 -0.00016764683751632626 0.01045164440283719 0.0029070222560836335 0.0050431221586501587 -0.00011130497161269098 0.0025246370933216908 leaf_weight=449.04777442663908 137.42063803039491 1772.2068836931139 111.36911366507411 558.69770684465766 113.71205113828182 75.201097279787064 312.82452591508627 leaf_count=2982 2140 15945 647 3810 767 893 1996 internal_value=0.000799354 -0.000312561 0.0024288 0.00418818 0.000153095 -0.00441381 0.000883784 internal_weight=3530.48 2098.54 1431.94 670.067 1885.92 212.622 761.872 internal_count=29180 19745 9435 4457 16712 3033 4978 is_linear=0 shrinkage=0.0124704 Tree=188 num_leaves=8 num_cat=0 split_feature=21 21 0 32 14 0 28 split_gain=59.8953 24.6745 22.9896 15.9896 15.7275 15.3584 15.2492 threshold=1.0000000180025095e-35 5.5000000000000009 4410.0000000000009 0.45105000000000006 101.28500000000001 3650.0000000000005 76.545000000000016 decision_type=10 10 10 10 10 10 10 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=0.0034397581738811515 -0.0007738678860483687 0.00011051493061314864 -0.0038893103598810529 -0.00057925913701195304 0.00094134559190882849 -0.0037126142762225959 0.0074926666004885853 leaf_weight=1135.4766687899828 553.38356478884816 110.76791025325656 112.00507827475667 168.54384182393551 825.42299230024219 546.85027931258082 62.071578413248062 leaf_count=7656 5735 930 1113 1091 5842 6196 429 internal_value=0.000611336 -0.00154204 0.00183671 0.00290613 0.000352669 -0.00223529 0.00275843 internal_weight=3514.52 1273.07 2241.45 1304.02 937.428 1100.23 172.839 internal_count=28992 13290 15702 8747 6955 11931 1359 is_linear=0 shrinkage=0.0124704 Tree=189 num_leaves=8 num_cat=0 split_feature=22 0 3 17 20 20 0 split_gain=53.1212 35.98 28.9652 38.9371 20.0247 16.6129 13.9918 threshold=1.0000000180025095e-35 1847.5000000000002 0.71715000000000007 0.67815000000000014 18420.810000000001 3600.1050000000005 1.0000000180025095e-35 decision_type=10 10 8 10 10 10 10 left_child=2 5 6 -4 -3 -2 -1 right_child=1 4 3 -5 -6 -7 -8 leaf_value=0.0056743669863735906 0.0094905523365512376 -0.0029532492617894801 -0.00096896756191992145 0.0042269418245685173 0.0014036966809963345 0.00094604793118077224 -8.3020280727385919e-05 leaf_weight=62.360664591193199 57.988816041499376 871.96723568625748 277.77036655321717 1010.4388017654419 196.03136474266648 75.179812971502542 964.47894378378987 leaf_count=430 590 10235 2033 6018 1922 739 7026 internal_value=0.000745286 -0.00137553 0.00184805 0.00309097 -0.00214346 0.00460893 0.000291266 internal_weight=3516.22 1201.17 2315.05 1288.21 1068 133.169 1026.84 internal_count=28993 13486 15507 8051 12157 1329 7456 is_linear=0 shrinkage=0.0124704 Tree=190 num_leaves=7 num_cat=0 split_feature=0 10 28 28 27 0 split_gain=28.1988 27.2952 16.1901 15.8972 15.3887 10.8884 threshold=7300.0000000000009 8.5000000000000018 28.205000000000002 42.255000000000003 422.50000000000006 2040.0000000000002 decision_type=10 10 8 10 8 10 left_child=2 -2 5 -3 -4 -1 right_child=1 3 4 -5 -6 -7 leaf_value=0.001793587013909093 -0.0056485876112562167 -0.0038745630638744094 0.00025536332108393644 0.0012719391975830122 0.0023687330174529952 -0.0016991675287754853 leaf_weight=185.69085675105453 203.63425324298441 123.73298561386764 924.53483509644866 317.93422098830342 1261.2568656951189 490.86887218430638 leaf_count=1518 2164 1184 7210 2402 9862 4620 internal_value=0.000421937 -0.00191919 0.000952696 -0.000196254 0.00147455 -0.000721777 internal_weight=3507.65 645.301 2862.35 441.667 2185.79 676.56 internal_count=28960 5750 23210 3586 17072 6138 is_linear=0 shrinkage=0.0124704 Tree=191 num_leaves=5 num_cat=0 split_feature=33 11 39 10 split_gain=47.0936 29.526 18.4919 15.9172 threshold=0.093850000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 decision_type=10 10 10 8 left_child=3 -2 -3 -1 right_child=1 2 -4 -5 leaf_value=-0.0042587853851895393 0.0091933118978817889 0.001517513032873616 -0.0016846016566415729 0.0010088310770094843 leaf_weight=342.01223762147129 65.863666120916605 2696.0108258239925 304.81987695023417 114.74228684976697 leaf_count=4499 414 20213 2693 1157 internal_value=0.000814271 0.00137056 0.00118859 -0.00289151 internal_weight=3523.45 3066.69 3000.83 456.755 internal_count=28976 23320 22906 5656 is_linear=0 shrinkage=0.0124704 Tree=192 num_leaves=8 num_cat=0 split_feature=16 16 8 15 8 29 29 split_gain=34.6726 47.3934 26.0851 22.132 19.0983 18.7883 9.74978 threshold=1.0000000180025095e-35 5.5000000000000009 237.50000000000003 3.5000000000000004 237.50000000000003 90.490000000000023 72.02500000000002 decision_type=10 10 8 10 10 10 10 left_child=2 4 3 -1 -2 -4 -3 right_child=1 6 5 -5 -6 -7 -8 leaf_value=-0.00061067069651882613 -0.0031964411614349253 0.00085066794801425764 0.0057997253052985065 0.002226590429015862 0.00025687240690031444 0.0004650804414244991 0.0060366986386689589 leaf_weight=775.89757671393454 710.27775734290481 81.036105286329985 337.87795655801892 931.25267110019922 375.11137845180929 137.43808250501752 150.61385336518288 leaf_count=6267 7693 683 2094 6598 3895 680 919 internal_value=0.0006922 -0.000900509 0.00165522 0.000937082 -0.00199607 0.00421991 0.00414965 internal_weight=3499.51 1317.04 2182.47 1707.15 1085.39 475.316 231.65 internal_count=28829 13190 15639 12865 11588 2774 1602 is_linear=0 shrinkage=0.0124704 Tree=193 num_leaves=7 num_cat=0 split_feature=22 1 16 16 28 1 split_gain=37.6008 31.0504 28.8605 29.8306 22.2945 13.9013 threshold=1.0000000180025095e-35 115500.00000000001 4.5000000000000009 1.0000000180025095e-35 58.07500000000001 84500.000000000015 decision_type=8 8 10 10 10 10 left_child=2 5 3 -1 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=0.0018987709117031586 0.0052921896333074552 -0.005217147674412081 0.007822842363288382 -0.0019350069702619148 -0.00077767175620273982 0.00016819206413965892 leaf_weight=1834.0766899697483 97.885896071791649 329.08040068671107 100.48822296410799 371.90284971892834 369.68250993639231 401.16692404076457 leaf_count=12053 917 4366 564 2869 3862 4283 internal_value=0.000615059 -0.0011713 0.00154491 0.00124721 -0.00286746 0.00118462 internal_weight=3504.28 1197.82 2306.47 2205.98 698.763 499.053 internal_count=28914 13428 15486 14922 8228 5200 is_linear=0 shrinkage=0.0124704 Tree=194 num_leaves=8 num_cat=0 split_feature=25 8 7 16 16 16 28 split_gain=38.4695 23.7623 22.2205 17.3817 17.2642 16.9952 16.7955 threshold=1.0000000180025095e-35 237.50000000000003 3.5000000000000004 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 37.745000000000012 decision_type=8 10 8 10 10 10 8 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=0.0021379769810227745 -0.00078708500036982589 0.0036015204900528685 -0.0051103330815247061 0.002890701373137195 -0.0022051155327913715 -0.00067740306254074779 0.011191694686792084 leaf_weight=1153.8862102180719 1326.0192798227072 302.25526428036392 208.98983703553677 83.616141837090254 153.1545677036047 263.41667920909822 54.727708790451288 leaf_count=7454 12048 1940 2586 510 1260 3080 264 internal_value=0.000498654 -0.000576273 -0.00138224 0.00206096 0.00161805 0.0015933 0.0061458 internal_weight=3546.07 2100.68 1535.01 1445.38 1307.04 565.672 138.344 internal_count=29142 19654 14634 9488 8714 5020 774 is_linear=0 shrinkage=0.0124704 Tree=195 num_leaves=7 num_cat=0 split_feature=33 1 12 18 15 0 split_gain=28.206 20.8573 19.346 16.3989 15.6348 10.2441 threshold=0.27705000000000007 84500.000000000015 34.845000000000006 5.5000000000000009 3.5000000000000004 3505.0000000000005 decision_type=10 10 8 10 10 8 left_child=1 5 -2 -4 -3 -1 right_child=2 4 3 -5 -6 -7 leaf_value=0.0092924875297064908 -0.0070194977656395366 -0.0027667073749335336 0.002012706633154426 -0.00040451251694258579 0.000419844461841137 0.00033157800434138041 leaf_weight=40.032304778695107 34.674577087163925 625.8968533333391 1857.822510574013 560.30047072470188 378.72328536584973 27.440660305321217 leaf_count=329 302 7147 13914 3662 3416 266 internal_value=0.000577591 -0.00110323 0.00131441 0.00144956 -0.00156043 0.00533209 internal_weight=3524.89 1072.09 2452.8 2418.12 1004.62 67.473 internal_count=29036 11158 17878 17576 10563 595 is_linear=0 shrinkage=0.0124704 Tree=196 num_leaves=7 num_cat=0 split_feature=37 27 13 10 20 5 split_gain=32.3997 23.1873 17.8853 15.025 11.5529 9.93973 threshold=1.0000000180025095e-35 603.50000000000011 49.705000000000005 10.500000000000002 21419.955000000005 92.995000000000019 decision_type=10 8 10 10 10 10 left_child=1 2 -1 5 -5 -2 right_child=3 -3 -4 4 -6 -7 leaf_value=-0.0025206774658678103 0.00086169202149320343 0.0025831105126098053 0.00083297376634327409 -0.0005567578809367469 0.0071572133672071188 -0.0044261908774601184 leaf_weight=288.39363633841276 61.810890343040228 1099.8815296404064 1491.225738696754 218.8059020601213 29.046769920736551 315.16207522712648 leaf_count=2776 714 7840 10712 2298 246 4298 internal_value=0.000605525 0.00116388 0.000285259 -0.00195303 0.000389149 -0.00352492 internal_weight=3504.33 2879.5 1779.62 624.826 247.853 376.973 internal_count=28884 21328 13488 7556 2544 5012 is_linear=0 shrinkage=0.0124704 Tree=197 num_leaves=6 num_cat=0 split_feature=16 16 18 29 3 split_gain=36.2306 60.133 22.6398 16.1733 12.0292 threshold=7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 27.545000000000005 0.81025000000000014 decision_type=8 10 10 8 8 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.0015194109659199242 0.0042152865959484897 -0.0045105658146108998 -0.00087580353953615434 0.0017607792186274283 0.011415368618019181 leaf_weight=257.0157276391983 117.40314846485853 401.71768196113408 771.62844171002507 1938.3150006681681 41.805178161710501 leaf_count=2647 714 4961 7443 13079 224 internal_value=0.00042836 0.000152983 -0.00211888 0.00136944 0.00611712 internal_weight=3527.89 3368.68 1173.35 2195.33 159.208 internal_count=29068 28130 12404 15726 938 is_linear=0 shrinkage=0.0124704 Tree=198 num_leaves=7 num_cat=0 split_feature=39 24 0 30 33 0 split_gain=39.9625 26.6249 20.7556 16.4956 15.2621 11.3787 threshold=1.0000000180025095e-35 8049.2300000000005 4410.0000000000009 0.034950000000000009 0.43935000000000007 7300.0000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 -1 5 -3 -2 right_child=3 4 -4 -5 -6 -7 leaf_value=0.0011754342774243929 -0.0044114561502493132 -0.0008423903506970268 -0.0011058493383353533 -0.0010322831824606379 0.0045973068518648996 -0.01165400601023708 leaf_weight=1620.9680229872465 157.106948973611 90.635118141770363 994.26938428543508 234.11012084595859 383.02430110797286 38.931383412331343 leaf_count=13016 1912 627 8558 2079 2202 572 internal_value=0.00030385 0.000799828 0.0003073 -0.00322746 0.00350032 -0.00588789 internal_weight=3519.05 3088.9 2615.24 430.148 473.659 196.038 internal_count=28966 24403 21574 4563 2829 2484 is_linear=0 shrinkage=0.0124704 Tree=199 num_leaves=7 num_cat=0 split_feature=15 29 27 20 27 7 split_gain=31.3259 32.2445 20.8907 20.4626 19.1188 15.9824 threshold=3.5000000000000004 46.815000000000005 850.50000000000011 5776.6000000000013 489.50000000000006 1.0000000180025095e-35 decision_type=8 8 8 8 10 10 left_child=1 5 -2 -4 -3 -1 right_child=2 4 3 -5 -6 -7 leaf_value=-7.9406636115190001e-05 0.0015802406774937912 -0.0012676906773002932 0.00055556510857966766 0.0095938319396683194 0.001684492592977473 -0.0045564161337985128 leaf_weight=190.83862344920635 1380.2757862955332 518.53914451599121 53.305321265012026 100.8460734821856 960.78843134269118 338.05092429928482 leaf_count=1654 10480 4179 456 604 7216 4479 internal_value=0.000726534 -0.000295924 0.0020651 0.00632122 0.000644148 -0.0029244 internal_weight=3542.64 2008.22 1534.43 154.151 1479.33 528.89 internal_count=29068 17528 11540 1060 11395 6133 is_linear=0 shrinkage=0.0124704 Tree=200 num_leaves=5 num_cat=0 split_feature=16 16 2 33 split_gain=29.1038 33.5073 23.2236 22.8387 threshold=14.500000000000002 1.0000000180025095e-35 4000.3750000000005 0.47005000000000002 decision_type=8 10 10 10 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.00010655306522169222 0.0084712752719177473 -0.0031225762038972517 0.0027678864631277252 0.00019732105018143047 leaf_weight=1402.3904215786606 59.324983313679695 641.70914704352617 792.1769392285496 634.00343051552773 leaf_count=10644 297 7539 5073 5557 internal_value=0.000284145 0.000135068 0.00106825 -0.00146721 internal_weight=3529.6 3470.28 2194.57 1275.71 internal_count=29110 28813 15717 13096 is_linear=0 shrinkage=0.0124704 Tree=201 num_leaves=7 num_cat=0 split_feature=0 21 9 16 16 16 split_gain=49.4475 39.4407 35.451 28.6733 16.4002 21.8901 threshold=7300.0000000000009 1.0000000180025095e-35 809.5200000000001 12.500000000000002 5.5000000000000009 1.0000000180025095e-35 decision_type=10 10 8 10 10 10 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.00026753800962796249 -0.0014356891413970115 -0.001009661658105667 0.0038453558763732196 0.0079040438944421865 0.0056399395904476526 -0.0066058140058181149 leaf_weight=691.44383906200528 432.42127182893455 1018.513713395223 1117.2586958482862 53.56389220431447 30.031176179647446 174.03950380906463 leaf_count=5552 3408 10666 6709 276 204 2085 internal_value=0.000658143 0.00135281 0.00247493 -0.000533973 -0.00246908 -0.00293378 internal_weight=3517.27 2880.78 1808.7 1072.08 636.492 606.461 internal_count=28900 23203 12261 10942 5697 5493 is_linear=0 shrinkage=0.0124704 Tree=202 num_leaves=7 num_cat=0 split_feature=37 16 21 21 8 0 split_gain=46.6441 30.778 31.9057 29.8397 21.2581 15.6946 threshold=1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 533.50000000000011 3650.0000000000005 decision_type=10 8 10 10 8 10 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.0020930494774709539 -0.0014467106266824151 0.010877594504498243 -0.00064620322518154705 -0.0029542695908186234 0.0070215347847208918 -0.0093995757445845315 leaf_weight=1864.4863840714097 340.22954625077546 43.457932367920876 1013.2005274705589 121.90084294602275 47.242622185498476 109.45284403301775 leaf_count=11811 3504 207 9490 1802 365 1854 internal_value=0.000626753 0.00128532 0.00112709 -0.0024646 -0.000371192 -0.0059882 internal_weight=3539.97 2921.14 2877.69 618.826 387.472 231.354 internal_count=29033 21508 21301 7525 3869 3656 is_linear=0 shrinkage=0.0124704 Tree=203 num_leaves=7 num_cat=0 split_feature=25 22 8 16 24 16 split_gain=57.6013 43.649 22.7294 15.6029 14.6621 12.6091 threshold=1.0000000180025095e-35 1.0000000180025095e-35 36.500000000000007 6.5000000000000009 10134.945000000002 1.0000000180025095e-35 decision_type=10 10 10 8 10 10 left_child=3 2 -2 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=0.0025872409081579978 -0.0019299953858907231 -0.0041681794181246427 0.0013854069663498999 0.0060187096118785198 0.0021308656796235957 1.2770768242674581e-05 leaf_weight=867.76464089006186 494.76145458593965 643.55057865194976 884.61596411839128 138.04144701361656 58.287345502525568 435.87624312564731 leaf_count=5112 4179 8798 6034 772 619 3531 internal_value=0.000231605 -0.00109273 0.000189375 0.00214326 -0.00361557 0.00172377 internal_weight=3522.9 2081.22 1379.38 1441.68 701.838 1303.64 internal_count=29045 19630 10213 9415 9417 8643 is_linear=0 shrinkage=0.0124704 Tree=204 num_leaves=6 num_cat=0 split_feature=33 12 27 5 23 split_gain=29.6256 19.351 18.1987 13.7558 10.5806 threshold=1.0000000180025095e-35 34.845000000000006 603.50000000000011 93.925000000000026 2.9551500000000002 decision_type=10 10 10 8 8 left_child=3 -2 -3 -1 -5 right_child=1 2 -4 4 -6 leaf_value=0.0021156564428186685 -0.00640885504239142 0.00037529229500175902 0.0022690328996804849 -0.0079986277005194076 -0.0016497968118187086 leaf_weight=43.351359436288476 46.315293673425913 1982.6836070418358 1304.0327131785452 99.249302132055163 65.508666453883052 leaf_count=539 452 15517 10136 1571 861 internal_value=0.00072832 0.00101366 0.00112769 -0.00375876 -0.00545913 internal_weight=3541.14 3333.03 3286.72 208.109 164.758 internal_count=29076 26105 25653 2971 2432 is_linear=0 shrinkage=0.0124704 Tree=205 num_leaves=6 num_cat=0 split_feature=29 32 36 36 16 split_gain=32.1009 24.6561 22.6897 24.2518 20.1544 threshold=32.760000000000012 0.34985000000000005 0.047650000000000005 0.99995000000000012 12.500000000000002 decision_type=10 10 8 10 10 left_child=2 4 -1 -4 -2 right_child=1 -3 3 -5 -6 leaf_value=0.0087569904626578314 0.0015773130863084193 -0.0009662970503834669 -0.0073639498338699668 -0.0011566102858661389 0.009327598229002752 leaf_weight=22.76861646771431 2308.7694783769548 663.35044317692518 127.76765941642225 370.67276009730995 46.017853684723377 leaf_count=283 18028 4928 2125 3522 215 internal_value=0.00064961 0.00114306 -0.00218781 -0.00276703 0.00174119 internal_weight=3539.35 3018.14 521.209 498.44 2354.79 internal_count=29101 23171 5930 5647 18243 is_linear=0 shrinkage=0.0124704 Tree=206 num_leaves=7 num_cat=0 split_feature=37 7 24 10 7 24 split_gain=45.7542 25.072 21.6956 15.9936 21.3555 13.177 threshold=1.0000000180025095e-35 8.5000000000000018 5571.8150000000014 11.500000000000002 4.5000000000000009 10134.945000000002 decision_type=10 8 10 10 10 10 left_child=1 2 -1 5 -5 -2 right_child=3 -3 -4 4 -6 -7 leaf_value=0.00038561358155665113 -0.0044171093115928746 0.007261086429544341 0.0029732036385191761 0.0034217102662204226 -0.0065564791191215213 0.0024219746257131539 leaf_weight=2179.7134781740606 413.46615886129439 94.737072695046663 647.93210672959685 119.88673635944724 39.381108213216066 44.07985121384263 leaf_count=17014 5585 665 3819 1127 444 391 internal_value=0.000542255 0.00119341 0.000981633 -0.00252544 0.00080282 -0.00372136 internal_weight=3539.2 2922.38 2827.65 616.814 159.268 457.546 internal_count=29045 21498 20833 7547 1571 5976 is_linear=0 shrinkage=0.0124704 Tree=207 num_leaves=6 num_cat=0 split_feature=39 24 24 19 1 split_gain=31.1288 27.3623 18.6282 15.6392 11.8298 threshold=1.0000000180025095e-35 8049.2300000000005 1.0000000180025095e-35 2.5000000000000004 187500.00000000003 decision_type=8 10 10 8 10 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.0030233511109949355 -0.0005870134782978519 0.0037637509695582377 0.0008435334426987901 -0.0015335376590320871 -0.008025129299444959 leaf_weight=203.24702480621636 256.34937389008701 478.01787297800183 2431.9541339445859 69.97289215773344 104.15106013230979 leaf_count=2475 2441 2800 19229 784 1341 internal_value=0.000603949 0.0010386 0.000540723 -0.00251236 -0.00537613 internal_weight=3543.69 3113.22 2635.2 430.473 174.124 internal_count=29070 24504 21704 4566 2125 is_linear=0 shrinkage=0.0124704 Tree=208 num_leaves=8 num_cat=0 split_feature=25 22 8 5 29 13 8 split_gain=48.7528 35.0136 38.2938 14.6962 18.3519 12.928 9.63813 threshold=237.68000000000004 1.0000000180025095e-35 36.500000000000007 96.715000000000018 121.52500000000002 143.65000000000001 12.500000000000002 decision_type=10 10 10 10 10 10 10 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.0043506204078862642 -0.0026793721277908315 -0.0087092793706600048 0.0018372467934314669 0.0012582837023470787 0.00087211490975299766 -0.0035819987118075932 -0.0029429328242008713 leaf_weight=586.93205906823277 444.18707412853837 45.058853698894382 815.96853117272258 592.83986379206181 384.89528921619058 92.250113692134619 569.34966138191521 leaf_count=4033 3794 635 5483 4510 2298 627 7608 internal_value=0.000427463 -0.000946816 0.000236638 0.00198299 0.00296848 0.000591507 -0.00337781 internal_weight=3531.48 1874.56 1260.16 1656.92 971.827 685.09 614.409 internal_count=28988 17520 9277 11468 6331 5137 8243 is_linear=0 shrinkage=0.0124704 Tree=209 num_leaves=6 num_cat=0 split_feature=10 16 22 16 9 split_gain=37.2845 24.703 27.7953 16.1191 16.5906 threshold=10.500000000000002 11.500000000000002 1.0000000180025095e-35 6.5000000000000009 3716.6900000000005 decision_type=10 10 8 10 10 left_child=1 2 -1 4 -2 right_child=3 -3 -4 -5 -6 leaf_value=0.00012317383414744927 0.00079913230836544064 0.0074435068742761748 -0.0030540920405922006 0.0066413940488530094 0.0039950094935247609 leaf_weight=1110.0867133140564 1296.7442271653563 47.724079087376595 686.98100358620286 89.968874827027321 306.58321580290794 leaf_count=7789 10159 249 8338 515 1981 internal_value=0.000370881 -0.00085256 -0.00109149 0.00170465 0.00141725 internal_weight=3538.09 1844.79 1797.07 1693.3 1603.33 internal_count=29031 16376 16127 12655 12140 is_linear=0 shrinkage=0.0124704 Tree=210 num_leaves=6 num_cat=0 split_feature=3 35 28 13 15 split_gain=47.2487 27.204 18.9075 16.154 10.3868 threshold=0.61555000000000015 1.0000000180025095e-35 33.335000000000008 65.565000000000012 10.500000000000002 decision_type=8 10 10 10 10 left_child=3 2 -2 4 -1 right_child=1 -3 -4 -5 -6 leaf_value=-0.0058624029610456121 5.0368371667662795e-05 -0.0011845028159361806 0.0027504206201474858 -0.00073662978041084016 -0.0015364651913740638 leaf_weight=200.24166937731206 555.96560141257942 523.60709232650697 1426.2455845046788 687.91233839839697 146.8999465405941 leaf_count=2507 4935 4753 10098 5357 1378 internal_value=0.000397659 0.00132267 0.00199087 -0.00183528 -0.0040163 internal_weight=3540.87 2505.82 1982.21 1035.05 347.142 internal_count=29028 19786 15033 9242 3885 is_linear=0 shrinkage=0.0124704 Tree=211 num_leaves=8 num_cat=0 split_feature=22 1 0 32 16 0 29 split_gain=44.252 32.5026 19.5434 21.5513 19.2069 15.5388 9.65603 threshold=1.0000000180025095e-35 180500.00000000003 5950.0000000000009 0.27435000000000004 11.500000000000002 8020.0000000000009 32.760000000000012 decision_type=10 10 10 8 10 10 10 left_child=2 4 3 -1 -2 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=0.0031972145907200374 -0.00049575838068695831 -0.0031731345287037654 -0.0035002246728702375 3.7269349647813617e-06 0.0072499293574879546 -0.0093034574211883162 0.00039666503819023693 leaf_weight=1105.300388533622 729.22943710722029 339.01343533210456 107.24806160107255 455.65881181135774 47.80918251350522 75.217060746625066 681.2774272300303 leaf_count=7187 8003 4096 1127 2820 254 1050 4482 internal_value=0.000458852 -0.0014924 0.0014505 0.00225809 -9.29262e-07 -0.00430113 -0.000137534 internal_weight=3540.75 1191.27 2349.48 1560.96 777.039 414.23 788.525 internal_count=29019 13403 15616 10007 8257 5146 5609 is_linear=0 shrinkage=0.0124704 Tree=212 num_leaves=8 num_cat=0 split_feature=25 3 13 19 19 13 33 split_gain=28.7407 43.5677 26.9349 20.8375 61.3613 14.9369 11.6847 threshold=237.68000000000004 0.75035000000000007 14.470000000000002 1.0000000180025095e-35 1.5000000000000002 143.65000000000001 0.27705000000000007 decision_type=10 10 8 8 8 10 10 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.00092025265155627355 -0.0051761155011518997 -0.0058648966501797586 0.0014767578503589616 0.013562400740283453 0.0017791449843453351 -0.0030083278599697593 -0.0020088402509133526 leaf_weight=793.52448910474777 251.89578273892403 77.849716063588858 921.55760153569281 68.76229015365243 606.52777275815606 177.20153926312923 621.24397473782301 leaf_count=5898 3341 1099 7342 392 4076 1100 5732 internal_value=0.000160717 -0.000893374 0.000875824 0.00136073 0.00303526 0.000195297 -0.0029235 internal_weight=3518.56 1872.55 999.407 1646.02 675.29 970.726 873.14 internal_count=28980 17514 8441 11466 4468 6998 9073 is_linear=0 shrinkage=0.0124704 Tree=213 num_leaves=7 num_cat=0 split_feature=21 0 28 0 13 38 split_gain=40.6991 26.3065 18.6043 18.6936 15.7547 12.8615 threshold=1.0000000180025095e-35 5950.0000000000009 80.415000000000006 4410.0000000000009 28.525000000000002 6500.0900000000011 decision_type=10 10 8 10 8 10 left_child=1 5 3 -2 -3 -1 right_child=2 4 -4 -5 -6 -7 leaf_value=0.0021508462270408099 -0.0011218474654965641 -0.0054907269652391963 0.00063609258622310564 -0.0050701321144572195 0.00015177473070306235 0.0077733240237387235 leaf_weight=1442.1267439797521 534.18632433190942 78.518205890432 456.63535785675049 281.68352208659053 700.43661790899932 57.852030448615551 leaf_count=9594 5872 1000 3890 3509 4843 400 internal_value=0.00042142 0.00141786 -0.00135937 -0.00248869 -0.00042819 0.00238235 internal_weight=3551.44 2278.93 1272.51 815.87 778.955 1499.98 internal_count=29108 15837 13271 9381 5843 9994 is_linear=0 shrinkage=0.0124704 Tree=214 num_leaves=8 num_cat=0 split_feature=3 33 30 37 15 33 15 split_gain=44.2774 28.92 42.031 28.088 21.0353 16.7521 14.9715 threshold=0.71715000000000007 0.27705000000000007 0.22105000000000002 1.0000000180025095e-35 3.5000000000000004 0.27705000000000007 7.0000000000000009 decision_type=10 10 10 8 10 10 10 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0031321935928208073 -0.0014157856853144863 0.0037822677920881227 -0.0023885899088940152 -0.0079082722582514177 -0.001269117483731213 0.00033395917231181883 0.0028991921149909973 leaf_weight=265.26761106401682 523.07507472299039 1045.7254669964314 195.96871853247285 147.45292773470283 142.33908649906516 1051.0644349530339 157.5782306753099 leaf_count=2767 5348 6846 1342 2182 1472 7745 1249 internal_value=0.000382577 0.00165753 0.00278894 -0.00114165 -0.00462047 -0.000370851 -0.000392642 internal_weight=3528.47 1922.35 1241.69 1606.12 289.792 1316.33 680.653 internal_count=28951 14785 8188 14166 3654 10512 6597 is_linear=0 shrinkage=0.0124704 Tree=215 num_leaves=7 num_cat=0 split_feature=16 16 17 38 33 21 split_gain=30.4499 56.4995 26.9113 19.8962 15.3117 13.4559 threshold=5.5000000000000009 1.0000000180025095e-35 0.89605000000000012 4819.3150000000014 0.57405000000000006 3.5000000000000004 decision_type=8 10 10 10 10 10 left_child=1 3 5 -1 -3 -2 right_child=2 4 -4 -5 -6 -7 leaf_value=0.0010848777189108364 0.0060968340463800376 -0.0032450231105731154 0.012438148786288412 0.005733172485140655 -0.00021801382732531974 -0.00024343821254650555 leaf_weight=2057.6326441634446 88.883607514202595 665.50214880518615 49.191942568868399 146.06033881008625 421.46941501274705 102.32797496393323 leaf_count=14503 577 7951 325 1154 3750 718 internal_value=0.000567497 0.000253948 0.00479059 0.0014 -0.00206481 0.00274959 internal_weight=3531.07 3290.66 240.404 2203.69 1086.97 191.212 internal_count=28978 27358 1620 15657 11701 1295 is_linear=0 shrinkage=0.0124704 Tree=216 num_leaves=6 num_cat=0 split_feature=16 16 0 24 7 split_gain=29.6263 32.238 25.95 22.5556 17.9936 threshold=7.5000000000000009 1.0000000180025095e-35 6050.0000000000009 726.03500000000008 1.0000000180025095e-35 decision_type=10 8 8 10 10 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.0011247061631472714 0.00086544599206049577 -0.00063427080042413435 -0.0051225110192391083 0.0017090649231485332 0.0089551787634608495 leaf_weight=586.63752010092139 65.015333712100983 925.64234488271177 250.26076202467084 1630.6094519533217 92.452408719807863 leaf_count=5565 404 9519 2920 10225 510 internal_value=0.000316555 7.05365e-05 -0.00159323 0.000954696 0.00548942 internal_weight=3550.62 3393.15 1175.9 2217.25 157.468 internal_count=29143 28229 12439 15790 914 is_linear=0 shrinkage=0.0124704 Tree=217 num_leaves=8 num_cat=0 split_feature=3 24 0 24 15 33 22 split_gain=41.0145 30.5249 26.4836 17.8735 16.5889 11.8101 11.784 threshold=0.78075000000000017 4788.1250000000009 4050.0000000000005 1.0000000180025095e-35 3.5000000000000004 0.43935000000000007 5.5000000000000009 decision_type=10 10 10 10 10 10 8 left_child=2 3 6 -2 -4 -3 -1 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.00054894498971313685 -0.0029047753483667275 0.0026170800076673901 -0.0037605738322384441 0.001836030249461783 -0.00054513635351077186 0.0072363773170692506 0.0058378581572998247 leaf_weight=1053.6372208986431 134.51834154129028 132.67567434534431 430.95259059406817 952.30570590309799 578.8834034409374 216.588683526963 62.978869926184416 leaf_count=8769 1809 897 4408 6980 4633 1118 518 internal_value=0.000641129 0.0022655 -0.000455945 0.00123904 -0.0019168 0.00544322 0.000860663 internal_weight=3562.54 1436.09 2126.45 1086.82 1009.84 349.264 1116.62 internal_count=29132 10804 18328 8789 9041 2015 9287 is_linear=0 shrinkage=0.0124704 Tree=218 num_leaves=8 num_cat=0 split_feature=33 3 32 10 39 23 0 split_gain=30.6208 38.0511 35.486 20.7935 15.9354 13.6947 10.4698 threshold=0.27705000000000007 0.61555000000000015 0.34985000000000005 6.5000000000000009 1.0000000180025095e-35 2.0826000000000007 4050.0000000000005 decision_type=10 8 10 8 10 10 10 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.002012499782411417 -0.00037359295478493602 0.0034184902963052609 -0.00084121045731424735 0.00063693681504347027 -0.0040904537886751156 -0.0060294641244133165 -0.0069068869733892339 leaf_weight=154.5096033308655 737.78984728083014 1298.0731552578509 387.24669425934553 661.47880931943655 126.88052270375192 65.952135544270277 116.8369042724371 leaf_count=1856 5756 8843 2682 6025 1586 665 1668 internal_value=0.000611917 0.00136705 0.00243062 -0.00115652 -0.000137646 -0.000851971 -0.00410927 internal_weight=3548.77 2489.06 1685.32 1059.71 788.359 803.742 271.347 internal_count=29081 17946 11525 11135 7611 6421 3524 is_linear=0 shrinkage=0.0124704 Tree=219 num_leaves=5 num_cat=0 split_feature=39 9 15 13 split_gain=30.1771 31.3983 16.9964 10.0412 threshold=1.0000000180025095e-35 11022.160000000002 3.5000000000000004 14.470000000000002 decision_type=8 10 10 8 left_child=1 2 -1 -2 right_child=3 -3 -4 -5 leaf_value=-0.00071959917851016218 -0.0089253997442175614 0.0046358840996814704 0.0012017961984680898 -0.0023507037889340995 leaf_weight=1470.2966901175678 34.468868276104331 266.01003959402442 1381.0357427038252 398.82319898344576 leaf_count=12695 627 1605 10279 3976 internal_value=0.000164438 0.000593204 0.000210898 -0.00289357 internal_weight=3550.63 3117.34 2851.33 433.292 internal_count=29182 24579 22974 4603 is_linear=0 shrinkage=0.0124704 Tree=220 num_leaves=8 num_cat=0 split_feature=0 22 16 14 11 22 5 split_gain=37.847 26.2836 19.6477 19.4851 18.4902 15.1605 10.3388 threshold=7300.0000000000009 1.0000000180025095e-35 5.5000000000000009 563.56000000000006 83.385000000000005 1.0000000180025095e-35 83.545000000000016 decision_type=10 10 10 10 10 10 8 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.0055840109597237947 -0.0010735984429443763 -0.00096337348906491141 0.0040046524844137505 0.00043052765164142522 0.001766225227971864 -0.0042083292135862782 -0.0087282868923225041 leaf_weight=215.14255537092686 35.284007899463177 878.74828808940947 138.50967343896627 358.59713994711637 1692.2587280534208 149.19645150750875 87.173725966364145 leaf_count=1548 309 10062 1036 2428 10770 1834 1110 internal_value=0.000744241 0.00134128 -0.000269561 -0.00201088 0.00220376 -0.00094889 -0.00637872 internal_weight=3554.91 2924.66 1017.26 630.251 1907.4 507.794 122.458 internal_count=29097 23416 11098 5681 12318 4262 1419 is_linear=0 shrinkage=0.0124704 Tree=221 num_leaves=8 num_cat=0 split_feature=22 1 9 1 11 0 7 split_gain=44.0399 26.474 24.7119 25.6719 19.8492 15.1562 11.9254 threshold=1.0000000180025095e-35 180500.00000000003 1866.5150000000001 180500.00000000003 86.810000000000016 7300.0000000000009 1.5000000000000002 decision_type=10 10 8 10 10 10 10 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.0023147092406378784 0.0011825980218287896 -0.0027168929709349174 0.0074098506558226244 -0.00099775167979863064 0.0023444422188219063 -0.0083562121885050033 -0.0019592619598450406 leaf_weight=651.59063412249088 461.43690731562674 331.22516923397779 132.92610616236925 803.07682606577873 753.10255033895373 91.39390648715198 308.74710989370942 leaf_count=4455 4562 3995 683 6274 4049 1293 3640 internal_value=0.000493329 -0.00145033 0.00148609 0.000488562 0.00312163 -0.0039483 -8.10178e-05 internal_weight=3533.5 1192.8 2340.7 1454.67 886.029 422.619 770.184 internal_count=28951 13490 15461 10729 4732 5288 8202 is_linear=0 shrinkage=0.0124704 Tree=222 num_leaves=8 num_cat=0 split_feature=37 25 24 15 24 33 22 split_gain=44.1907 29.9447 30.4673 18.5079 15.1419 14.9861 10.6148 threshold=1.0000000180025095e-35 25.320000000000004 4788.1250000000009 7.0000000000000009 13337.885000000002 1.7152500000000004 1.0000000180025095e-35 decision_type=8 10 10 10 10 8 10 left_child=1 5 -3 4 -2 -1 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.0030785757853159378 -0.0044341165180266408 -0.00084565238565493064 0.0032231810006122393 0.0027771308196409953 0.0041391135962679342 -0.0010836783299828451 -0.0041372897465732344 leaf_weight=1143.2308571562171 417.63672760128975 1271.357769370079 361.76867503672838 126.94032840058208 29.946501582860947 142.15168552845716 40.547050837427378 leaf_count=6931 5646 11137 2490 1052 253 814 596 internal_value=0.000540736 0.0011807 6.20618e-05 -0.00247864 -0.00381219 0.00260088 0.000983777 internal_weight=3533.58 2918.51 1633.13 615.071 447.583 1285.38 167.487 internal_count=28919 21372 13627 7547 5899 7745 1648 is_linear=0 shrinkage=0.0124704 Tree=223 num_leaves=7 num_cat=0 split_feature=21 17 3 21 3 24 split_gain=38.7495 24.1758 31.2747 21.3134 16.3911 12.4531 threshold=1.0000000180025095e-35 0.67815000000000014 0.63895000000000013 6.5000000000000009 0.81025000000000014 10134.945000000002 decision_type=10 10 10 10 10 10 left_child=1 -1 -3 5 -5 -2 right_child=3 2 -4 4 -6 -7 leaf_value=-0.0014953941454965139 -0.0024241470580807292 -0.00033769792419448112 0.0030443925871716853 0.0006615902099540138 0.0095206034881968882 0.0016794706201073348 leaf_weight=384.01271238178015 1009.027298361063 632.18343506380916 1250.3443949688226 104.66914559155703 37.623914238065481 123.78484892845154 leaf_count=3016 11272 4751 7899 751 244 1040 internal_value=0.00034436 0.00132166 0.00190404 -0.00138916 0.0030629 -0.00196511 internal_weight=3541.65 2266.54 1882.53 1275.11 142.293 1132.81 internal_count=28973 15666 12650 13307 995 12312 is_linear=0 shrinkage=0.0124704 Tree=224 num_leaves=7 num_cat=0 split_feature=37 32 21 12 19 21 split_gain=36.6609 23.83 21.5784 20.3762 17.7429 16.1518 threshold=1.0000000180025095e-35 0.34985000000000005 1.0000000180025095e-35 34.845000000000006 8.5000000000000018 1.5000000000000002 decision_type=10 8 10 10 10 8 left_child=1 3 4 -1 -2 -3 right_child=2 5 -4 -5 -6 -7 leaf_value=-0.0060071052522417939 0.00057649273832037918 -0.0024147968189680057 -0.005475963523338916 0.0015998043018378033 -0.0060473676132438954 0.0024215423379158473 leaf_weight=48.199605755507946 315.85363737680018 473.24226083979011 230.75901394896209 2270.4825969338417 72.210059858858585 129.69881703704596 leaf_count=514 2885 3166 3718 16683 1004 1097 internal_value=0.000269017 0.000852911 -0.00247179 0.00142737 -0.000694213 -0.00133913 internal_weight=3540.45 2921.62 618.823 2318.68 388.064 602.941 internal_count=29067 21460 7607 17197 3889 4263 is_linear=0 shrinkage=0.0124704 Tree=225 num_leaves=8 num_cat=0 split_feature=37 23 23 21 10 7 23 split_gain=22.9579 19.0631 29.8091 19.6782 19.0589 21.6067 9.50416 threshold=1.0000000180025095e-35 1.0000500000000001 0.99995000000000012 1.0000000180025095e-35 10.500000000000002 3.5000000000000004 0.99995000000000012 decision_type=10 8 8 10 10 10 10 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.00089809892692022868 -4.9792283682195214e-05 0.001113255388339575 0.0057398599645799124 -0.0014452630622975035 0.0036981364083570824 -0.0036249804119288355 -0.0046694051169887526 leaf_weight=647.90062358230352 85.96708419919014 1279.1936470717192 274.26169953495264 726.7441597878933 155.54443697631359 96.6876773647964 283.21650515496731 leaf_count=3902 1031 8582 1661 7298 1485 1138 3970 internal_value=0.000404929 0.000866893 0.00234525 0.000185304 -0.00175874 0.000841562 -0.00356467 internal_weight=3549.52 2928.1 922.162 2005.94 621.416 252.232 369.184 internal_count=29067 21443 5563 15880 7624 2623 5001 is_linear=0 shrinkage=0.0124704 Tree=226 num_leaves=7 num_cat=0 split_feature=25 13 39 20 15 15 split_gain=47.0886 23.5472 21.973 23.4531 19.3641 12.4932 threshold=1.0000000180025095e-35 143.65000000000001 1.0000000180025095e-35 13799.970000000003 7.0000000000000009 3.5000000000000004 decision_type=8 8 8 10 10 10 left_child=1 4 3 -2 -1 -4 right_child=2 -3 5 -5 -6 -7 leaf_value=0.0018612470287760121 -0.0008724340259328474 -0.00089697235097209449 -0.0056272519090014139 0.002597853768961338 0.0051806271218446153 0.00014708195026051906 leaf_weight=764.8127068951726 1457.4999191761017 285.85346728563309 193.96580996736884 375.26005458272994 416.93710654973984 76.895121680572629 leaf_count=5096 13597 1790 2521 2807 2565 771 internal_value=0.000546891 0.0022574 -0.00064649 -0.000157835 0.00303573 -0.00392626 internal_weight=3571.22 1467.6 2103.62 1832.76 1181.75 270.861 internal_count=29147 9451 19696 16404 7661 3292 is_linear=0 shrinkage=0.0124704 Tree=227 num_leaves=7 num_cat=0 split_feature=37 28 21 21 9 29 split_gain=32.4847 17.1751 21.4455 16.1316 19.5213 15.5405 threshold=1.0000000180025095e-35 76.545000000000016 1.0000000180025095e-35 1.0000000180025095e-35 3121.2400000000002 188.08000000000001 decision_type=10 10 10 10 10 10 left_child=1 2 -1 4 -2 -3 right_child=3 5 -4 -5 -6 -7 leaf_value=0.0012154887386936291 -0.0019484959412627049 0.0026432319105106571 -0.0016756752202235128 -0.0047980060236570187 0.0050839270315219762 -0.0012999656009831868 leaf_weight=1064.2232683487236 316.68719386681914 1055.4746958315372 628.3556051813066 228.41198044642806 69.874120380729437 172.28999149799347 leaf_count=7234 3361 6767 6403 3698 514 992 internal_value=0.000406171 0.000954595 0.000141195 -0.00218289 -0.000646424 0.00207458 internal_weight=3535.32 2920.34 1692.58 614.973 386.561 1227.76 internal_count=28969 21396 13637 7573 3875 7759 is_linear=0 shrinkage=0.0124704 Tree=228 num_leaves=7 num_cat=0 split_feature=9 37 7 18 17 37 split_gain=36.6794 30.5433 20.4849 17.9849 11.5744 12.5889 threshold=3121.2400000000002 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 0.7561500000000001 1.5000000000000002 decision_type=8 10 10 10 10 10 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.001606875549488623 -2.0048065861571085e-05 -0.001384877519206854 -0.0066965935342069268 0.00083083382684637447 0.0035619713095160674 -0.001969072311907454 leaf_weight=694.18013587594032 250.6828877069056 280.42447092942894 183.93481390550733 1421.8405652008951 652.18038267269731 62.16968159750104 leaf_count=6089 1985 3283 2579 10214 4235 716 internal_value=0.000168951 -0.000605144 -0.00348139 2.76852e-05 0.00223587 0.0030476 internal_weight=3545.41 2580.38 464.359 2116.02 965.033 714.35 internal_count=29101 22165 5862 16303 6936 4951 is_linear=0 shrinkage=0.0124704 Tree=229 num_leaves=6 num_cat=0 split_feature=22 9 11 28 22 split_gain=31.2647 21.2844 22.9266 14.3246 13.1511 threshold=1.0000000180025095e-35 1371.4650000000001 86.810000000000016 93.305000000000021 11.500000000000002 decision_type=10 8 10 8 10 left_child=1 3 -3 -1 -2 right_child=4 2 -4 -5 -6 leaf_value=-0.00079433417522771109 -0.0015895720949393316 0.0064171641387942195 0.0016161459666117896 0.0022206963819421171 0.0051868505462274676 leaf_weight=906.63643065467477 1148.5562427546829 174.97743262723088 945.45157437771559 327.12645660340786 40.980424407869577 leaf_count=7329 13199 945 5307 1993 272 internal_value=0.000306637 0.00113848 0.00237907 1.18289e-05 -0.00133554 internal_weight=3543.73 2354.19 1120.43 1233.76 1189.54 internal_count=29045 15574 6252 9322 13471 is_linear=0 shrinkage=0.0124704 Tree=230 num_leaves=7 num_cat=0 split_feature=16 16 39 13 30 15 split_gain=40.7666 51.191 22.5264 15.246 14.3882 11.4303 threshold=1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 28.525000000000002 0.22105000000000002 1.5000000000000002 decision_type=10 10 10 10 8 10 left_child=2 5 4 -4 -1 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0022749851916950524 0.0016746728503685166 0.003732920849263494 -0.0075741732712728722 -0.00054337072816100225 -0.00066880565543695684 -0.0029745390726258446 leaf_weight=1640.6237310711294 83.748628206551075 237.57347143255174 53.712734866887331 235.39266414754093 296.57882020995021 988.58528340607882 leaf_count=11119 901 1601 762 1901 1948 10705 internal_value=0.00030631 -0.00143383 0.0013322 -0.00186536 0.00181794 -0.00259689 internal_weight=3536.22 1309.91 2226.31 289.105 1937.2 1072.33 internal_count=28937 13207 15730 2663 13067 11606 is_linear=0 shrinkage=0.0124704 Tree=231 num_leaves=7 num_cat=0 split_feature=3 15 32 18 15 13 split_gain=31.1379 34.1018 29.8721 32.5309 14.9986 13.898 threshold=0.71715000000000007 3.5000000000000004 0.39555000000000007 1.0000000180025095e-35 3.5000000000000004 118.98 decision_type=8 10 8 8 8 10 left_child=1 5 3 -2 -4 -1 right_child=2 -3 4 -5 -6 -7 leaf_value=-0.0040432341891703293 -0.00056141839977097636 0.00050156468161662352 -0.0039932993848676244 0.0031832889709292596 0.0023138871871573245 0.00045961191603904834 leaf_weight=535.58343905583024 520.31052228808403 960.87092120945454 214.2794321719557 1127.3362482264638 71.812510278075933 126.23180552944541 leaf_count=5894 4715 7585 1721 7912 474 836 internal_value=0.00028083 -0.000989513 0.00134821 0.00199522 -0.0023184 -0.00315991 internal_weight=3556.42 1622.69 1933.74 1647.65 286.092 661.815 internal_count=29137 14315 14822 12627 2195 6730 is_linear=0 shrinkage=0.0124704 Tree=232 num_leaves=6 num_cat=0 split_feature=13 21 38 28 7 split_gain=16.2243 14.6295 20.59 14.8043 9.72194 threshold=34.935000000000009 1.0000000180025095e-35 4819.3150000000014 131.09000000000003 1.0000000180025095e-35 decision_type=10 10 10 8 8 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=0.0019875403757925957 0.0012053031549797782 -0.00082789669867770841 0.0068221156866596138 0.0034205620973048459 -0.0025824760166592046 leaf_weight=84.990229696035385 1901.3126951940358 979.01546722091734 98.459838584065437 140.47865029424429 359.52032314985991 leaf_count=803 12147 9968 680 991 4547 internal_value=0.000537557 0.0008553 0.00149356 -0.000280562 -0.00167229 internal_weight=3563.78 3119.27 1999.77 1119.49 444.511 internal_count=29136 23786 12827 10959 5350 is_linear=0 shrinkage=0.0124704 Tree=233 num_leaves=6 num_cat=0 split_feature=3 10 37 16 3 split_gain=39.9221 32.3003 27.4123 16.0613 11.8642 threshold=0.78075000000000017 6.5000000000000009 1.5000000000000002 6.5000000000000009 0.93775000000000008 decision_type=8 10 10 10 8 left_child=1 -1 4 -3 -2 right_child=2 3 -4 -5 -6 leaf_value=-0.0041848334297457726 0.002936203148360001 -0.00027337140459633626 -0.0033987471942147057 0.0044481195309030051 -0.0012997384648516699 leaf_weight=328.52110671624541 1214.5764069966972 1654.5922030191869 122.63288012892008 113.00477015227079 103.53863059729338 leaf_count=3668 8522 13749 1491 683 797 internal_value=0.000467121 -0.000628776 0.00206153 3.47658e-05 0.00258968 internal_weight=3536.87 2096.12 1440.75 1767.6 1318.12 internal_count=28910 18100 10810 14432 9319 is_linear=0 shrinkage=0.0124704 Tree=234 num_leaves=7 num_cat=0 split_feature=25 33 38 1 1 7 split_gain=39.4471 21.7932 16.8626 12.7481 14.1922 12.4892 threshold=1.0000000180025095e-35 0.27705000000000007 9182.5650000000005 177500.00000000003 175500.00000000003 3.5000000000000004 decision_type=10 10 10 10 8 10 left_child=3 2 -2 4 -1 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=0.002597138851068233 -0.002810813606664454 0.00082251617761855574 0.0074026953539246508 0.00071297130020490723 0.0085815975309682518 -0.0021328974040051053 leaf_weight=761.12728430703282 667.92629668861628 1128.5128442384303 20.910070814192295 642.00750064477324 58.360970925539732 269.27832748368382 leaf_count=4853 7812 8859 240 4217 340 2634 internal_value=0.000453313 -0.0006446 -0.00245382 0.00202092 0.00305052 0.00024517 internal_weight=3548.12 2086.63 688.836 1461.5 819.488 1397.79 internal_count=28955 19545 8052 9410 5193 11493 is_linear=0 shrinkage=0.0124704 Tree=235 num_leaves=7 num_cat=0 split_feature=22 1 1 17 1 29 split_gain=28.6246 32.1401 17.7051 15.4277 14.0319 9.38075 threshold=1.0000000180025095e-35 180500.00000000003 84500.000000000015 0.77045000000000008 199500.00000000003 27.545000000000005 decision_type=8 8 10 10 10 10 left_child=3 2 -2 -1 -5 -3 right_child=1 5 -4 4 -6 -7 leaf_value=-0.00058703846709967883 0.0047506857202911385 -0.0081365012487398993 -0.00065696459131289785 0.0027165665759678066 0.00043198893665600765 -0.0033364520306200141 leaf_weight=695.26693535968661 103.59855967760086 74.501188836991787 679.79058372043073 858.86286301538348 803.04403150081635 335.94323421083391 leaf_count=4825 958 1299 7382 5163 5555 3871 internal_value=0.000163849 -0.00140407 6.57695e-05 0.00095998 0.00161226 -0.00421727 internal_weight=3551.01 1193.83 783.389 2357.17 1661.91 410.444 internal_count=29053 13510 8340 15543 10718 5170 is_linear=0 shrinkage=0.0124704 Tree=236 num_leaves=8 num_cat=0 split_feature=39 28 11 37 7 11 33 split_gain=34.7358 19.4748 17.9199 15.8856 11.4478 13.5842 12.8879 threshold=1.0000000180025095e-35 76.545000000000016 97.205000000000013 1.0000000180025095e-35 3.5000000000000004 98.225000000000009 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 10 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0031002705324439674 -0.0024166843435210555 0.0034893242867621937 -0.0045255428508724936 -0.0085762916702815592 -0.0024356334950401686 0.0030253250458531231 0.0012185164359503678 leaf_weight=104.20119204930961 141.68031598255038 100.2060499638319 65.524245820939541 115.00794725678861 307.8933064751327 84.820965617895126 2634.0188152268529 leaf_count=1423 1318 754 579 1908 2795 790 19471 internal_value=0.00030838 -0.00301949 0.000224912 -0.00517479 0.000761366 -0.00120856 0.00104746 internal_weight=3553.35 422.419 165.73 256.688 3130.93 392.714 2738.22 internal_count=29038 4559 1333 3226 24479 3585 20894 is_linear=0 shrinkage=0.0124704 Tree=237 num_leaves=6 num_cat=0 split_feature=39 38 8 22 22 split_gain=35.5458 32.8526 22.3776 18.4836 17.0611 threshold=1.0000000180025095e-35 4819.3150000000014 237.50000000000003 1.0000000180025095e-35 1.5000000000000002 decision_type=8 10 10 10 10 left_child=2 -2 3 -1 -4 right_child=1 -3 4 -5 -6 leaf_value=0.00090433162197327852 -0.0045116226897121154 0.0046331673355951373 0.0037019698778013592 -0.00152436174932813 -0.00062664926449066034 leaf_weight=1688.288329731673 360.79933007992804 67.675293073058128 579.15645641833544 676.3960394859314 177.65385928191245 leaf_count=11469 3962 633 3602 7577 1755 internal_value=0.000342622 -0.00299686 0.000805028 0.000208067 0.00266298 internal_weight=3549.97 428.475 3121.49 2364.68 756.81 internal_count=28998 4595 24403 19046 5357 is_linear=0 shrinkage=0.0124704 Tree=238 num_leaves=8 num_cat=0 split_feature=25 22 9 22 0 4 4 split_gain=32.406 31.9967 25.2699 16.25 12.2156 14.0572 10.2978 threshold=1.0000000180025095e-35 1.5000000000000002 200.86500000000004 5.5000000000000009 7300.0000000000009 12.818950000000003 42.158350000000006 decision_type=10 10 8 10 10 8 10 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.00072084997884762402 -0.0051636215411039093 -0.0052570018309154682 0.00046083910589247876 0.0022493710198158274 -0.0029385026631358773 0.0034325101563716137 0.0019282731995313724 leaf_weight=503.75654423609376 127.60333686880767 289.90346226468682 1625.5404914636165 48.376868912950158 137.89847419038415 706.75730139017105 116.87291257828474 leaf_count=3455 1435 4208 13443 566 1025 4246 715 internal_value=0.000359536 -0.000634476 3.94618e-05 -0.00411553 0.00177852 0.00230265 -0.000652608 internal_weight=3556.71 2091.42 1753.14 338.28 1465.29 1210.51 254.771 internal_count=29093 19652 14878 4774 9441 7701 1740 is_linear=0 shrinkage=0.0124704 Tree=239 num_leaves=7 num_cat=0 split_feature=22 25 24 25 24 18 split_gain=56.6794 16.9211 16.2883 35.5584 13.5384 10.7876 threshold=1.0000000180025095e-35 1.0000000180025095e-35 952.59500000000014 1095.2300000000002 5571.8150000000014 5.5000000000000009 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -3 -4 right_child=1 4 5 -5 -6 -7 leaf_value=0.0017115565794078634 -0.00017513376088274771 -0.0040114666285361242 0.0026685966967951477 -0.0041873761978391526 0.00046090794136059514 0.00031334725918259315 leaf_weight=494.7337181456387 495.61583321914077 563.64805864170194 1246.5517290942371 225.53380831703544 124.10609401576221 391.44500911980867 leaf_count=3670 4078 7992 7458 2310 1410 2043 internal_value=0.000298351 -0.00192132 0.00141471 -0.00013491 -0.00318882 0.00210177 internal_weight=3541.63 1183.37 2358.26 720.268 687.754 1638 internal_count=28961 13480 15481 5980 9402 9501 is_linear=0 shrinkage=0.0124704 Tree=240 num_leaves=7 num_cat=0 split_feature=15 9 27 38 24 20 split_gain=33.709 25.3307 23.1153 16.6704 12.3604 11.8631 threshold=3.5000000000000004 720.0100000000001 1036.5000000000002 15956.635000000002 8049.2300000000005 5776.6000000000013 decision_type=8 10 8 10 10 8 left_child=1 -1 4 -3 -2 -4 right_child=2 3 5 -5 -6 -7 leaf_value=-0.003466516077332546 0.00090378948904552706 -0.00017634985019036176 0.0017857039216097547 0.0076385057558479193 0.0046437753299845052 0.0092332513011498547 leaf_weight=400.3335847966373 1280.9477525968105 1550.1264227535576 43.091139046475291 36.540991455316544 146.62229857221246 88.956117108464241 leaf_count=4321 9872 12815 353 279 841 495 internal_value=0.000389776 -0.000684739 0.00175925 1.82445e-05 0.00129905 0.00661571 internal_weight=3546.62 1987 1559.62 1586.67 1427.57 132.047 internal_count=28976 17415 11561 13094 10713 848 is_linear=0 shrinkage=0.0124704 Tree=241 num_leaves=6 num_cat=0 split_feature=37 32 3 28 32 split_gain=23.2439 24.7893 26.5168 17.1312 11.3172 threshold=1.0000000180025095e-35 0.34985000000000005 0.61555000000000015 58.07500000000001 0.39555000000000007 decision_type=10 8 10 8 10 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.00086640456950627274 -0.004437749968699882 -0.0015517843653978598 0.0020728160306759413 -0.00113234841918797 0.0049230419908972188 leaf_weight=653.17100802063942 255.35827088542283 609.08574886620045 1703.1022330597043 301.46848242916167 51.134801007807255 leaf_count=5407 3914 4289 11925 3135 501 internal_value=0.000218999 0.000674424 0.00125417 -0.00198853 -0.000223881 internal_weight=3573.32 2965.36 2356.27 607.962 352.603 internal_count=29171 21621 17332 7550 3636 is_linear=0 shrinkage=0.0124704 Tree=242 num_leaves=7 num_cat=0 split_feature=27 15 15 15 14 32 split_gain=19.3756 16.8024 23.8927 14.8901 19.4868 12.5596 threshold=603.50000000000011 3.5000000000000004 1.5000000000000002 3.5000000000000004 183.70000000000002 0.39555000000000007 decision_type=8 10 10 8 8 10 left_child=1 2 -1 5 -5 -2 right_child=3 -3 -4 4 -6 -7 leaf_value=0.005263605691079685 0.0015700186754890281 0.00072106680325580738 -0.0021292645711481623 -0.0022258648637279821 0.0057109667487561929 -0.00210262125260488 leaf_weight=67.689619390293956 980.87243581004441 1260.8719117958099 802.50740956701338 51.545564662665129 236.31999757140875 162.36387903988361 leaf_count=534 8304 9473 7398 492 1584 1290 internal_value=0.000557616 -0.000194051 -0.00152341 0.00167726 0.00418623 0.0010406 internal_weight=3562.17 2131.07 870.197 1431.1 287.866 1143.24 internal_count=29075 17405 7932 11670 2076 9594 is_linear=0 shrinkage=0.0124704 Tree=243 num_leaves=6 num_cat=0 split_feature=24 0 0 18 7 split_gain=24.518 21.0939 20.4918 24.0525 10.3425 threshold=952.59500000000014 7300.0000000000009 4050.0000000000005 5.5000000000000009 1.5000000000000002 decision_type=10 8 10 10 10 left_child=1 4 3 -2 -1 right_child=2 -3 -4 -5 -6 leaf_value=7.7007860918210287e-05 0.00304737192744337 -0.0061039306595736913 -0.00027595635053448886 -0.00093403535131400767 -0.0025924659193647497 leaf_weight=745.79435819759965 915.12834734842181 121.01790732145309 1149.9546545613557 307.66599281877279 315.7632392514497 leaf_count=6519 6423 1585 8852 1868 3840 internal_value=0.000182041 -0.00127976 0.000912552 0.00203393 -0.000719992 internal_weight=3555.32 1182.58 2372.75 1222.79 1061.56 internal_count=29087 11944 17143 8291 10359 is_linear=0 shrinkage=0.0124704 Tree=244 num_leaves=7 num_cat=0 split_feature=3 16 33 5 33 29 split_gain=36.8645 19.9651 17.8256 16.6245 10.9637 9.26945 threshold=0.61555000000000015 10.500000000000002 1.0000000180025095e-35 96.715000000000018 0.57405000000000006 86.135000000000005 decision_type=8 8 10 10 10 8 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0020806240879295335 -0.0033852300854712073 0.0074667272183588321 0.001194852972768891 -0.0063794667134974108 -0.001749330718222322 0.0007046639045520793 leaf_weight=349.77177090570331 132.61491726897657 67.785759676247835 2319.1952415034175 155.68666091747582 155.43649496883154 379.25698221102357 leaf_count=3417 2017 343 17382 2060 1286 2553 internal_value=0.000310525 0.00112525 0.000940386 -0.00165709 -0.00405282 -0.000634076 internal_weight=3559.75 2519.6 2451.81 1040.15 311.123 729.029 internal_count=29058 19742 19399 9316 3346 5970 is_linear=0 shrinkage=0.0124704 Tree=245 num_leaves=6 num_cat=0 split_feature=13 9 24 15 12 split_gain=22.4101 18.3722 15.1363 13.6731 10.9466 threshold=7.3850000000000007 4632.0750000000016 4788.1250000000009 3.5000000000000004 91.825000000000017 decision_type=8 8 8 10 10 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.0098726677703757353 -0.0008384488007534219 0.00025917186735124767 0.0038969898125729594 0.00090604205058106247 -0.00044896944703785445 leaf_weight=47.26628359593451 1375.1311133597046 312.00307050347328 395.47052513808012 1405.8693524431437 27.831986900418997 leaf_count=825 12563 2488 2347 10602 328 internal_value=0.000353975 0.000499828 0.00228514 4.32689e-05 -0.00608586 internal_weight=3563.57 3488.47 707.474 2781 75.0983 internal_count=29153 28000 4835 23165 1153 is_linear=0 shrinkage=0.0124704 Tree=246 num_leaves=6 num_cat=0 split_feature=22 16 16 16 22 split_gain=31.7455 35.3968 29.5543 17.2679 16.6804 threshold=1.5000000000000002 4.5000000000000009 11.500000000000002 1.0000000180025095e-35 10.500000000000002 decision_type=10 8 10 10 10 left_child=1 3 4 -1 -2 right_child=2 -3 -4 -5 -6 leaf_value=0.0013061601991412532 -0.0032895988729332048 0.0067322094302926204 0.00698386335061499 -0.00095195215982584911 0.0062689966138967717 leaf_weight=2108.7577321324497 544.40563487075269 154.89837501943111 46.804111804813147 692.44607806764543 24.846862569451332 leaf_count=14337 6605 951 242 6764 196 internal_value=0.000530718 0.00106724 -0.00202858 0.000746141 -0.00282696 internal_weight=3572.16 2956.1 616.057 2801.2 569.252 internal_count=29095 22052 7043 21101 6801 is_linear=0 shrinkage=0.0124704 Tree=247 num_leaves=8 num_cat=0 split_feature=22 1 17 12 16 23 29 split_gain=26.3892 26.268 24.3388 24.9608 22.1575 17.7706 10.6451 threshold=1.0000000180025095e-35 180500.00000000003 0.7561500000000001 91.035000000000011 4.5000000000000009 1.0597500000000004 27.545000000000005 decision_type=10 10 10 10 10 8 8 left_child=2 5 3 -1 -4 -2 -3 right_child=1 6 4 -5 -6 -7 -8 leaf_value=-0.0069815964383147097 0.0023179849736535427 -0.0081445517793449634 0.0014191286216070308 -0.00012834680795803158 0.0079629969306715277 -0.0015116615199380714 -0.0029392754373535096 leaf_weight=89.442397743463516 311.84400818310678 70.711953980848193 1677.9529824890196 535.15623009204865 75.645209174603224 458.27398522756994 338.82667300291359 leaf_count=829 3103 1268 10808 3596 382 5122 3945 internal_value=0.000208504 -0.00131112 0.000964282 -0.00113202 0.00171685 3.5015e-05 -0.00385105 internal_weight=3557.85 1179.66 2378.2 624.599 1753.6 770.118 409.539 internal_count=29053 13438 15615 4425 11190 8225 5213 is_linear=0 shrinkage=0.0124704 Tree=248 num_leaves=7 num_cat=0 split_feature=22 0 16 16 16 22 split_gain=31.3791 26.9546 25.6242 26.4402 15.203 13.1243 threshold=1.0000000180025095e-35 3650.0000000000005 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 decision_type=10 10 8 10 10 10 left_child=2 5 3 -1 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=0.0015693598865918145 0.002572570254602584 -0.0038979767077837978 0.0069174662461655842 -0.0020372973950966789 0.0023608929610269814 -0.0010838990676931041 leaf_weight=1896.4117773808539 278.39983970299363 505.44759230874479 110.12137392535806 369.86884519830346 63.289043847471476 323.89871904999018 leaf_count=12157 2929 6481 579 2820 495 3496 internal_value=0.000438642 -0.00122625 0.00126115 0.000975714 -0.00316964 0.000597279 internal_weight=3547.44 1171.04 2376.4 2266.28 568.737 602.299 internal_count=28957 13401 15556 14977 6976 6425 is_linear=0 shrinkage=0.0124704 Tree=249 num_leaves=6 num_cat=0 split_feature=39 28 21 21 9 split_gain=26.7772 33.8986 18.9901 21.0655 16.8358 threshold=1.0000000180025095e-35 54.095000000000006 1.0000000180025095e-35 17.500000000000004 809.5200000000001 decision_type=10 10 10 10 8 left_child=2 -2 4 -4 -1 right_child=1 -3 3 -5 -6 leaf_value=-0.00015358290710278393 -0.0069522918782159507 0.00015351788094021733 -0.00092129324676711369 0.0096667658417153822 0.0022028973543924911 leaf_weight=726.08434853330255 169.56127200834453 252.37057397142053 1098.4381751045585 24.099361039698124 1300.2138539683074 leaf_count=5683 2323 2259 11133 122 7678 internal_value=0.000239289 -0.00268536 0.000634755 -0.000660556 0.00135498 internal_weight=3570.77 421.932 3148.84 1122.54 2026.3 internal_count=29198 4582 24616 11255 13361 is_linear=0 shrinkage=0.0124704 end of trees feature_importances: t_ps_od_days_max=135 cre_l90_used_limit_amt_min=113 f_ps_od_days_max=104 available_limit_amt=85 apprv_num_m1=82 min_apply_amt=75 ps_int_amt_sum=70 cre_l60_used_limit_rate_min=70 s_ps_od_days_max=68 loan_os_prcp_credit_amount_m6=67 shd_pre_repay_amt_rate=66 loan_os_prcp_credit_amount_m3=57 min_tnr=44 end_loan_to_rep_loan_freq=43 loan_os_prcp_credit_amount_m12=42 cre_now_l30_used_amt_d_max=42 shd_pre_repay_cnt=41 suc_apprv_num_m6=36 avg_tnr=36 grade_limit_amount=35 cre_now_p1m_used_rate_m=35 setl_rem_prcp_paym_m3_num=33 cre_now_l60_usedrate_m_max=27 cre_now_l60_limit_left_d_max=26 cre_now_l30_limit_left_d_min=25 repay_amount_m6_all_shd_amt_pc=20 max_loan_os_prcp_m12=20 useratemore70monthsubcurmonth=19 repay_amount_all_shd_amt_pc=17 cre_now_l60_used_amt_m_max=15 useratemore50maxcontimonsm12=14 cre_l30_l90_used_amt_m_min=14 orig_prcp_avg_m12=13 useratemore70_m6_num=12 ps_int_amt_avg=10 loan_os_prcp_gt0_m12_num_pc=10 cre_now_l90_limit_left_d_min=8 last_clear_num_m1=2 useratemore90maxcontimonsm12=1 useratemore90_m3_num=1 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 250] [learning_rate: 0.0124704] [num_leaves: 8] [num_threads: 4] [seed: 1010] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 3] [min_data_in_leaf: 242] [min_sum_hessian_in_leaf: 0.0326468] [bagging_fraction: 0.762262] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 1] [bagging_seed: 17402] [bagging_by_query: 0] [feature_fraction: 0.309552] [feature_fraction_bynode: 1] [feature_fraction_seed: 25296] [extra_trees: 0] [extra_seed: 12866] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0.159714] [lambda_l2: 0.293116] [linear_lambda: 0] [min_gain_to_split: 9.22564] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 8883] [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: 27.7583] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 31] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 3336] [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: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 6351] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1.82295] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]