tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=39 objective=binary sigmoid:1 feature_names=due_day_my f_ps_od_days_max t_ps_od_days_max min_apply_amt grade_limit_amount shd_pre_repay_amt_rate ps_int_amt_sum shd_pre_repay_cnt s_ps_od_days_max orig_prcp_avg_m12 ps_int_amt_avg repay_amount_m6_all_shd_amt_pc available_limit_amt suc_apprv_num_m6 cre_l90_used_limit_amt_min avg_tnr repay_amount_all_shd_amt_pc loan_os_prcp_credit_amount_m12 useratemore90maxcontimonsm12 cre_now_l60_used_amt_m_max loan_os_prcp_gt0_m12_num_pc loan_os_prcp_credit_amount_m3 end_loan_to_rep_loan_freq max_loan_os_prcp_m12 min_tnr cre_now_p1m_used_rate_m useratemore70monthsubcurmonth cre_now_l30_used_amt_d_max useratemore70_m6_num cre_now_l30_limit_left_d_min cre_now_l90_limit_left_d_min loan_os_prcp_credit_amount_m6 cre_l60_used_limit_rate_min useratemore50maxcontimonsm12 cre_now_l60_usedrate_m_max useratemore90_m3_num cre_now_l60_limit_left_d_max cre_now_l60_used_amt_d_min apprv_num_m1 last_clear_num_m1 feature_infos=[1:179] [0:107] [0:196] [0:199900] [0:200000] [0:1] [0:40772.739999999998] [0:11497] [0:99] [0:163133.3333] [0:1194.0856000000001] [-9998:100] [0:195506.28] [0:287] [0:148000] [0:24] [-9998:100] [-9998:4920] [0:12] [0:166000] [0:114.81] [-9998:4935.3500000000004] [-99999:3496] [0:196700] [0:24] [-60:9.1311] [0:99999] [0:1] [0:6] [-1680:235044.5] [-1680:728536] [-9998:4571.6099999999997] [0:26.666699999999999] [0:12] [0:15.666700000000001] [0:3] [-15685.8824:309.70909999999998] [1:186225] [0:397] [0:56] tree_sizes=579 590 597 474 586 474 592 591 590 595 472 474 593 592 596 596 602 593 589 600 587 472 593 600 592 469 588 591 478 474 476 473 471 582 595 470 594 581 579 599 595 474 592 599 475 370 597 472 599 474 600 593 601 599 600 595 598 596 476 599 603 474 597 591 592 600 592 476 473 593 593 595 599 474 595 476 597 592 476 474 598 596 585 603 595 595 592 581 595 474 595 597 472 472 597 599 473 473 600 475 602 476 598 598 603 585 477 473 598 477 598 472 597 597 590 475 476 590 476 595 595 590 475 598 475 593 595 595 489 476 594 476 604 590 592 593 594 594 493 477 594 595 592 478 476 595 592 476 605 596 600 604 488 595 598 479 477 477 487 490 595 597 593 479 475 479 474 478 478 592 478 485 594 486 599 476 598 597 479 484 474 597 483 489 488 477 474 597 478 480 475 375 489 480 476 475 377 377 480 479 371 479 481 478 483 377 378 489 381 486 480 376 475 479 379 475 473 478 478 477 376 488 374 377 480 374 479 487 479 476 476 381 480 480 477 478 477 481 475 481 479 472 480 474 479 475 481 477 480 480 479 479 480 479 478 479 478 477 481 479 480 476 479 Tree=0 num_leaves=4 num_cat=0 split_feature=8 38 38 split_gain=493.072 262.689 127.739 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3873869060036874 -2.4023021799133559 -2.4037065909786919 -2.4143342309935769 leaf_weight=915.51020456105471 720.63136476278305 291.88620580732822 270.02509202808142 leaf_count=11281 9144 3714 3507 internal_value=-2.39776 -2.39133 -2.40559 internal_weight=2198.05 1207.4 990.656 internal_count=27646 14995 12651 is_linear=0 shrinkage=1 Tree=1 num_leaves=4 num_cat=0 split_feature=12 37 37 split_gain=512.763 215.809 162.88 threshold=1.0000000180025095e-35 1.0000500000000001 2.3310000000000008 decision_type=10 8 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021150760976250179 0.0068443919748790993 -0.0055681407595715212 0.00048215342550326492 leaf_weight=635.79396925866604 1024.0549004673958 449.53751787543297 97.86543158441782 leaf_count=7719 12795 5800 1248 internal_value=0.00815222 0.00304904 0.0183706 internal_weight=2207.25 1473.59 733.659 internal_count=27562 18595 8967 is_linear=0 shrinkage=0.0149828 Tree=2 num_leaves=4 num_cat=0 split_feature=8 14 38 split_gain=449.112 296.562 133.844 threshold=1.0000000180025095e-35 1222.0250000000003 1.0000000180025095e-35 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056166704342472821 0.0035749171594895873 0.020492087098246209 -0.0087300410655391583 leaf_weight=548.14365852624178 732.35769946873188 669.18506443500519 269.05136951804161 leaf_count=6814 9174 8023 3523 internal_value=0.00769339 0.0138002 0.000256694 internal_weight=2218.74 1217.33 1001.41 internal_count=27534 14837 12697 is_linear=0 shrinkage=0.0149828 Tree=3 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=39005.9 162.982 threshold=32.500000000000007 22.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016355839667360275 0.17436879347913387 0.017192984507269495 leaf_weight=1931.1741834059358 273.41286557167768 30.101792126893997 leaf_count=24976 2210 360 internal_value=0.00756343 -0.0157979 internal_weight=2234.69 1961.28 internal_count=27546 25336 is_linear=0 shrinkage=0.0149828 Tree=4 num_leaves=4 num_cat=0 split_feature=1 32 2 split_gain=634.211 221.534 150.68 threshold=1.0000000180025095e-35 0.27705000000000007 7.5000000000000009 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00608185104900734 -0.0025347064211203741 0.019375793973512256 0.02311399853380685 leaf_weight=431.71377192437649 957.27261298149824 816.27939927577972 51.569342888891697 leaf_count=5305 12175 9519 601 internal_value=0.00764556 0.014779 -0.0011662 internal_weight=2256.84 1247.99 1008.84 internal_count=27600 14824 12776 is_linear=0 shrinkage=0.0149828 Tree=5 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=33427.8 145.864 threshold=32.500000000000007 22.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016342848440168499 0.14739422240776617 0.015147643529585796 leaf_weight=1912.0664668381214 326.65851056575775 30.618610076606274 leaf_count=24929 2269 359 internal_value=0.00776245 -0.0158044 internal_weight=2269.34 1942.69 internal_count=27557 25288 is_linear=0 shrinkage=0.0149828 Tree=6 num_leaves=4 num_cat=0 split_feature=1 14 21 split_gain=603.793 260.878 84.187 threshold=1.0000000180025095e-35 952.59500000000014 99.975000000000009 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052027728316695618 -0.0033808708630136439 0.019291480432443556 0.0082181368454249393 leaf_weight=469.46932304650545 840.61472754925489 798.3100822493434 165.47416560351849 leaf_count=5717 10782 8979 2001 internal_value=0.00720597 0.0140766 -0.00143878 internal_weight=2273.87 1267.78 1006.09 internal_count=27479 14696 12783 is_linear=0 shrinkage=0.0149828 Tree=7 num_leaves=4 num_cat=0 split_feature=37 8 21 split_gain=446.633 314.015 56.1071 threshold=1.0000500000000001 1.0000000180025095e-35 54.095000000000006 decision_type=8 10 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016706387259732777 -0.0092049535166757526 0.0037514735449392404 9.2016447149514364e-05 leaf_weight=969.3919378593564 263.08894693851471 742.55716220289469 314.38954894244671 leaf_count=10893 3471 9158 3960 internal_value=0.00725017 0.0110924 -0.00410174 internal_weight=2289.43 1711.95 577.478 internal_count=27482 20051 7431 is_linear=0 shrinkage=0.0149828 Tree=8 num_leaves=4 num_cat=0 split_feature=38 14 31 split_gain=424.016 231.634 35.589 threshold=1.0000000180025095e-35 8049.2300000000005 46.815000000000005 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0084436117709144748 -0.009020466932313979 0.024249989838558 -0.0012559838885341792 leaf_weight=1503.8871900513768 220.84835856407881 240.23693063855171 334.86247639358044 leaf_count=17691 2928 2598 4236 internal_value=0.00700766 0.0106381 -0.00434587 internal_weight=2299.83 1744.12 555.711 internal_count=27453 20289 7164 is_linear=0 shrinkage=0.0149828 Tree=9 num_leaves=4 num_cat=0 split_feature=1 6 12 split_gain=615.763 302.895 128.057 threshold=1.0000000180025095e-35 3121.2400000000002 1.0000000180025095e-35 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010566610444999194 0.0063930511094661942 0.028579151158032671 -0.0050455160382454657 leaf_weight=1062.1813315600157 318.92219873517752 259.94449479132891 687.98738434165716 leaf_count=12157 3825 2715 8877 internal_value=0.00741223 0.0141285 -0.00139311 internal_weight=2329.04 1322.13 1006.91 internal_count=27574 14872 12702 is_linear=0 shrinkage=0.0149828 Tree=10 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=27352.9 167.449 threshold=32.500000000000007 22.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016358980470548751 0.12439517299643015 0.017488411197545548 leaf_weight=1919.7459095939994 369.10312718153 30.418899305164814 leaf_count=24830 2209 339 internal_value=0.00658326 -0.0157875 internal_weight=2319.27 1950.16 internal_count=27378 25169 is_linear=0 shrinkage=0.0149828 Tree=11 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=24569.5 140.939 threshold=32.500000000000007 22.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016336717958437795 0.11168056759954924 0.01423144172220437 leaf_weight=1903.9548668637872 408.54598738253117 31.480947107076645 leaf_count=24959 2229 349 internal_value=0.00647286 -0.0157984 internal_weight=2343.98 1935.44 internal_count=27537 25308 is_linear=0 shrinkage=0.0149828 Tree=12 num_leaves=4 num_cat=0 split_feature=1 14 32 split_gain=458.173 188.969 76.8536 threshold=1.0000000180025095e-35 639.43500000000006 0.68775000000000008 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003083379944648702 -0.0034114145696178097 0.01564955220808234 0.0063072048420478519 leaf_weight=370.37528520077467 771.17442665249109 983.81679479777813 235.89465279132128 leaf_count=4436 9950 10412 2808 internal_value=0.00652673 0.0122126 -0.00110532 internal_weight=2361.26 1354.19 1007.07 internal_count=27606 14848 12758 is_linear=0 shrinkage=0.0149828 Tree=13 num_leaves=4 num_cat=0 split_feature=1 6 37 split_gain=478.888 233.003 118.567 threshold=1.0000000180025095e-35 3121.2400000000002 1.0000500000000001 decision_type=10 8 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0090955279314102536 0.0018082021938496591 0.024530051061087826 -0.0095782150346245404 leaf_weight=1090.4789568930864 719.53977817296982 274.00137553364038 283.60346183925867 leaf_count=12123 8839 2665 3900 internal_value=0.00644122 0.0122133 -0.00139614 internal_weight=2367.62 1364.48 1003.14 internal_count=27527 14788 12739 is_linear=0 shrinkage=0.0149828 Tree=14 num_leaves=4 num_cat=0 split_feature=38 2 15 split_gain=297.689 181.517 43.9712 threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013596137956195894 -0.0061958254756140814 0.0040246362243630757 0.0025361635278734504 leaf_weight=1033.109407775104 356.65491463989019 785.41337038576603 197.32640131562948 leaf_count=10990 4690 9310 2427 internal_value=0.00653917 0.00946767 -0.00303553 internal_weight=2372.5 1818.52 553.981 internal_count=27417 20300 7117 is_linear=0 shrinkage=0.0149828 Tree=15 num_leaves=4 num_cat=0 split_feature=1 37 12 split_gain=445.68 179.036 152.072 threshold=1.0000000180025095e-35 1.1433500000000001 1.0000000180025095e-35 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014265831517388607 0.0068529898890799515 0.00057767056425689779 -0.005545720238366433 leaf_weight=1108.3980556428432 326.37834815680981 265.4558204934001 677.95200949162245 leaf_count=11453 3827 3209 8916 internal_value=0.00607684 0.0116173 -0.00148812 internal_weight=2378.18 1373.85 1004.33 internal_count=27405 14662 12743 is_linear=0 shrinkage=0.0149828 Tree=16 num_leaves=4 num_cat=0 split_feature=38 8 8 split_gain=277.988 177.268 59.2456 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012350176202878834 0.00075333974753552383 0.0029092990548926583 -0.0089991191775182083 leaf_weight=1078.0436297059059 304.20810614526272 765.32350653409958 251.1393011584878 leaf_count=11220 3692 9164 3482 internal_value=0.00563616 0.00843551 -0.00361722 internal_weight=2398.71 1843.37 555.347 internal_count=27558 20384 7174 is_linear=0 shrinkage=0.0149828 Tree=17 num_leaves=4 num_cat=0 split_feature=1 37 37 split_gain=411.535 188.912 94.659 threshold=1.0000000180025095e-35 1.1433500000000001 1.0000500000000001 decision_type=10 8 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013457180397403399 0.0010773253736321919 -0.00047167787680295049 -0.0091643789194632945 leaf_weight=1138.0159739777446 722.0794275701046 265.33692483603954 277.67978520691395 leaf_count=11551 8828 3220 3870 internal_value=0.00557274 0.0108015 -0.00175248 internal_weight=2403.11 1403.35 999.759 internal_count=27469 14771 12698 is_linear=0 shrinkage=0.0149828 Tree=18 num_leaves=4 num_cat=0 split_feature=8 14 2 split_gain=296.47 184.01 111.204 threshold=1.0000000180025095e-35 952.59500000000014 7.5000000000000009 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025411469502489474 -0.0021661066067423409 0.013877540520272211 0.017447335902986902 leaf_weight=503.41642847657204 947.10109811276197 892.83499378710985 66.852412581443787 leaf_count=5835 11939 8970 713 internal_value=0.00531981 0.0097935 -0.000827095 internal_weight=2410.2 1396.25 1013.95 internal_count=27457 14805 12652 is_linear=0 shrinkage=0.0149828 Tree=19 num_leaves=4 num_cat=0 split_feature=12 38 38 split_gain=295.805 115.564 71.071 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014232223439323751 0.0038248739475424112 -0.005305917091136628 0.0022769750358454131 leaf_weight=712.68909065425396 1149.9349562227726 422.57693141698837 132.66644430160522 leaf_count=7281 12985 5568 1612 internal_value=0.00521138 0.00136233 0.0123478 internal_weight=2417.87 1572.51 845.356 internal_count=27446 18553 8893 is_linear=0 shrinkage=0.0149828 Tree=20 num_leaves=4 num_cat=0 split_feature=1 6 2 split_gain=352.168 205.73 101.534 threshold=1.0000000180025095e-35 1866.5150000000001 11.500000000000002 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064206157018007366 -0.0018926397337486356 0.018470836538747457 0.02559154080724111 leaf_weight=952.29755634814501 984.0266769528389 478.19069459289312 28.369382731616497 leaf_count=10218 12487 4536 278 internal_value=0.00567937 0.0104606 -0.00106253 internal_weight=2442.88 1430.49 1012.4 internal_count=27519 14754 12765 is_linear=0 shrinkage=0.0149828 Tree=21 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=20931.6 45.2124 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016376915198165212 0.078251794813502015 0.095023854723201601 leaf_weight=1979.385049700737 56.113074116408825 432.2453885525465 leaf_count=25296 360 2058 internal_value=0.00528092 0.0928613 internal_weight=2467.74 488.358 internal_count=27714 2418 is_linear=0 shrinkage=0.0149828 Tree=22 num_leaves=4 num_cat=0 split_feature=37 14 28 split_gain=236.469 113.914 33.5264 threshold=1.0000500000000001 4788.1250000000009 1.0000000180025095e-35 decision_type=8 10 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00580859422723574 -0.0087690288494649948 0.014324722886784954 -0.00072749034228319247 leaf_weight=1415.7191410213709 163.03581669926643 471.52188563346863 403.01914623379707 leaf_count=15504 2217 4630 5100 internal_value=0.00539924 0.00794654 -0.00305683 internal_weight=2453.3 1887.24 566.055 internal_count=27451 20134 7317 is_linear=0 shrinkage=0.0149828 Tree=23 num_leaves=4 num_cat=0 split_feature=38 2 21 split_gain=236.105 125.256 38.8199 threshold=1.0000000180025095e-35 1.0000000180025095e-35 46.225000000000001 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010647989387045059 -0.0086286035802357018 0.0028531953276835172 -0.00052582023009026778 leaf_weight=1091.5634755194187 218.94155299663544 808.69302383065224 337.99108117818832 leaf_count=10922 3005 9313 4247 internal_value=0.00482134 0.00733589 -0.00372029 internal_weight=2457.19 1900.26 556.933 internal_count=27487 20235 7252 is_linear=0 shrinkage=0.0149828 Tree=24 num_leaves=4 num_cat=0 split_feature=2 6 2 split_gain=186.067 198.49 134.087 threshold=1.0000000180025095e-35 1866.5150000000001 7.5000000000000009 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050572731999176633 -0.00094408764768378283 0.016884425973104539 0.017993290485982767 leaf_weight=958.99438141286373 956.89791911095381 477.06446927785873 89.094747424125671 leaf_count=10427 11725 4486 877 internal_value=0.00550093 0.00899881 0.000686848 internal_weight=2482.05 1436.06 1045.99 internal_count=27515 14913 12602 is_linear=0 shrinkage=0.0149828 Tree=25 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=18681.5 31.0344 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0163766095710044 0.072068945691671715 0.08619511509377549 leaf_weight=1965.7362017333508 58.753678552806377 460.784991979599 leaf_count=25174 352 2029 internal_value=0.00472459 0.0843956 internal_weight=2485.27 519.539 internal_count=27555 2381 is_linear=0 shrinkage=0.0149828 Tree=26 num_leaves=4 num_cat=0 split_feature=12 8 6 split_gain=233.944 178.517 54.6355 threshold=1.0000000180025095e-35 1.0000000180025095e-35 8226.3150000000023 decision_type=8 8 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0097543109167217215 0.0056530859945475046 -0.0044927125908230054 0.021827567280956976 leaf_weight=792.51681455224752 939.3119769692421 659.4864369854331 93.553297907114029 leaf_count=8092 9947 8598 839 internal_value=0.00489095 0.00146152 0.0110575 internal_weight=2484.87 1598.8 886.07 internal_count=27476 18545 8931 is_linear=0 shrinkage=0.0149828 Tree=27 num_leaves=4 num_cat=0 split_feature=37 25 21 split_gain=246.421 147.976 51.5662 threshold=1.0000500000000001 1.0000000180025095e-35 28.205000000000002 decision_type=8 8 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019169221411746713 -0.012616151375078381 0.0058587137368835704 -0.0015570593704983748 leaf_weight=208.53999227285385 118.6497004032135 1726.1595132127404 446.68352150917053 leaf_count=1883 1692 18293 5673 internal_value=0.00476598 0.00730898 -0.00389878 internal_weight=2500.03 1934.7 565.333 internal_count=27541 20176 7365 is_linear=0 shrinkage=0.0149828 Tree=28 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=17278.5 26.6031 threshold=26.500000000000004 1.0000000180025095e-35 decision_type=2 8 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016367407648880217 0.075612571286312116 0.085064479178282137 leaf_weight=1937.3662683106959 414.26487211883068 144.58073741197586 leaf_count=24969 1723 678 internal_value=0.00478584 0.0779807 internal_weight=2496.21 558.846 internal_count=27370 2401 is_linear=0 shrinkage=0.0149828 Tree=29 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=16241.7 32.9989 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016343026458664239 0.061753067327381859 0.074611229845439914 leaf_weight=1935.4082793667912 68.697087541222572 526.35096642374992 leaf_count=25311 365 2074 internal_value=0.00468619 0.0729685 internal_weight=2530.46 595.048 internal_count=27750 2439 is_linear=0 shrinkage=0.0149828 Tree=30 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=15005.1 173.779 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016335358207217085 0.070541619615761816 0.023301497846476348 leaf_weight=1898.8161329738796 586.94415065646172 22.318500950932503 leaf_count=25164 2222 167 internal_value=0.00441166 -0.0158269 internal_weight=2508.08 1921.13 internal_count=27553 25331 is_linear=0 shrinkage=0.0149828 Tree=31 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=14273.2 19.5707 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016298190521330868 0.05623259716331875 0.066611902359052469 leaf_weight=1864.2754928171635 70.481235899031162 573.68508343398571 leaf_count=25046 345 2081 internal_value=0.00469091 0.0653482 internal_weight=2508.44 644.166 internal_count=27472 2426 is_linear=0 shrinkage=0.0149828 Tree=32 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=13438.9 12.6902 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016276720644074878 0.054505714090015367 0.06336872223205578 leaf_weight=1845.825088378042 74.467992909252644 587.50999841094017 leaf_count=25134 349 2058 internal_value=0.00447458 0.0622587 internal_weight=2507.8 661.978 internal_count=27541 2407 is_linear=0 shrinkage=0.0149828 Tree=33 num_leaves=4 num_cat=0 split_feature=0 0 8 split_gain=12653.9 149.189 8.53428 threshold=32.500000000000007 26.500000000000004 1.0000000180025095e-35 decision_type=2 2 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016270831327464947 0.05897282832091575 0.019247828374000034 0.064709026813462189 leaf_weight=1825.442901648581 463.09915831685066 24.139142662286758 194.30573579668999 leaf_count=25193 1545 165 692 internal_value=0.00428753 -0.0157617 0.0606193 internal_weight=2506.99 1849.58 657.405 internal_count=27595 25358 2237 is_linear=0 shrinkage=0.0149828 Tree=34 num_leaves=4 num_cat=0 split_feature=1 32 32 split_gain=221.853 106.083 54.3228 threshold=1.0000000180025095e-35 0.27705000000000007 0.036750000000000012 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001930531489591183 -0.010694268403422016 0.010482254279384999 -2.975823456241445e-05 leaf_weight=479.0648692175746 119.91638717800379 1027.1091756597161 873.41401340067387 leaf_count=5352 1833 9432 10983 internal_value=0.00414291 0.00776529 -0.00133508 internal_weight=2499.5 1506.17 993.33 internal_count=27600 14784 12816 is_linear=0 shrinkage=0.0149828 Tree=35 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=11809.4 20.5875 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016240833299116721 0.04798671380607606 0.057435521751783694 leaf_weight=1801.9970348142087 82.094917945563793 615.80388975143433 leaf_count=25132 373 2020 internal_value=0.00400517 0.05622 internal_weight=2499.9 697.899 internal_count=27525 2393 is_linear=0 shrinkage=0.0149828 Tree=36 num_leaves=4 num_cat=0 split_feature=1 22 2 split_gain=193.175 85.7784 68.9169 threshold=1.0000000180025095e-35 850.50000000000011 11.500000000000002 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0059069593238214608 -0.0015886581067645275 0.014853522992739517 0.019303069481470255 leaf_weight=1208.5725477300584 947.20379916206002 300.95286481454968 34.110764257609844 leaf_count=12130 12406 2558 281 internal_value=0.00434296 0.00770434 -0.000813166 internal_weight=2490.84 1509.53 981.315 internal_count=27375 14688 12687 is_linear=0 shrinkage=0.0149828 Tree=37 num_leaves=4 num_cat=0 split_feature=0 0 1 split_gain=11280 138.304 17.8342 threshold=32.500000000000007 26.500000000000004 1.0000000180025095e-35 decision_type=2 2 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016239831412660399 0.053317962190169946 0.017107121190472967 0.060149753932360085 leaf_weight=1778.8362947963178 525.38203793764114 25.576842963695526 174.91364696621895 leaf_count=25091 1644 166 593 internal_value=0.00406564 -0.0157228 0.0549944 internal_weight=2504.71 1804.41 700.296 internal_count=27494 25257 2237 is_linear=0 shrinkage=0.0149828 Tree=38 num_leaves=4 num_cat=0 split_feature=0 0 1 split_gain=10733.8 146.734 14.154 threshold=32.500000000000007 26.500000000000004 1.0000000180025095e-35 decision_type=2 2 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016219744059315536 0.051289161040408211 0.016282391518599185 0.057418177795937844 leaf_weight=1751.6889219023287 528.88175466656685 28.974465318024158 188.61791068315506 leaf_count=25042 1617 186 620 internal_value=0.00404729 -0.015647 0.0528712 internal_weight=2498.16 1780.66 717.5 internal_count=27465 25228 2237 is_linear=0 shrinkage=0.0149828 Tree=39 num_leaves=4 num_cat=0 split_feature=1 32 12 split_gain=201.29 87.4641 81.5988 threshold=1.0000000180025095e-35 0.12775000000000003 1.0000000180025095e-35 decision_type=8 10 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001630717695624933 0.004707905005330703 0.0092324702543891135 -0.0043261014492718278 leaf_weight=263.31611441075802 345.13465170934796 1266.6593690663576 627.69744850322604 leaf_count=3134 3884 11635 8882 internal_value=0.00421259 0.00759825 -0.00109708 internal_weight=2502.81 1529.98 972.832 internal_count=27535 14769 12766 is_linear=0 shrinkage=0.0149828 Tree=40 num_leaves=4 num_cat=0 split_feature=2 2 31 split_gain=104.02 105.847 75.0413 threshold=1.0000000180025095e-35 6.5000000000000009 32.760000000000012 decision_type=10 10 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00088414160461666063 -0.001595912083855738 0.013176339725823671 0.0079748299606615426 leaf_weight=254.46701570227742 892.86107617244124 121.18057832121849 1214.4410558715463 leaf_count=3065 11470 1106 11724 internal_value=0.00387803 0.000178905 0.00642347 internal_weight=2482.95 1014.04 1468.91 internal_count=27365 12576 14789 is_linear=0 shrinkage=0.0149828 Tree=41 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=10167.5 11.0794 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016195963558269525 0.042846352605890023 0.050358053355711453 leaf_weight=1735.7445836141706 81.734400533139706 676.27718040347099 leaf_count=24996 340 2047 internal_value=0.00377571 0.0494659 internal_weight=2493.76 758.012 internal_count=27383 2387 is_linear=0 shrinkage=0.0149828 Tree=42 num_leaves=4 num_cat=0 split_feature=32 6 13 split_gain=125.841 59.4741 49.5094 threshold=0.27705000000000007 11022.160000000002 1.5000000000000002 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019427392044895745 0.0053800602471328627 0.015421256628782822 -0.005542877536826485 leaf_weight=527.87080905213952 1518.6275235489011 143.83412991091609 313.06302053108811 leaf_count=6103 15795 1228 4421 internal_value=0.00387695 0.00626468 -0.000825163 internal_weight=2503.4 1662.46 840.934 internal_count=27547 17023 10524 is_linear=0 shrinkage=0.0149828 Tree=43 num_leaves=4 num_cat=0 split_feature=1 22 38 split_gain=197.131 97.9481 43.271 threshold=1.0000000180025095e-35 1802.5000000000002 1.0000000180025095e-35 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055298673129920428 0.00034085754973171958 0.015996947719941611 -0.0069441343066621994 leaf_weight=1292.5710922852159 717.88872331380844 236.55148039013147 241.50908483937383 leaf_count=12796 8888 1825 3818 internal_value=0.00382678 0.00716492 -0.00147828 internal_weight=2488.52 1529.12 959.398 internal_count=27327 14621 12706 is_linear=0 shrinkage=0.0149828 Tree=44 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=9778.61 110.482 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016199028809293574 0.048534074287479599 0.013118772230597688 leaf_weight=1721.9844467267394 760.58988210558891 26.53236348927021 leaf_count=25040 2257 163 internal_value=0.00377537 -0.0157123 internal_weight=2509.11 1748.52 internal_count=27460 25203 is_linear=0 shrinkage=0.0149828 Tree=45 num_leaves=2 num_cat=0 split_feature=0 split_gain=9272.16 threshold=26.500000000000004 decision_type=2 left_child=-1 right_child=-2 leaf_value=-0.016163681645851559 0.045920118796950384 leaf_weight=1708.8695855624974 785.78678879141808 leaf_count=25202 2371 internal_value=0.0034028 internal_weight=2494.66 internal_count=27573 is_linear=0 shrinkage=0.0149828 Tree=46 num_leaves=4 num_cat=0 split_feature=38 14 26 split_gain=130.134 66.1524 36.5167 threshold=1.0000000180025095e-35 1222.0250000000003 4.5000000000000009 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016614948254792829 -0.00076084439508121459 0.0073015267405123182 -0.0096272830038772132 leaf_weight=761.64614369347692 364.38667795434594 1224.1681023389101 145.41531851887703 leaf_count=8715 4852 11765 2314 internal_value=0.0034085 0.00514323 -0.00330955 internal_weight=2495.62 1985.81 509.802 internal_count=27646 20480 7166 is_linear=0 shrinkage=0.0149828 Tree=47 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=8918.2 9.14772 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016149237286576964 0.038622694133712228 0.045253387933614782 leaf_weight=1678.3794355727732 88.990827277302742 714.61880153417587 leaf_count=25018 349 2042 internal_value=0.00348147 0.0444508 internal_weight=2481.99 803.61 internal_count=27409 2391 is_linear=0 shrinkage=0.0149828 Tree=48 num_leaves=4 num_cat=0 split_feature=12 2 14 split_gain=128.583 59.7737 45.6406 threshold=1.0000000180025095e-35 1.0000000180025095e-35 639.43500000000006 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020979572251813767 0.0031082206063991493 -0.0029094867657610888 0.0097343122238364652 leaf_weight=238.24716859683394 936.63859071582556 607.65829563885927 693.06897156685591 leaf_count=2784 10135 8404 6157 internal_value=0.00339223 0.000733288 0.00778329 internal_weight=2475.61 1544.3 931.316 internal_count=27480 18539 8941 is_linear=0 shrinkage=0.0149828 Tree=49 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=8438.33 15.3722 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016133594967812182 0.035972974083024974 0.043702060794543696 leaf_weight=1658.7505696900189 87.002654358744621 721.87481713294983 leaf_count=25019 336 2028 internal_value=0.00319287 0.0427976 internal_weight=2467.63 808.877 internal_count=27383 2364 is_linear=0 shrinkage=0.0149828 Tree=50 num_leaves=4 num_cat=0 split_feature=12 2 32 split_gain=106.841 74.4407 30.4405 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.069450000000000026 decision_type=8 8 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010632291870070674 0.0037076289188822963 -0.0029797465405733462 0.0084355288732695082 leaf_weight=98.998258575797081 952.03778431937099 609.43511348962784 835.04201770201325 leaf_count=1279 10202 8524 7676 internal_value=0.00349597 0.00109028 0.00749994 internal_weight=2495.51 1561.47 934.04 internal_count=27681 18726 8955 is_linear=0 shrinkage=0.0149828 Tree=51 num_leaves=4 num_cat=0 split_feature=1 12 6 split_gain=178.561 75.59 70.4204 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1866.5150000000001 decision_type=8 8 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043276441754210443 0.004015576380039433 -0.0047868216531520213 0.011002381725124941 leaf_weight=1004.3537034057081 342.12533314526081 594.40501971915364 554.12996873259544 leaf_count=10277 3838 8873 4518 internal_value=0.00360465 -0.00154717 0.00671011 internal_weight=2495.01 936.53 1558.48 internal_count=27506 12711 14795 is_linear=0 shrinkage=0.0149828 Tree=52 num_leaves=4 num_cat=0 split_feature=38 5 8 split_gain=105.949 62.1727 30.4698 threshold=1.0000000180025095e-35 0.75035000000000007 1.0000000180025095e-35 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020892240376817607 -1.0726547183633175e-05 0.007439233069224449 -0.0073824166562732503 leaf_weight=1047.1625384055078 297.06996467709541 922.07697551697493 211.14829121902585 leaf_count=11403 3704 8923 3513 internal_value=0.00302536 0.00460076 -0.00304117 internal_weight=2477.46 1969.24 508.218 internal_count=27543 20326 7217 is_linear=0 shrinkage=0.0149828 Tree=53 num_leaves=4 num_cat=0 split_feature=12 38 14 split_gain=111.103 57.5987 29.7385 threshold=1.0000000180025095e-35 1.0000000180025095e-35 639.43500000000006 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027660628081085919 0.0025029352392187294 -0.0042207569091998074 0.008945264640781032 leaf_weight=237.96214707568288 1179.354032907635 373.61027227714658 707.28259079903364 leaf_count=2727 13037 5523 6199 internal_value=0.00334867 0.000875985 0.00739367 internal_weight=2498.21 1552.96 945.245 internal_count=27486 18560 8926 is_linear=0 shrinkage=0.0149828 Tree=54 num_leaves=4 num_cat=0 split_feature=1 6 38 split_gain=174.786 69.4118 46.2474 threshold=1.0000000180025095e-35 3121.2400000000002 1.0000000180025095e-35 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043705222165300742 -0.00022894293130609064 0.012035356408607801 -0.0079941324314439666 leaf_weight=1217.1887065880001 711.83537541329861 339.99852736666799 225.91882269829512 leaf_count=12187 8939 2598 3851 internal_value=0.00297969 0.00605611 -0.00211274 internal_weight=2494.94 1557.19 937.754 internal_count=27575 14785 12790 is_linear=0 shrinkage=0.0149828 Tree=55 num_leaves=4 num_cat=0 split_feature=1 6 38 split_gain=168.381 69.6541 31.0669 threshold=1.0000000180025095e-35 4632.0750000000016 1.0000000180025095e-35 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0047038205933965169 -0.00037690981986509447 0.013288507911797694 -0.0067808762511618135 leaf_weight=1319.793666549027 711.48376850783825 252.4086834974587 222.7970896102488 leaf_count=12998 8979 1835 3770 internal_value=0.00310342 0.0060959 -0.00191614 internal_weight=2506.48 1572.2 934.281 internal_count=27582 14833 12749 is_linear=0 shrinkage=0.0149828 Tree=56 num_leaves=4 num_cat=0 split_feature=32 5 13 split_gain=101.342 60.2981 31.2763 threshold=0.27705000000000007 0.76615000000000011 1.0000000180025095e-35 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018500845007302939 0.0027164425815300341 0.0085728382757838603 -0.0040076106999311781 leaf_weight=358.31518388912082 1036.5537892431021 643.06376134231687 464.15454619377851 leaf_count=4007 11086 5982 6513 internal_value=0.00285721 0.00496694 -0.00143242 internal_weight=2502.09 1679.62 822.47 internal_count=27588 17068 10520 is_linear=0 shrinkage=0.0149828 Tree=57 num_leaves=4 num_cat=0 split_feature=37 1 1 split_gain=141.333 75.284 27.5098 threshold=1.0000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068606195234620689 -0.0009436379628971458 0.00080256466317346262 -0.0079944506506002648 leaf_weight=1288.1349627226591 277.4055430740118 720.76246137544513 228.3292309269309 leaf_count=11392 3417 8924 3895 internal_value=0.00290754 0.00469143 -0.00413763 internal_weight=2514.63 2008.9 505.735 internal_count=27628 20316 7312 is_linear=0 shrinkage=0.0149828 Tree=58 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=8154.13 110.331 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016162464993092467 0.041761792675632341 0.011197264259055668 leaf_weight=1673.3403019718826 820.98079937696457 30.952027507126331 leaf_count=25161 2262 169 internal_value=0.00304035 -0.0156254 internal_weight=2525.27 1704.29 internal_count=27592 25330 is_linear=0 shrinkage=0.0149828 Tree=59 num_leaves=4 num_cat=0 split_feature=12 8 8 split_gain=109.967 80.6169 17.0447 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.008929068922753974 0.0035133916228242009 -0.0034759529448869604 0.004730593569018767 leaf_weight=579.87000474333763 963.26072220876813 596.90017590299249 372.29013865441084 leaf_count=4887 9981 8634 3965 internal_value=0.00328819 0.000831875 0.00729573 internal_weight=2512.32 1560.16 952.16 internal_count=27467 18615 8852 is_linear=0 shrinkage=0.0149828 Tree=60 num_leaves=4 num_cat=0 split_feature=32 2 38 split_gain=91.7986 64.6235 18.1498 threshold=0.093850000000000003 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00094972434337908026 0.0063388973194794876 0.00099073665836519925 -0.007571669165016259 leaf_weight=230.72744775563478 1279.9638400971889 846.33616825193167 158.23462180420756 leaf_count=2853 11828 10294 2576 internal_value=0.0029889 0.00421509 -0.00366041 internal_weight=2515.26 2126.3 388.962 internal_count=27551 22122 5429 is_linear=0 shrinkage=0.0149828 Tree=61 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=7928.19 9.01752 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016135103586100902 0.034250852247421491 0.040306832392389365 leaf_weight=1654.9293299391866 99.461390286684036 774.74300920963287 leaf_count=25134 362 2102 internal_value=0.00312331 0.0395607 internal_weight=2529.13 874.204 internal_count=27598 2464 is_linear=0 shrinkage=0.0149828 Tree=62 num_leaves=4 num_cat=0 split_feature=12 31 2 split_gain=115.141 54.8074 19.9968 threshold=1.0000000180025095e-35 32.760000000000012 1.0000000180025095e-35 decision_type=8 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0085952646931167897 -0.0054524774873066116 0.0015937544576615265 0.0041311109757158808 leaf_weight=570.0830404497683 307.40801077708602 1226.9186538308859 393.57708317413926 leaf_count=4845 4439 14164 4134 internal_value=0.00272756 0.000171733 0.00678018 internal_weight=2497.99 1534.33 963.66 internal_count=27582 18603 8979 is_linear=0 shrinkage=0.0149828 Tree=63 num_leaves=4 num_cat=0 split_feature=1 37 37 split_gain=136.257 56.241 43.6948 threshold=1.0000000180025095e-35 1.4756500000000001 1.0000500000000001 decision_type=10 8 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065744016015936947 3.267438979178999e-05 -0.0016130737418360375 -0.0075537459348151243 leaf_weight=1367.825884655118 704.10177501291037 212.21093972399831 220.7624233327806 leaf_count=12066 8882 2717 3862 internal_value=0.0027855 0.00545828 -0.00176449 internal_weight=2504.9 1580.04 924.864 internal_count=27527 14783 12744 is_linear=0 shrinkage=0.0149828 Tree=64 num_leaves=4 num_cat=0 split_feature=37 25 21 split_gain=108.235 67.015 34.3506 threshold=1.0000500000000001 1.0000000180025095e-35 54.095000000000006 decision_type=8 8 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011616203536136372 -0.0083073313990672786 0.0031232064797357519 -0.00033055677351475477 leaf_weight=235.48714828491211 205.7225134447217 1746.4615973047912 296.6488613076508 leaf_count=1848 3432 18215 3935 internal_value=0.00256791 0.00414423 -0.00361191 internal_weight=2484.32 1981.95 502.371 internal_count=27430 20063 7367 is_linear=0 shrinkage=0.0149828 Tree=65 num_leaves=4 num_cat=0 split_feature=1 7 14 split_gain=123.12 47.0635 37.8848 threshold=1.0000000180025095e-35 237.50000000000003 1.0000000180025095e-35 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041098457382254304 -0.0096852673087470531 0.010638298015690033 -0.00034844434305603589 leaf_weight=1282.401813890785 108.77638135477901 308.83213794231415 817.57741373032331 leaf_count=12415 1917 2393 10813 internal_value=0.00286148 0.00538869 -0.00146359 internal_weight=2517.59 1591.23 926.354 internal_count=27538 14808 12730 is_linear=0 shrinkage=0.0149828 Tree=66 num_leaves=4 num_cat=0 split_feature=1 7 37 split_gain=112.324 59.6095 45.6156 threshold=1.0000000180025095e-35 237.50000000000003 1.0000500000000001 decision_type=10 10 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036350080817779675 0.00039133417682632937 0.010863480132285096 -0.0073811165027201624 leaf_weight=1259.0523039475083 709.00931317359209 321.91458293795586 218.9753740914166 leaf_count=12271 8869 2463 3877 internal_value=0.00269101 0.0051191 -0.0014298 internal_weight=2508.95 1580.97 927.985 internal_count=27480 14734 12746 is_linear=0 shrinkage=0.0149828 Tree=67 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=7386.26 86.2196 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016150057913266475 0.039042680943361316 0.007421420960823496 leaf_weight=1642.4133624471724 824.46556621789932 32.660549521446228 leaf_count=25062 2212 176 internal_value=0.00239579 -0.0156533 internal_weight=2499.54 1675.07 internal_count=27450 25238 is_linear=0 shrinkage=0.0149828 Tree=68 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=7211.31 10.7736 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016114811761339949 0.03161906068435149 0.037949146203625328 leaf_weight=1615.6905396319926 97.232345044612885 778.84018149971962 leaf_count=25011 347 2067 internal_value=0.00263229 0.0371895 internal_weight=2491.76 876.073 internal_count=27425 2414 is_linear=0 shrinkage=0.0149828 Tree=69 num_leaves=4 num_cat=0 split_feature=37 8 21 split_gain=90.2216 59.3284 34.0857 threshold=1.0321500000000003 1.0000000180025095e-35 28.205000000000002 decision_type=8 10 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0060879528221128298 -0.011461003912223433 0.00075211253786121323 -0.0012232848811386703 leaf_weight=1234.9509482942522 88.3581747636199 758.42598935961723 393.50307278707623 leaf_count=10962 1647 9253 5513 internal_value=0.00265461 0.00406274 -0.00313074 internal_weight=2475.24 1993.38 481.861 internal_count=27375 20215 7160 is_linear=0 shrinkage=0.0149828 Tree=70 num_leaves=4 num_cat=0 split_feature=1 6 31 split_gain=104.062 48.8706 30.9808 threshold=1.0000000180025095e-35 3121.2400000000002 86.135000000000005 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032129408648035075 -0.0036711052026876085 0.0095490401084568667 0.0021005785061176379 leaf_weight=1222.9027132876217 605.56942777708173 353.2884076051414 312.55151902511716 leaf_count=12178 9155 2657 3721 internal_value=0.00230893 0.0046444 -0.00168445 internal_weight=2494.31 1576.19 918.121 internal_count=27711 14835 12876 is_linear=0 shrinkage=0.0149828 Tree=71 num_leaves=4 num_cat=0 split_feature=12 8 37 split_gain=85.3324 64.542 24.7062 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8884500000000004 decision_type=8 8 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065655030633104934 0.0024673231503843773 -0.0038910540766142949 -0.0011587129334955603 leaf_weight=868.45818108692765 945.4723286665976 573.21411236003041 97.679972015321255 leaf_count=7710 9911 8596 1332 internal_value=0.00228074 5.94432e-05 0.00575631 internal_weight=2484.82 1518.69 966.138 internal_count=27549 18507 9042 is_linear=0 shrinkage=0.0149828 Tree=72 num_leaves=4 num_cat=0 split_feature=37 1 8 split_gain=87.0381 49.0739 23.7456 threshold=1.0000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005511819557573636 -0.00058221048896649284 0.00059931499049464397 -0.0073486631298001455 leaf_weight=1302.3563159517944 304.26313252747059 708.52425625920296 190.22709104418755 leaf_count=11359 3924 8923 3449 internal_value=0.00239889 0.00378562 -0.00320187 internal_weight=2505.37 2010.88 494.49 internal_count=27655 20282 7373 is_linear=0 shrinkage=0.0149828 Tree=73 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=6915.84 17.9911 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016111289743140633 0.029371886226963413 0.036802066211035378 leaf_weight=1609.9747680239379 99.690413311123848 787.70855641365051 leaf_count=25085 356 2071 internal_value=0.00237784 0.0359068 internal_weight=2497.37 887.399 internal_count=27512 2427 is_linear=0 shrinkage=0.0149828 Tree=74 num_leaves=4 num_cat=0 split_feature=12 31 32 split_gain=84.3465 38.5945 26.5891 threshold=1.0000000180025095e-35 32.760000000000012 0.069450000000000026 decision_type=10 8 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011459869650418204 -0.004354964567052871 0.0016112167953129819 0.0069120987763164627 leaf_weight=96.40921388939023 300.5527210906148 1221.3430256284773 872.31662579625845 leaf_count=1305 4393 14153 7677 internal_value=0.00263014 0.000423004 0.00608142 internal_weight=2490.62 1521.9 968.726 internal_count=27528 18546 8982 is_linear=0 shrinkage=0.0149828 Tree=75 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=6658.56 97.6053 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016111215464879432 0.036216588169246118 0.008485376622017789 leaf_weight=1596.0080816745758 843.68127399682999 34.239345654845238 leaf_count=25173 2209 171 internal_value=0.00210575 -0.0155567 internal_weight=2473.93 1630.25 internal_count=27553 25344 is_linear=0 shrinkage=0.0149828 Tree=76 num_leaves=4 num_cat=0 split_feature=38 5 21 split_gain=66.0792 46.8224 26.2595 threshold=1.0000000180025095e-35 0.78075000000000017 46.225000000000001 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015467453149292344 -0.0075547526244660584 0.0062493469358148096 -0.00016306544953327906 leaf_weight=1182.697960704565 164.26741098612547 801.55481551215053 314.66030890494585 leaf_count=12791 2895 7575 4290 internal_value=0.0022458 0.00345337 -0.00271925 internal_weight=2463.18 1984.25 478.928 internal_count=27551 20366 7185 is_linear=0 shrinkage=0.0149828 Tree=77 num_leaves=4 num_cat=0 split_feature=12 2 2 split_gain=72.3245 47.9072 26.2303 threshold=237.68000000000004 1.0000000180025095e-35 6.5000000000000009 decision_type=10 10 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043188643938214021 0.0020807511614193866 -0.0037250736807313304 0.012232531368322778 leaf_weight=999.31173173338175 852.86617048084736 505.83108276128769 103.04717172682285 leaf_count=9994 9138 7512 810 internal_value=0.00223141 -7.08117e-05 0.00507901 internal_weight=2461.06 1358.7 1102.36 internal_count=27454 16650 10804 is_linear=0 shrinkage=0.0149828 Tree=78 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=6445.16 14.4349 threshold=26.500000000000004 1.0000000180025095e-35 decision_type=2 8 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01608296236859973 0.033075395840227902 0.038083417320845171 leaf_weight=1573.1793392412364 648.46561886370182 235.56673844158649 leaf_count=25090 1717 664 internal_value=0.00208547 0.034404 internal_weight=2457.21 884.032 internal_count=27471 2381 is_linear=0 shrinkage=0.0149828 Tree=79 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=6348.64 11.7679 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016064416468477189 0.028228601469953114 0.034477630896129589 leaf_weight=1553.7223370969296 101.42807550728321 806.82583710551262 leaf_count=25127 343 2085 internal_value=0.00230886 0.0337287 internal_weight=2461.98 908.254 internal_count=27555 2428 is_linear=0 shrinkage=0.0149828 Tree=80 num_leaves=4 num_cat=0 split_feature=32 12 12 split_gain=74.9238 49.6491 17.7294 threshold=0.093850000000000003 1.0000000180025095e-35 337.43500000000006 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8478477020745286e-05 0.0060841098065617617 0.0013671815784894099 -0.0068385495993683806 leaf_weight=141.36536459624767 843.25718864426017 1247.833092559129 214.80328465998173 leaf_count=1886 7530 14717 3522 internal_value=0.00219131 0.003276 -0.00411901 internal_weight=2447.26 2091.09 356.169 internal_count=27655 22247 5408 is_linear=0 shrinkage=0.0149828 Tree=81 num_leaves=4 num_cat=0 split_feature=8 2 14 split_gain=64.3234 47.8313 44.2637 threshold=1.0000000180025095e-35 7.5000000000000009 457.25500000000005 decision_type=8 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00092418871879600063 -0.0019576230411246912 0.0099570916093377863 0.0053849775900181099 leaf_weight=306.45816390961409 844.41736130043864 80.342020507901907 1217.840010471642 leaf_count=3904 11973 685 11001 internal_value=0.00221203 -0.000889519 0.00410286 internal_weight=2449.06 924.759 1524.3 internal_count=27563 12658 14905 is_linear=0 shrinkage=0.0149828 Tree=82 num_leaves=4 num_cat=0 split_feature=0 0 1 split_gain=6072.04 92.0912 13.1419 threshold=32.500000000000007 26.500000000000004 1.0000000180025095e-35 decision_type=2 2 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016067763499478551 0.032651853481020669 0.0076522522966817495 0.037509774146608992 leaf_weight=1530.2584264427423 625.94041085243225 34.854952827095985 234.67662391066551 leaf_count=25020 1598 166 621 internal_value=0.00205552 -0.0155015 0.0339711 internal_weight=2425.73 1565.11 860.617 internal_count=27405 25186 2219 is_linear=0 shrinkage=0.0149828 Tree=83 num_leaves=4 num_cat=0 split_feature=12 8 32 split_gain=66.7741 49.2558 18.8393 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.069450000000000026 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012053982132588029 0.0019576569935035163 -0.0037202330315608107 0.0056598175021225364 leaf_weight=93.674201522022486 916.61864672601223 544.09208305925131 849.60936926677823 leaf_count=1299 9944 8580 7645 internal_value=0.00184826 -0.000148326 0.00495097 internal_weight=2403.99 1460.71 943.284 internal_count=27468 18524 8944 is_linear=0 shrinkage=0.0149828 Tree=84 num_leaves=4 num_cat=0 split_feature=1 6 12 split_gain=69.299 52.6851 28.7269 threshold=1.0000000180025095e-35 1866.5150000000001 1.0000000180025095e-35 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019225393926854551 0.0022465461242627263 0.0076862218909735667 -0.0033192546699539298 leaf_weight=974.10492786020041 329.45677550137043 564.59117298945785 549.10839704796672 leaf_count=10190 3791 4513 8936 internal_value=0.00212986 0.00404676 -0.001211 internal_weight=2417.26 1538.7 878.565 internal_count=27430 14703 12727 is_linear=0 shrinkage=0.0149828 Tree=85 num_leaves=4 num_cat=0 split_feature=12 8 14 split_gain=64.0817 44.6361 14.4863 threshold=25.320000000000004 1.0000000180025095e-35 639.43500000000006 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018341777083865462 0.0020883370737174744 -0.0034048138082164903 0.0060582236928670777 leaf_weight=250.08286232128739 899.86975269019604 522.50340683013201 752.39430882036686 leaf_count=2972 9639 8207 6619 internal_value=0.00211404 6.18888e-05 0.00501097 internal_weight=2424.85 1422.37 1002.48 internal_count=27437 17846 9591 is_linear=0 shrinkage=0.0149828 Tree=86 num_leaves=4 num_cat=0 split_feature=32 15 7 split_gain=58.1999 22.9111 21.7396 threshold=0.27705000000000007 10.500000000000002 353.50000000000006 decision_type=10 10 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003722231291158869 0.0025225023824883615 0.0014402374558017375 0.0069253815396551951 leaf_weight=460.83902329206467 1326.9168499000371 323.87362822890282 314.35882391035557 leaf_count=6788 13932 3878 3072 internal_value=0.00177027 -0.00156886 0.00337586 internal_weight=2425.99 784.713 1641.28 internal_count=27670 10666 17004 is_linear=0 shrinkage=0.0149828 Tree=87 num_leaves=4 num_cat=0 split_feature=0 0 1 split_gain=5881.67 93.95 13.6883 threshold=32.500000000000007 26.500000000000004 1.0000000180025095e-35 decision_type=2 2 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016059704634748227 0.031803038499250542 0.0072803950462515671 0.036694497574595253 leaf_weight=1518.5555687695742 633.68177011609077 36.930794924497604 235.41535970568657 leaf_count=25054 1613 174 619 internal_value=0.00195425 -0.015468 0.0331238 internal_weight=2424.58 1555.49 869.097 internal_count=27460 25228 2232 is_linear=0 shrinkage=0.0149828 Tree=88 num_leaves=4 num_cat=0 split_feature=37 12 2 split_gain=61.0311 37.2381 18.7193 threshold=1.0000500000000001 337.43500000000006 1.0000000180025095e-35 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0051140041752549461 -0.00082227173692280052 0.0009561886539678617 -0.0071607912446829602 leaf_weight=940.86779889464378 303.31379277259111 1007.3258815594018 161.48585448041558 leaf_count=8579 4190 11691 3148 internal_value=0.00180418 0.00297055 -0.00304557 internal_weight=2412.99 1948.19 464.8 internal_count=27608 20270 7338 is_linear=0 shrinkage=0.0149828 Tree=89 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=5662.78 11.2578 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016030285723848913 0.026224390291142079 0.032335309773423103 leaf_weight=1507.4387681223452 100.21883843839169 787.81855219602585 leaf_count=25185 335 2015 internal_value=0.00162907 0.0315969 internal_weight=2395.48 888.037 internal_count=27535 2350 is_linear=0 shrinkage=0.0149828 Tree=90 num_leaves=4 num_cat=0 split_feature=14 5 21 split_gain=48.5392 47.1755 19.3337 threshold=1.0000000180025095e-35 0.73375000000000012 76.545000000000016 decision_type=10 8 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0071718579510449704 0.00039926424762557546 0.0048649948278701258 0.0015078603373384065 leaf_weight=169.50234038382769 1059.7047767266631 1072.3300682865083 81.42745278775692 leaf_count=3020 12397 10946 1003 internal_value=0.0019143 0.00265125 -0.00426364 internal_weight=2382.96 2132.03 250.93 internal_count=27366 23343 4023 is_linear=0 shrinkage=0.0149828 Tree=91 num_leaves=4 num_cat=0 split_feature=1 14 37 split_gain=71.8526 33.95 30.5026 threshold=1.0000000180025095e-35 639.43500000000006 1.0000500000000001 decision_type=8 10 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3297246781130452e-06 -1.2859092460870912e-06 0.0051581641699150055 -0.0067119655506481342 leaf_weight=369.09199628606439 671.35255739465356 1164.0643373578787 192.62632808834314 leaf_count=4455 8897 10244 3853 internal_value=0.00195536 0.00390297 -0.00148394 internal_weight=2397.14 1533.16 863.979 internal_count=27449 14699 12750 is_linear=0 shrinkage=0.0149828 Tree=92 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=5578.37 11.6522 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016017280642076737 0.025696000446357409 0.03164246883115214 leaf_weight=1482.0404632762074 108.8495932072401 810.74463891983032 leaf_count=25048 357 2069 internal_value=0.00194738 0.0308932 internal_weight=2401.63 919.594 internal_count=27474 2426 is_linear=0 shrinkage=0.0149828 Tree=93 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=5478.71 10.8011 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016000836430361657 0.025461812128718436 0.03125452494344743 leaf_weight=1467.2416953928769 108.10867777466774 814.50454965233803 leaf_count=25128 354 2077 internal_value=0.00196554 0.030532 internal_weight=2389.85 922.613 internal_count=27559 2431 is_linear=0 shrinkage=0.0149828 Tree=94 num_leaves=4 num_cat=0 split_feature=37 25 25 split_gain=55.1395 34.0786 20.2821 threshold=1.0000500000000001 1.0000000180025095e-35 0.045050000000000007 decision_type=8 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0082264324626423815 -0.0050701148493277658 0.0021253483092021869 0.0016928210594242337 leaf_weight=233.86186982318759 310.27005503699183 1666.6816601790488 140.57811467722058 leaf_count=1869 5452 18168 1911 internal_value=0.00176669 0.00288674 -0.00291521 internal_weight=2351.39 1900.54 450.848 internal_count=27400 20037 7363 is_linear=0 shrinkage=0.0149828 Tree=95 num_leaves=4 num_cat=0 split_feature=38 17 31 split_gain=55.7942 22.227 16.2914 threshold=1.0000000180025095e-35 28.525000000000002 46.815000000000005 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022717957378085166 -0.0069724781244262781 0.0033416887950987115 -0.00090280169116543571 leaf_weight=168.28235457092524 154.15232859551907 1747.4084968417883 286.87020246312022 leaf_count=2296 2962 18060 4201 internal_value=0.00172872 0.00283751 -0.00304669 internal_weight=2356.71 1915.69 441.023 internal_count=27519 20356 7163 is_linear=0 shrinkage=0.0149828 Tree=96 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=5258.16 14.417 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015988570862913252 0.024088779099265257 0.030593922214745727 leaf_weight=1450.8611906841397 103.91265209019184 811.41845840215683 leaf_count=25145 340 2067 internal_value=0.00172931 0.0298083 internal_weight=2366.19 915.331 internal_count=27552 2407 is_linear=0 shrinkage=0.0149828 Tree=97 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=5101.08 12.9359 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015971184694725804 0.024045753979065762 0.030160783896187527 leaf_weight=1430.7982342839241 109.27369710803032 798.07646805047989 leaf_count=25161 356 2033 internal_value=0.00162964 0.0293799 internal_weight=2338.15 907.35 internal_count=27550 2389 is_linear=0 shrinkage=0.0149828 Tree=98 num_leaves=4 num_cat=0 split_feature=37 1 1 split_gain=48.5917 28.3614 14.0564 threshold=1.0000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=8 10 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041007815695971415 -0.00043013289524572522 0.00022207835116673313 -0.0058916472349937526 leaf_weight=1226.1210018880665 254.41275463998318 653.54580149799585 185.04011970385909 leaf_count=11285 3460 8864 3868 internal_value=0.00170635 0.00275764 -0.00275032 internal_weight=2319.12 1879.67 439.453 internal_count=27477 20149 7328 is_linear=0 shrinkage=0.0149828 Tree=99 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=4992.1 76.7209 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015973499853577187 0.029877538405834486 0.0046230606148219139 leaf_weight=1404.750850494951 876.93847468495369 38.966962531208992 leaf_count=25010 2235 172 internal_value=0.00172367 -0.0153813 internal_weight=2320.66 1443.72 internal_count=27417 25182 is_linear=0 shrinkage=0.0149828 Tree=100 num_leaves=4 num_cat=0 split_feature=1 6 38 split_gain=55.7468 45.0462 22.5247 threshold=1.0000000180025095e-35 3121.2400000000002 1.0000000180025095e-35 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020675037811479064 -1.6116787675854574e-05 0.0082551458504141074 -0.0060332551287966838 leaf_weight=1137.0246030390263 644.76826967298985 344.53896584734321 177.37815672159195 leaf_count=12125 8909 2626 3774 internal_value=0.00178157 0.00351841 -0.00133092 internal_weight=2303.71 1481.56 822.146 internal_count=27434 14751 12683 is_linear=0 shrinkage=0.0149828 Tree=101 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=4798.63 81.7217 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015959609411237249 0.029388094765740488 0.0050429919922806848 leaf_weight=1396.19184916839 857.64265006780624 40.077308550477028 leaf_count=25184 2188 176 internal_value=0.00138682 -0.0153375 internal_weight=2293.91 1436.27 internal_count=27548 25360 is_linear=0 shrinkage=0.0149828 Tree=102 num_leaves=4 num_cat=0 split_feature=1 6 12 split_gain=43.1644 34.1943 27.788 threshold=1.0000000180025095e-35 1682.9800000000002 1.0000000180025095e-35 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013203809367826401 0.0023447235282805074 0.0060079125762442388 -0.0032960222841367632 leaf_weight=874.77599429711699 318.17023187875748 587.61008329316974 497.20135904848576 leaf_count=9709 3802 5016 8864 internal_value=0.00167241 0.00321314 -0.00107368 internal_weight=2277.76 1462.39 815.372 internal_count=27391 14725 12666 is_linear=0 shrinkage=0.0149828 Tree=103 num_leaves=4 num_cat=0 split_feature=1 12 14 split_gain=54.2386 35.8822 22.2348 threshold=1.0000000180025095e-35 1.0000000180025095e-35 952.59500000000014 decision_type=8 8 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050930937828268599 0.0022526739160817714 -0.004170878830889087 0.004496686573974641 leaf_weight=469.05361631140113 318.87751014903188 489.36993362382054 981.96127627417445 leaf_count=5690 3817 8914 8905 internal_value=0.00148016 -0.00161472 0.00321397 internal_weight=2259.26 808.247 1451.01 internal_count=27326 12731 14595 is_linear=0 shrinkage=0.0149828 Tree=104 num_leaves=4 num_cat=0 split_feature=1 14 5 split_gain=48.8905 23.2016 19.6492 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.71715000000000007 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012909711159416169 -0.0086690731578206968 -0.00045576337458505235 0.0047947316022890216 leaf_weight=661.97920536622405 84.731663810089231 728.31080323830247 811.55207096412778 leaf_count=7120 1889 10867 7620 internal_value=0.00159991 -0.00133363 0.0032282 internal_weight=2286.57 813.042 1473.53 internal_count=27496 12756 14740 is_linear=0 shrinkage=0.0149828 Tree=105 num_leaves=4 num_cat=0 split_feature=0 0 1 split_gain=4638.32 80.2396 8.37265 threshold=32.500000000000007 26.500000000000004 1.0000000180025095e-35 decision_type=2 2 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015948460617959886 0.027809477761987677 0.0048081782379186455 0.031887690788664588 leaf_weight=1376.0173339191824 621.64153903722763 40.331695005297661 227.56566724181175 leaf_count=25132 1590 176 581 internal_value=0.00125732 -0.0153214 0.0289023 internal_weight=2265.56 1416.35 849.207 internal_count=27479 25308 2171 is_linear=0 shrinkage=0.0149828 Tree=106 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=4662.8 71.4372 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015932927308173299 0.028516105258484001 0.0036163623699018281 leaf_weight=1358.5535385832191 887.23466131091118 40.436153456568718 leaf_count=25174 2271 178 internal_value=0.00168583 -0.0153321 internal_weight=2286.22 1398.99 internal_count=27623 25352 is_linear=0 shrinkage=0.0149828 Tree=107 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=4458 84.2324 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015918552016241174 0.0281914392756865 0.0050466445227923904 leaf_weight=1338.6260420810431 857.33559414744377 41.719305574893951 leaf_count=25123 2198 181 internal_value=0.00139655 -0.0152483 internal_weight=2237.68 1380.35 internal_count=27502 25304 is_linear=0 shrinkage=0.0149828 Tree=108 num_leaves=4 num_cat=0 split_feature=14 7 26 split_gain=30.5803 27.3415 14.0873 threshold=1.0000000180025095e-35 237.50000000000003 1.5000000000000002 decision_type=10 8 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00083472993778836344 0.0010284781949380852 0.0049806507614126123 -0.0087009127295148963 leaf_weight=144.82478668913245 1475.4414095282555 538.84485756233335 80.154455743730068 leaf_count=2275 17651 6010 1701 internal_value=0.00150453 0.00209348 -0.00368267 internal_weight=2239.27 2014.29 224.979 internal_count=27637 23661 3976 is_linear=0 shrinkage=0.0149828 Tree=109 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=4434.49 64.9773 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01590473155616497 0.027760019780728319 0.0032953155198307896 leaf_weight=1318.9429806675762 882.23283466696739 37.941136136651039 leaf_count=25087 2268 166 internal_value=0.00164762 -0.0153318 internal_weight=2239.12 1356.88 internal_count=27521 25253 is_linear=0 shrinkage=0.0149828 Tree=110 num_leaves=4 num_cat=0 split_feature=8 2 7 split_gain=30.1481 27.1418 19.4432 threshold=1.0000000180025095e-35 5.5000000000000009 25.500000000000004 decision_type=10 10 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.8119573714734354e-06 -0.0019200025999428793 0.0058032980886031527 0.0039359994889634825 leaf_weight=396.15107871964574 705.93144564516842 116.61431190930307 985.77763118222356 leaf_count=4751 11362 1256 10118 internal_value=0.00145769 -0.000797915 0.00281012 internal_weight=2204.47 822.546 1381.93 internal_count=27487 12618 14869 is_linear=0 shrinkage=0.0149828 Tree=111 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=4278.14 13.1369 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01587628335821014 0.021223000537267472 0.027205205221906021 leaf_weight=1299.0839882567525 112.57373808324337 797.65608194470406 leaf_count=25008 357 2059 internal_value=0.00155218 0.026427 internal_weight=2209.31 910.23 internal_count=27424 2416 is_linear=0 shrinkage=0.0149828 Tree=112 num_leaves=4 num_cat=0 split_feature=37 25 8 split_gain=33.3708 22.2034 15.1632 threshold=1.0000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=8 8 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066930392861138787 -0.00021908309442620157 0.0016062260436815303 -0.0062067299202461651 leaf_weight=219.97426614910364 257.26402638852596 1546.9275801070035 152.349793151021 leaf_count=1893 3842 18212 3501 internal_value=0.00135366 0.00225007 -0.00247228 internal_weight=2176.52 1766.9 409.614 internal_count=27448 20105 7343 is_linear=0 shrinkage=0.0149828 Tree=113 num_leaves=4 num_cat=0 split_feature=12 5 14 split_gain=41.9387 34.1327 9.66047 threshold=1.0000000180025095e-35 0.71715000000000007 952.59500000000014 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015623290945804462 -0.0031148700486795617 0.0017762864994514348 0.0050385871136089623 leaf_weight=268.40433356165886 541.89851859770715 774.1935585513711 610.01943317055702 leaf_count=3334 8470 10127 5642 internal_value=0.0014542 -0.000227449 0.00398616 internal_weight=2194.52 1316.09 878.424 internal_count=27573 18597 8976 is_linear=0 shrinkage=0.0149828 Tree=114 num_leaves=4 num_cat=0 split_feature=3 32 17 split_gain=25.459 20.9592 14.0783 threshold=6050.0000000000009 0.093850000000000003 56.405000000000008 decision_type=10 8 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017224199622892275 -0.00497461460572865 0.0030569589724699876 0.00023929605558986876 leaf_weight=234.21143022179604 166.33901261724532 1432.8684823494405 357.47130247950554 leaf_count=3917 2766 16452 4333 internal_value=0.00146708 0.0023745 -0.00139187 internal_weight=2190.89 1667.08 523.81 internal_count=27468 20369 7099 is_linear=0 shrinkage=0.0149828 Tree=115 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=4193.64 13.4936 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015865298180032874 0.020880718031976601 0.026854909577106897 leaf_weight=1282.7778228651732 115.31412497162819 799.63081899285316 leaf_count=24979 368 2072 internal_value=0.00159005 0.0260645 internal_weight=2197.72 914.945 internal_count=27419 2440 is_linear=0 shrinkage=0.0149828 Tree=116 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=4077.25 75.498 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015866366472025779 0.026697931484333699 0.0045678791352182484 leaf_weight=1272.2897918447852 860.31921112537384 39.239813625812531 leaf_count=25147 2234 166 internal_value=0.00138627 -0.015218 internal_weight=2171.85 1311.53 internal_count=27547 25313 is_linear=0 shrinkage=0.0149828 Tree=117 num_leaves=4 num_cat=0 split_feature=37 14 21 split_gain=35.3818 19.0247 18.1257 threshold=1.1060000000000003 4788.1250000000009 28.205000000000002 decision_type=8 10 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012003197571353471 -0.010160552548585272 0.0047048716020159998 -0.0013696748038697908 leaf_weight=1288.5983478352427 63.110468516126275 481.59886607900262 304.05856879986823 leaf_count=15809 1597 4809 5225 internal_value=0.0012807 0.00216221 -0.00292227 internal_weight=2137.37 1770.2 367.169 internal_count=27440 20618 6822 is_linear=0 shrinkage=0.0149828 Tree=118 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=4031.55 70.119 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015853443619655381 0.026368047056290027 0.0034396696870892954 leaf_weight=1253.5804280042648 875.26293513178825 40.996889024972916 leaf_count=25098 2282 174 internal_value=0.00156398 -0.015206 internal_weight=2169.84 1294.58 internal_count=27554 25272 is_linear=0 shrinkage=0.0149828 Tree=119 num_leaves=4 num_cat=0 split_feature=37 25 3 split_gain=44.6905 24.4649 15.3491 threshold=1.0000500000000001 1.0000000180025095e-35 4410.0000000000009 decision_type=8 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068906291467622375 -0.00096974368698863657 0.001500444806085929 -0.0071723673294385362 leaf_weight=215.53871392086148 227.97816516086459 1516.980783957988 151.37347539141774 leaf_count=1864 4103 18325 3158 internal_value=0.00115811 0.00218186 -0.00347082 internal_weight=2111.87 1732.52 379.352 internal_count=27450 20189 7261 is_linear=0 shrinkage=0.0149828 Tree=120 num_leaves=4 num_cat=0 split_feature=1 6 3 split_gain=32.4745 23.8018 21.9701 threshold=1.0000000180025095e-35 1682.9800000000002 4050.0000000000005 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013312624969226115 0.0010698806052094709 0.0053790065612477527 -0.0041350241099995053 leaf_weight=832.88873749226332 472.65734981000423 544.40203291922808 290.93973406776786 leaf_count=9800 7423 4925 5343 internal_value=0.00156627 0.00294103 -0.000895285 internal_weight=2140.89 1377.29 763.597 internal_count=27491 14725 12766 is_linear=0 shrinkage=0.0149828 Tree=121 num_leaves=4 num_cat=0 split_feature=37 14 23 split_gain=37.0104 20.0172 11.5241 threshold=1.0321500000000003 6654.1350000000011 13799.970000000003 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013963740769617813 -0.0045605976960000957 0.0053979176400122675 0.0011770720879354696 leaf_weight=1401.9608488548547 273.95420628972352 353.42333202250302 103.7257102932781 leaf_count=17002 5484 3346 1674 internal_value=0.0012923 0.00221127 -0.00293336 internal_weight=2133.06 1755.38 377.68 internal_count=27506 20348 7158 is_linear=0 shrinkage=0.0149828 Tree=122 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3896.56 10.6164 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015829032574929392 0.020366430817107196 0.025882782369863359 leaf_weight=1243.3999077100307 111.16820360720158 780.39046201109886 leaf_count=25181 348 2049 internal_value=0.00128712 0.0251604 internal_weight=2134.96 891.559 internal_count=27578 2397 is_linear=0 shrinkage=0.0149828 Tree=123 num_leaves=4 num_cat=0 split_feature=1 12 12 split_gain=35.2555 21.196 14.6654 threshold=1.0000000180025095e-35 1.0000000180025095e-35 237.68000000000004 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004374655281272284 0.0016649180974627423 -0.003428877769976676 0.0012261154831305109 leaf_weight=623.95113408192992 303.65295101515949 448.07110374979675 735.81089667603374 leaf_count=5990 3920 8938 8713 internal_value=0.00123878 -0.00134952 0.00267997 internal_weight=2111.49 751.724 1359.76 internal_count=27561 12858 14703 is_linear=0 shrinkage=0.0149828 Tree=124 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3804.37 54.039 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015831901556577016 0.025759339707137698 0.00079445981151823723 leaf_weight=1224.814599012956 844.15613052248955 42.46759295463562 leaf_count=25145 2222 180 internal_value=0.0011511 -0.0152407 internal_weight=2111.44 1267.28 internal_count=27547 25325 is_linear=0 shrinkage=0.0149828 Tree=125 num_leaves=4 num_cat=0 split_feature=31 5 4 split_gain=21.8342 20.6105 12.7732 threshold=32.760000000000012 0.61555000000000015 180500.00000000003 decision_type=10 10 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083462098607707644 -0.0005371837022749204 0.0029672810591691852 -0.0049005282660854179 leaf_weight=155.28891432285309 534.97855777107179 1214.0692662037909 184.96027112938464 leaf_count=2314 7317 14509 3410 internal_value=0.00120778 0.00188685 -0.00223491 internal_weight=2089.3 1749.05 340.249 internal_count=27550 21826 5724 is_linear=0 shrinkage=0.0149828 Tree=126 num_leaves=4 num_cat=0 split_feature=12 33 2 split_gain=30.7395 21.1743 10.9718 threshold=237.68000000000004 2.5000000000000004 6.5000000000000009 decision_type=10 10 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028302800907859444 -0.0042448997001397117 0.00078172418391526206 0.0082778231798553061 leaf_weight=877.26484104804695 235.06556651368737 897.50012676790357 92.312509749084711 leaf_count=10032 4376 12313 801 internal_value=0.00141211 -0.000252246 0.00336843 internal_weight=2102.14 1132.57 969.577 internal_count=27522 16689 10833 is_linear=0 shrinkage=0.0149828 Tree=127 num_leaves=4 num_cat=0 split_feature=1 22 12 split_gain=29.4844 17.0349 16.9401 threshold=1.0000000180025095e-35 850.50000000000011 1095.2300000000002 decision_type=8 8 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017930237682773581 0.00069882426073719292 0.0059104647737775141 -0.0039415992464623632 leaf_weight=1069.3010346032679 467.98832653835416 289.26550082117319 277.7378868944943 leaf_count=12146 7068 2613 5686 internal_value=0.00136634 0.00268155 -0.00101118 internal_weight=2104.29 1358.57 745.726 internal_count=27513 14759 12754 is_linear=0 shrinkage=0.0149828 Tree=128 num_leaves=3 num_cat=0 split_feature=12 37 split_gain=31.7812 23.1156 threshold=1.0000000180025095e-35 1.4250500000000004 decision_type=8 8 left_child=-1 -2 right_child=1 -3 leaf_value=0.0035653190768199982 0.00069613870727519317 -0.0048220722949258044 leaf_weight=846.3360909242183 1056.8756718654186 200.50552082434297 leaf_count=8924 14313 4267 internal_value=0.00132359 -0.000176413 internal_weight=2103.72 1257.38 internal_count=27504 18580 is_linear=0 shrinkage=0.0149828 Tree=129 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3728.47 61.1656 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015824008206578113 0.025463819732532519 0.0022682402886558353 leaf_weight=1212.3610579445958 845.25383830070496 40.61141936480999 leaf_count=25136 2238 170 internal_value=0.0011795 -0.0152021 internal_weight=2098.23 1252.97 internal_count=27544 25306 is_linear=0 shrinkage=0.0149828 Tree=130 num_leaves=4 num_cat=0 split_feature=37 21 5 split_gain=23.4319 16.581 15.8383 threshold=1.1433500000000001 28.205000000000002 0.81025000000000014 decision_type=8 10 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00092237427126552187 -0.0093773142943004376 -0.00075839140395196961 0.0039789857846158237 leaf_weight=1156.2248803973198 59.993938582018018 285.54392297379673 575.86525723338127 leaf_count=14503 1604 5068 6293 internal_value=0.00123256 -0.00230004 0.00194676 internal_weight=2077.63 345.538 1732.09 internal_count=27468 6672 20796 is_linear=0 shrinkage=0.0149828 Tree=131 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3606.04 65.028 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015809584833933313 0.025132843290752709 0.0028518812342676635 leaf_weight=1191.7072610091418 833.78363174200058 40.690012201666832 leaf_count=25093 2221 170 internal_value=0.00110078 -0.0151574 internal_weight=2066.18 1232.4 internal_count=27484 25263 is_linear=0 shrinkage=0.0149828 Tree=132 num_leaves=4 num_cat=0 split_feature=1 12 14 split_gain=23.9453 17.6128 14.6346 threshold=1.0000000180025095e-35 1.0000000180025095e-35 639.43500000000006 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034991015510849554 0.0018295599232153342 -0.0028838798806167308 0.0032809323002276742 leaf_weight=319.35080845840275 294.51608698628843 436.17091536149383 1012.9222249612212 leaf_count=4518 3840 8902 10341 internal_value=0.00120134 -0.00096236 0.00239831 internal_weight=2062.96 730.687 1332.27 internal_count=27601 12742 14859 is_linear=0 shrinkage=0.0149828 Tree=133 num_leaves=4 num_cat=0 split_feature=37 7 23 split_gain=21.162 16.2491 12.366 threshold=1.0000500000000001 237.50000000000003 31000.500000000004 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00091057165762376956 -0.0030272796100688404 0.0043261586328592729 0.0057805942848916927 leaf_weight=1244.0950435176492 344.02198848128319 421.61563442274928 37.186458829790354 leaf_count=15408 6888 4727 499 internal_value=0.00105174 0.00178418 -0.00210706 internal_weight=2046.92 1665.71 381.208 internal_count=27522 20135 7387 is_linear=0 shrinkage=0.0149828 Tree=134 num_leaves=4 num_cat=0 split_feature=37 6 23 split_gain=24.7304 16.7749 9.89341 threshold=1.4250500000000004 4632.0750000000016 31000.500000000004 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00092634719912654652 -0.0040667255774322437 0.0046053113567552702 0.0047999879551756308 leaf_weight=1408.6027350593358 253.72994275391102 348.74738338589668 28.730690782889724 leaf_count=17839 5332 3820 406 internal_value=0.000999735 0.0016655 -0.00308108 internal_weight=2039.81 1757.35 282.461 internal_count=27397 21659 5738 is_linear=0 shrinkage=0.0149828 Tree=135 num_leaves=4 num_cat=0 split_feature=37 5 26 split_gain=30.3975 18.1638 11.294 threshold=1.1060000000000003 0.81025000000000014 2.5000000000000004 decision_type=8 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083056632452973363 -0.0011381414645748147 0.0040968035602114653 -0.0071834678697110356 leaf_weight=1135.6697643212974 245.87320543453097 583.38464451767504 98.620175823569298 leaf_count=14313 4428 6369 2463 internal_value=0.00112921 0.00194719 -0.00290326 internal_weight=2063.55 1719.05 344.493 internal_count=27573 20682 6891 is_linear=0 shrinkage=0.0149828 Tree=136 num_leaves=4 num_cat=0 split_feature=31 37 8 split_gain=21.4301 12.2491 10.9892 threshold=50.57500000000001 1.0321500000000003 1.0000000180025095e-35 decision_type=8 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011287224270698796 0.0029201398508577371 -0.0050590105761558219 0.00020698985532502457 leaf_weight=420.11974548920989 932.5067878253758 153.89006859064102 536.3069335501641 leaf_count=5856 9940 3552 8108 internal_value=0.000974843 -0.00146206 0.00193707 internal_weight=2042.82 574.01 1468.81 internal_count=27456 9408 18048 is_linear=0 shrinkage=0.0149828 Tree=137 num_leaves=4 num_cat=0 split_feature=6 31 2 split_gain=25.9918 22.0656 8.09134 threshold=4632.0750000000016 38.025000000000013 1.0000000180025095e-35 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0035075837931755334 0.0064486318591311176 0.00093584360560989665 0.0020702631987513259 leaf_weight=305.93798683397472 206.22728656232357 1338.362454527989 191.92928512208164 leaf_count=5456 1822 17331 2846 internal_value=0.00093894 9.95803e-05 0.00436323 internal_weight=2042.46 1644.3 398.157 internal_count=27455 22787 4668 is_linear=0 shrinkage=0.0149828 Tree=138 num_leaves=3 num_cat=0 split_feature=12 14 split_gain=28.8498 24.6433 threshold=237.68000000000004 1.0000000180025095e-35 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.0029822130277646457 -0.0072698925897539245 0.00016141679878939197 leaf_weight=952.74665704742074 108.76192017458379 991.30833055265248 leaf_count=10849 2497 14128 internal_value=0.00107418 -0.000567435 internal_weight=2052.82 1100.07 internal_count=27474 16625 is_linear=0 shrinkage=0.0149828 Tree=139 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3550.98 73.5384 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015804955308193931 0.024850602328683292 0.003555583781532813 leaf_weight=1184.6831826996058 838.87644988298416 43.064477875828743 leaf_count=25174 2250 178 internal_value=0.00112224 -0.0150893 internal_weight=2066.62 1227.75 internal_count=27602 25352 is_linear=0 shrinkage=0.0149828 Tree=140 num_leaves=4 num_cat=0 split_feature=1 6 31 split_gain=23.7944 14.3649 12.6644 threshold=1.0000000180025095e-35 6043.2050000000008 65.27500000000002 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015638964617253905 -0.0034584312270962065 0.0061560930455997346 0.0005231345953404464 leaf_weight=1141.7935877926648 311.21326687932014 177.12559076398611 407.33565457165241 leaf_count=13341 6488 1480 6268 internal_value=0.000996705 0.002194 -0.00118177 internal_weight=2037.47 1318.92 718.549 internal_count=27577 14821 12756 is_linear=0 shrinkage=0.0149828 Tree=141 num_leaves=4 num_cat=0 split_feature=3 32 15 split_gain=21.0996 13.9846 10.0633 threshold=7300.0000000000009 0.093850000000000003 8.5000000000000018 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015313864342124694 -0.0058897114704146054 0.0024138936511056462 -0.0004130855897539984 leaf_weight=227.45817681215703 108.69264799542725 1455.1428430508822 250.54165337234735 leaf_count=4220 2000 17912 3400 internal_value=0.00116312 0.00187041 -0.00210513 internal_weight=2041.84 1682.6 359.234 internal_count=27532 22132 5400 is_linear=0 shrinkage=0.0149828 Tree=142 num_leaves=4 num_cat=0 split_feature=14 5 37 split_gain=22.502 19.6792 10.534 threshold=1222.0250000000003 0.63895000000000013 1.3637500000000002 decision_type=10 8 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0825979959935547e-05 -0.000331046087544093 0.0036222318974017762 -0.004031456639680942 leaf_weight=621.19940385781229 428.38016841374338 788.86813467182219 192.85291112400591 leaf_count=8591 5675 8932 4224 internal_value=0.000927059 0.00221848 -0.000987649 internal_weight=2031.3 1217.25 814.052 internal_count=27422 14607 12815 is_linear=0 shrinkage=0.0149828 Tree=143 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3469.58 65.0568 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015796212739459928 0.024588546040994346 0.0023565832223725234 leaf_weight=1165.9062767121941 831.96467116475105 43.281648710370064 leaf_count=25021 2246 180 internal_value=0.00106973 -0.0151106 internal_weight=2041.15 1209.19 internal_count=27447 25201 is_linear=0 shrinkage=0.0149828 Tree=144 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3390.02 64.2456 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015782684911906434 0.02434180757105683 0.0028592115492689272 leaf_weight=1144.5512785166502 828.52818369865417 40.351734533905983 leaf_count=24931 2251 167 internal_value=0.00112266 -0.0151111 internal_weight=2013.43 1184.9 internal_count=27349 25098 is_linear=0 shrinkage=0.0149828 Tree=145 num_leaves=4 num_cat=0 split_feature=6 32 2 split_gain=20.9889 17.7876 15.063 threshold=4632.0750000000016 0.27705000000000007 1.0000000180025095e-35 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022366878929796748 0.0067546352089460056 0.0011679503095828137 0.0007677296034219657 leaf_weight=496.45298618264496 206.35168811492622 1108.1025358960032 179.19430317915976 leaf_count=8721 1834 14130 2838 internal_value=0.000868219 0.000106058 0.00399777 internal_weight=1990.1 1604.56 385.546 internal_count=27523 22851 4672 is_linear=0 shrinkage=0.0149828 Tree=146 num_leaves=4 num_cat=0 split_feature=37 26 2 split_gain=18.2079 13.5661 11.2473 threshold=1.0000500000000001 7.5000000000000009 7.5000000000000009 decision_type=8 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012088009809257392 -0.00067018916479761822 -0.0078651245210275764 0.0066533434149952221 leaf_weight=1532.1816260870546 288.0086985193193 73.740561233833432 88.914995074272156 leaf_count=19240 5371 1982 830 internal_value=0.000837296 -0.00217733 0.00151972 internal_weight=1982.85 361.749 1621.1 internal_count=27423 7353 20070 is_linear=0 shrinkage=0.0149828 Tree=147 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3305.38 73.3291 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015770655723430949 0.02416778978145526 0.0033879146176908296 leaf_weight=1137.9070830754936 813.53338587284088 44.043345734477043 leaf_count=25141 2221 180 internal_value=0.0009552 -0.0150201 internal_weight=1995.48 1181.95 internal_count=27542 25321 is_linear=0 shrinkage=0.0149828 Tree=148 num_leaves=4 num_cat=0 split_feature=1 22 14 split_gain=25.6188 15.4401 11.2926 threshold=1.0000000180025095e-35 603.50000000000011 1.0000000180025095e-35 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093748858668410526 -0.0072439480358785528 0.0044586676111303281 -0.00082466062734725537 leaf_weight=870.70882568322122 67.435769140720367 417.75446321628988 621.75377463363111 leaf_count=10629 1892 4257 10826 internal_value=0.000839988 0.00209005 -0.00147683 internal_weight=1977.65 1288.46 689.19 internal_count=27604 14886 12718 is_linear=0 shrinkage=0.0149828 Tree=149 num_leaves=4 num_cat=0 split_feature=14 5 21 split_gain=22.134 22.8731 9.46328 threshold=1.0000000180025095e-35 0.78075000000000017 28.205000000000002 decision_type=10 8 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010405037986331528 -6.6467657820821536e-05 0.0033852139033984574 -0.0021845268273504429 leaf_weight=40.900017874315381 1054.1800954304636 717.26649950258434 145.2506759762764 leaf_count=1229 14871 8531 2776 internal_value=0.000802674 0.00132444 -0.00406302 internal_weight=1957.6 1771.45 186.151 internal_count=27407 23402 4005 is_linear=0 shrinkage=0.0149828 Tree=150 num_leaves=4 num_cat=0 split_feature=1 7 12 split_gain=22.5598 14.4865 9.91192 threshold=1.0000000180025095e-35 237.50000000000003 1.0000000180025095e-35 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013402110066796375 0.00098308270133070806 0.00529004496567889 -0.0026108409261733564 leaf_weight=1014.2655711323023 281.22325179353356 265.02105286158621 423.40188461355865 leaf_count=12282 3872 2476 8997 internal_value=0.000982858 0.00217089 -0.0011546 internal_weight=1983.91 1279.29 704.625 internal_count=27627 14758 12869 is_linear=0 shrinkage=0.0149828 Tree=151 num_leaves=4 num_cat=0 split_feature=32 5 38 split_gain=19.4126 14.9983 11.2294 threshold=0.27705000000000007 0.61555000000000015 1.0000000180025095e-35 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.482601170926935e-05 -0.00025521557861539826 0.0030531164027436412 -0.0046718923464207354 leaf_weight=455.94180825166404 449.19669215008616 918.36059039831161 157.25501941144466 leaf_count=6779 6131 10856 3761 internal_value=0.000959666 0.00195559 -0.00123847 internal_weight=1980.75 1367.56 613.197 internal_count=27527 16987 10540 is_linear=0 shrinkage=0.0149828 Tree=152 num_leaves=3 num_cat=0 split_feature=17 5 split_gain=19.5339 17.096 threshold=7.3850000000000007 0.71715000000000007 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0086070201675304946 -0.00047926663525278148 0.0023331576754960703 leaf_weight=45.698018928989768 892.54071846976876 1041.5954609867185 leaf_count=1097 13183 13351 internal_value=0.000793422 0.00102864 internal_weight=1979.83 1934.14 internal_count=27631 26534 is_linear=0 shrinkage=0.0149828 Tree=153 num_leaves=4 num_cat=0 split_feature=32 5 15 split_gain=17.0433 19.7907 8.55106 threshold=0.093850000000000003 0.73375000000000012 10.500000000000002 decision_type=10 8 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0045099978991449009 2.121919251002348e-06 0.0032068131750200299 0.00088267566501370922 leaf_weight=169.21272614598274 862.52000379748642 847.57196888513863 100.21089365147054 leaf_count=3707 12065 9995 1650 internal_value=0.00102711 0.00158316 -0.00244108 internal_weight=1979.52 1710.09 269.424 internal_count=27417 22060 5357 is_linear=0 shrinkage=0.0149828 Tree=154 num_leaves=4 num_cat=0 split_feature=38 5 31 split_gain=24.151 15.2111 8.77762 threshold=1.0000000180025095e-35 0.78075000000000017 46.815000000000005 decision_type=10 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036835250051949858 -0.0061873342898031147 0.0033317601808394715 -0.0010528242827950211 leaf_weight=969.30283560790122 112.86328749544919 658.37192556262016 237.08003305271268 leaf_count=12916 2908 7479 4229 internal_value=0.00080292 0.00157515 -0.0027422 internal_weight=1977.62 1627.67 349.943 internal_count=27532 20395 7137 is_linear=0 shrinkage=0.0149828 Tree=155 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3260.94 48.8888 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015764439755585693 0.023846936430670079 0.00016136283708246673 leaf_weight=1124.6720700506121 815.20899251103401 41.96267768740654 leaf_count=25111 2249 175 internal_value=0.000885299 -0.0151573 internal_weight=1981.84 1166.63 internal_count=27535 25286 is_linear=0 shrinkage=0.0149828 Tree=156 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3167.9 59.4676 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015752091172972993 0.023570005150662928 0.0022229182790237749 leaf_weight=1109.6627659797668 808.12748667597771 40.184278845787048 leaf_count=25125 2247 165 internal_value=0.00086617 -0.0150878 internal_weight=1957.97 1149.85 internal_count=27537 25290 is_linear=0 shrinkage=0.0149828 Tree=157 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3095.27 66.1547 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015739977858132349 0.02344445837275301 0.002860721379499177 leaf_weight=1096.9158518817276 795.72078064084053 42.023490220308304 leaf_count=25173 2223 172 internal_value=0.000800457 -0.0150171 internal_weight=1934.66 1138.94 internal_count=27568 25345 is_linear=0 shrinkage=0.0149828 Tree=158 num_leaves=3 num_cat=0 split_feature=12 22 split_gain=19.0028 14.3631 threshold=25.320000000000004 603.50000000000011 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.0026562129631052828 -0.0018544967441639871 0.0015693063667852607 leaf_weight=803.50641768611968 629.48937643691897 482.56321271695197 leaf_count=9549 10335 7627 internal_value=0.000901509 -0.00035579 internal_weight=1915.56 1112.05 internal_count=27511 17962 is_linear=0 shrinkage=0.0149828 Tree=159 num_leaves=3 num_cat=0 split_feature=3 8 split_gain=18.9006 15.8805 threshold=7300.0000000000009 1.0000000180025095e-35 decision_type=10 10 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025438902513617565 -0.0025483602872074457 -0.00052616413929338149 leaf_weight=978.98866991512477 331.83317424729466 603.40044979937375 leaf_count=11742 5398 10529 internal_value=0.00067777 0.00136439 internal_weight=1914.22 1582.39 internal_count=27669 22271 is_linear=0 shrinkage=0.0149828 Tree=160 num_leaves=4 num_cat=0 split_feature=1 22 2 split_gain=26.412 13.932 9.71296 threshold=1.0000000180025095e-35 603.50000000000011 6.5000000000000009 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009032680029381168 -0.0022640791443644128 0.0043067388589699612 0.0038290639142532258 leaf_weight=831.77182573825121 600.11660263501108 406.30804679729044 61.809697302058339 leaf_count=10432 11948 4228 763 internal_value=0.000736382 0.00203141 -0.00166474 internal_weight=1900.01 1238.08 661.926 internal_count=27371 14660 12711 is_linear=0 shrinkage=0.0149828 Tree=161 num_leaves=4 num_cat=0 split_feature=1 6 31 split_gain=19.8149 11.8734 10.7347 threshold=1.0000000180025095e-35 1371.4650000000001 72.02500000000002 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046468090327717753 -0.0032255111247727624 0.0034256114546119204 0.00051660594882488927 leaf_weight=658.96828400343657 335.25315601378679 578.65379198268056 339.77927499637008 leaf_count=8728 7404 5993 5390 internal_value=0.000729692 0.00185912 -0.00132068 internal_weight=1912.65 1237.62 675.032 internal_count=27515 14721 12794 is_linear=0 shrinkage=0.0149828 Tree=162 num_leaves=4 num_cat=0 split_feature=3 9 31 split_gain=15.8771 11.672 9.94725 threshold=7300.0000000000009 2300.8889000000004 54.965000000000011 decision_type=8 10 8 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019804989616524564 -0.0059388967180778749 0.0028210855392332146 -0.00040959074197524615 leaf_weight=893.56352392211556 108.64773833937943 675.14648738130927 229.13304358534515 leaf_count=13625 2251 8392 3173 internal_value=0.000696082 0.00133523 -0.00222603 internal_weight=1906.49 1568.71 337.781 internal_count=27441 22017 5424 is_linear=0 shrinkage=0.0149828 Tree=163 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3040.49 56.8733 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015730315523928191 0.023228573445811619 0.0013716619251477784 leaf_weight=1067.9625038783997 799.54378408193588 42.700644090771675 leaf_count=24847 2253 176 internal_value=0.000977821 -0.0150366 internal_weight=1910.21 1110.66 internal_count=27276 25023 is_linear=0 shrinkage=0.0149828 Tree=164 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2984.18 12.8773 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01570357532701773 0.016792121198901295 0.022897897082594206 leaf_weight=1069.2345031518489 101.03521378338337 728.06962037086487 leaf_count=25212 327 2078 internal_value=0.000813562 0.0221216 internal_weight=1898.34 829.105 internal_count=27617 2405 is_linear=0 shrinkage=0.0149828 Tree=165 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2953.12 47.3238 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015706802290735521 0.02283994803735858 0.00027982525104799125 leaf_weight=1053.7738326303661 792.93662378191948 40.337681770324707 leaf_count=25214 2269 166 internal_value=0.000850355 -0.0150823 internal_weight=1887.05 1094.11 internal_count=27649 25380 is_linear=0 shrinkage=0.0149828 Tree=166 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2850.77 14.8802 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015680365565923546 0.016322993940521838 0.022550901380799175 leaf_weight=1031.9124205019325 111.52136716246605 710.0659981071949 leaf_count=24994 360 2058 internal_value=0.000874116 0.0216747 internal_weight=1853.5 821.587 internal_count=27412 2418 is_linear=0 shrinkage=0.0149828 Tree=167 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2792.2 56.6252 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015684115181411315 0.022512285981911004 0.0010598003089701945 leaf_weight=1021.1053028702736 765.46448129415512 44.649712651968002 leaf_count=25108 2224 180 internal_value=0.000708973 -0.0149469 internal_weight=1831.22 1065.76 internal_count=27512 25288 is_linear=0 shrinkage=0.0149828 Tree=168 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2729.68 52.6588 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015672436965355356 0.022373928229002589 0.0004106060685306428 leaf_weight=1006.1450891364366 752.96876525878906 44.992371410131454 leaf_count=25107 2202 182 internal_value=0.00062592 -0.0149488 internal_weight=1804.11 1051.14 internal_count=27491 25289 is_linear=0 shrinkage=0.0149828 Tree=169 num_leaves=4 num_cat=0 split_feature=33 12 6 split_gain=14.035 14.8734 8.12537 threshold=2.5000000000000004 337.43500000000006 4632.0750000000016 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019351998540425898 0.00085869946231211566 -0.0047760237344624118 0.0036770511241247406 leaf_weight=118.06135746464133 1208.3333342652768 184.56113232299685 287.99492185004056 leaf_count=1741 17865 4299 3645 internal_value=0.000811241 -0.0021038 0.00141113 internal_weight=1798.95 302.622 1496.33 internal_count=27550 6040 21510 is_linear=0 shrinkage=0.0149828 Tree=170 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2673.75 55.5994 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015662106747476433 0.02215766015092599 0.0013594399176028618 leaf_weight=989.13072162494063 753.00215217471123 42.321302622556686 leaf_count=25017 2224 172 internal_value=0.000719112 -0.0149271 internal_weight=1784.45 1031.45 internal_count=27413 25189 is_linear=0 shrinkage=0.0149828 Tree=171 num_leaves=3 num_cat=0 split_feature=31 5 split_gain=14.0822 13.0524 threshold=46.815000000000005 0.61555000000000015 decision_type=8 8 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0015256468153149682 -0.00062379174364325381 0.0025402342517866234 leaf_weight=433.90718638338149 414.36657704412937 937.82002187892795 leaf_count=8490 6553 12597 internal_value=0.00080216 0.00155985 internal_weight=1786.09 1352.19 internal_count=27640 19150 is_linear=0 shrinkage=0.0149828 Tree=172 num_leaves=4 num_cat=0 split_feature=8 6 2 split_gain=15.024 10.8292 10.3797 threshold=1.0000000180025095e-35 809.5200000000001 7.5000000000000009 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002457218601925266 -0.0018254873595626715 0.0027826956351554568 0.0045434899314517555 leaf_weight=411.07371187023818 591.80941636115313 701.57671307772398 60.804359639063478 leaf_count=6417 11947 8464 703 internal_value=0.000588653 0.00165099 -0.00120191 internal_weight=1765.26 1112.65 652.614 internal_count=27531 14881 12650 is_linear=0 shrinkage=0.0149828 Tree=173 num_leaves=3 num_cat=0 split_feature=17 3 split_gain=15.0447 8.51265 threshold=28.525000000000002 7300.0000000000009 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0034875939656950879 0.0015481166433171723 -0.0013402168910300479 leaf_weight=180.23743076622486 1313.6384701430798 270.38226893357933 leaf_count=4083 19084 4407 internal_value=0.000572601 0.00104541 internal_weight=1764.26 1584.02 internal_count=27574 23491 is_linear=0 shrinkage=0.0149828 Tree=174 num_leaves=4 num_cat=0 split_feature=37 21 1 split_gain=13.8884 12.7252 8.05812 threshold=1.0000500000000001 28.205000000000002 1.0000000180025095e-35 decision_type=8 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021733102225893887 -0.0089875402753224545 -0.0007349400750892109 -0.00014006881352551865 leaf_weight=963.92017807811499 49.180118065327406 267.35349197126925 502.29443051666021 leaf_count=11343 1708 5650 8923 internal_value=0.00075205 -0.00206819 0.00137134 internal_weight=1782.75 316.534 1466.21 internal_count=27624 7358 20266 is_linear=0 shrinkage=0.0149828 Tree=175 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2654 57.3297 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015653269785740265 0.021984578507255974 0.0012714804914300592 leaf_weight=980.14276889525354 762.45241904258728 44.364693179726601 leaf_count=25117 2273 179 internal_value=0.000844034 -0.0148838 internal_weight=1786.96 1024.51 internal_count=27569 25296 is_linear=0 shrinkage=0.0149828 Tree=176 num_leaves=4 num_cat=0 split_feature=1 2 7 split_gain=12.8423 9.99028 9.64605 threshold=1.0000000180025095e-35 5.5000000000000009 287.50000000000006 decision_type=10 10 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00093887452346689301 -0.0018117958712481207 0.0038273449440353637 0.0045470893473151131 leaf_weight=930.37108117341995 540.13626475632191 78.176688224077225 204.51694541238248 leaf_count=12663 11723 1082 2107 internal_value=0.000652898 -0.00106909 0.00160296 internal_weight=1753.2 618.313 1134.89 internal_count=27575 12805 14770 is_linear=0 shrinkage=0.0149828 Tree=177 num_leaves=4 num_cat=0 split_feature=1 6 3 split_gain=15.1948 10.2689 10.1883 threshold=1.0000000180025095e-35 809.5200000000001 3650.0000000000005 decision_type=10 8 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016684542500158231 0.00060113674795829225 0.0027503771139115699 -0.0032251492999974618 leaf_weight=415.40367124974728 315.71392892487347 728.41379321366549 297.63936350867152 leaf_count=6298 6065 8545 6697 internal_value=0.000654468 0.00167844 -0.00123291 internal_weight=1757.17 1143.82 613.353 internal_count=27605 14843 12762 is_linear=0 shrinkage=0.0149828 Tree=178 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2582.64 39.5831 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015644151277497544 0.021822707055517778 -0.00062426489988563999 leaf_weight=962.05504727177322 740.6941015124321 41.738994494080544 leaf_count=25000 2228 171 internal_value=0.00062596 -0.0150096 internal_weight=1744.49 1003.79 internal_count=27399 25171 is_linear=0 shrinkage=0.0149828 Tree=179 num_leaves=3 num_cat=0 split_feature=3 5 split_gain=15.8733 9.0928 threshold=7300.0000000000009 0.71715000000000007 decision_type=10 8 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011735029071653246 -0.0022313877944867663 0.0025393081351327571 leaf_weight=616.55595201253891 303.54692290537059 828.47212386876345 leaf_count=10171 5436 12029 internal_value=0.000855178 0.0015143 internal_weight=1748.57 1445.03 internal_count=27636 22200 is_linear=0 shrinkage=0.0149828 Tree=180 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2551.84 14.4204 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015618317724528688 0.015432712747022093 0.021579742369174287 leaf_weight=958.94074188172817 111.50631274282932 679.6516247689724 leaf_count=25247 366 2076 internal_value=0.000788906 0.0206858 internal_weight=1750.1 791.158 internal_count=27689 2442 is_linear=0 shrinkage=0.0149828 Tree=181 num_leaves=4 num_cat=0 split_feature=2 2 6 split_gain=11.8194 15.1705 11.9539 threshold=1.0000000180025095e-35 5.5000000000000009 1866.5150000000001 decision_type=10 10 8 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021558211528860199 -0.0022043952951412869 0.0036961017010680819 0.0035475717022040404 leaf_weight=667.83648119308054 532.6682900916785 116.62989328615367 383.87493798136711 leaf_count=10461 11028 1501 4488 internal_value=0.000459008 -0.00111691 0.00144458 internal_weight=1701.01 649.298 1051.71 internal_count=27478 12529 14949 is_linear=0 shrinkage=0.0149828 Tree=182 num_leaves=3 num_cat=0 split_feature=3 14 split_gain=13.9086 8.86537 threshold=7300.0000000000009 4788.1250000000009 decision_type=10 8 left_child=1 -1 right_child=-2 -3 leaf_value=0.0007338479533706946 -0.0021720116213934243 0.0036425139236217568 leaf_weight=1110.4138685651124 298.09315979667008 302.78792441636324 leaf_count=18192 5415 3852 internal_value=0.000741932 0.00136745 internal_weight=1711.29 1413.2 internal_count=27459 22044 is_linear=0 shrinkage=0.0149828 Tree=183 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=11.7758 19.8775 threshold=5.5000000000000009 1.0000000180025095e-35 decision_type=8 10 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015583305497430873 0.0051677045969905043 -0.0019678251132453852 leaf_weight=1067.0451588071883 122.43599851988256 536.29997815005481 leaf_count=15013 1512 11077 internal_value=0.000721194 0.000370328 internal_weight=1725.78 1603.35 internal_count=27602 26090 is_linear=0 shrinkage=0.0149828 Tree=184 num_leaves=3 num_cat=0 split_feature=31 5 split_gain=13.3767 8.18421 threshold=32.760000000000012 0.61555000000000015 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0022623447202011686 -0.00028512653794578706 0.0021419433936983364 leaf_weight=260.06817566789687 435.72384766116738 1012.0230425670743 leaf_count=5591 7233 14499 internal_value=0.000834646 0.00140178 internal_weight=1707.82 1447.75 internal_count=27323 21732 is_linear=0 shrinkage=0.0149828 Tree=185 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2478.18 55.4278 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015627060155167474 0.021585436254480905 0.00098594006867359354 leaf_weight=943.8601106647402 724.67603495717049 44.619652852416039 leaf_count=25115 2215 179 internal_value=0.00056457 -0.0148408 internal_weight=1713.16 988.48 internal_count=27509 25294 is_linear=0 shrinkage=0.0149828 Tree=186 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2427.61 61.032 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015614101673419039 0.021434878667499446 0.0017899082117282604 leaf_weight=924.0295996889472 724.79941853880882 44.9621671885252 leaf_count=25013 2238 179 internal_value=0.000719724 -0.014769 internal_weight=1693.79 968.992 internal_count=27430 25192 is_linear=0 shrinkage=0.0149828 Tree=187 num_leaves=4 num_cat=0 split_feature=5 17 12 split_gain=10.8232 9.44141 8.38869 threshold=0.61555000000000015 7.3850000000000007 1.0000000180025095e-35 decision_type=8 8 10 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00088157800345741984 -0.0066519811497532172 0.0017753117983624965 -0.0030020920311938561 leaf_weight=239.3454497884959 27.792906729504466 1170.5782773923129 249.04390354081988 leaf_count=3461 813 18024 5320 internal_value=0.000790656 0.00156047 -0.00106999 internal_weight=1686.76 1198.37 488.389 internal_count=27618 18837 8781 is_linear=0 shrinkage=0.0149828 Tree=188 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2391.28 50.0722 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015604650817202385 0.021277833814474536 0.00034680726507002629 leaf_weight=915.68156141322106 717.01332771778107 43.620385631918907 leaf_count=25129 2235 175 internal_value=0.00060344 -0.014843 internal_weight=1676.32 959.302 internal_count=27539 25304 is_linear=0 shrinkage=0.0149828 Tree=189 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2351.99 48.9349 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015594929199982021 0.021109250777474765 2.7474514915654662e-05 leaf_weight=898.36103757843375 718.85797117650509 44.543735638260841 leaf_count=25004 2266 180 internal_value=0.000718435 -0.0148204 internal_weight=1661.76 942.905 internal_count=27450 25184 is_linear=0 shrinkage=0.0149828 Tree=190 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2299.64 33.5741 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015585307808441275 0.021000610757140506 -0.0018128901227928216 leaf_weight=887.9571683164686 696.73923929035664 42.780866742134094 leaf_count=25044 2212 175 internal_value=0.00044 -0.0149447 internal_weight=1627.48 930.738 internal_count=27431 25219 is_linear=0 shrinkage=0.0149828 Tree=191 num_leaves=2 num_cat=0 split_feature=31 split_gain=10.1673 threshold=42.545000000000009 decision_type=8 left_child=-1 right_child=-2 leaf_value=-0.0014612643966110147 0.0014167521851809394 leaf_weight=344.95603641681373 1279.9693394917995 leaf_count=7503 19965 internal_value=0.00079689 internal_weight=1624.93 internal_count=27468 is_linear=0 shrinkage=0.0149828 Tree=192 num_leaves=3 num_cat=0 split_feature=12 17 split_gain=12.1148 9.99757 threshold=237.68000000000004 34.935000000000009 decision_type=10 8 left_child=-1 -2 right_child=1 -3 leaf_value=0.0020843362241207931 -0.0038165177625653544 0.00025999993252146116 leaf_weight=753.45794543810189 164.31160147953779 696.94422341510653 leaf_count=10791 4209 12346 internal_value=0.000695536 -0.000505207 internal_weight=1614.71 861.256 internal_count=27346 16555 is_linear=0 shrinkage=0.0149828 Tree=193 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2250.39 44.136 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015575566780165421 0.020894422880972419 -0.00018926600516841938 leaf_weight=873.89357427693903 693.07577846944332 42.022981122136116 leaf_count=25016 2219 170 internal_value=0.000548452 -0.0148402 internal_weight=1608.99 915.917 internal_count=27405 25186 is_linear=0 shrinkage=0.0149828 Tree=194 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2220.88 9.81659 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015552148464595529 0.015169199992112713 0.020656281846614215 leaf_weight=869.66807746235281 101.25109125673771 626.76031413674355 leaf_count=25179 341 2045 internal_value=0.000583269 0.0198703 internal_weight=1597.68 728.011 internal_count=27565 2386 is_linear=0 shrinkage=0.0149828 Tree=195 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2176.62 14.8697 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015540668717433904 0.014081558033808556 0.020545429014957921 leaf_weight=852.33106889296323 101.93918459117413 631.38846907019615 leaf_count=25097 346 2080 internal_value=0.00071447 0.0196202 internal_weight=1585.66 733.328 internal_count=27523 2426 is_linear=0 shrinkage=0.0149828 Tree=196 num_leaves=2 num_cat=0 split_feature=5 split_gain=9.32422 threshold=0.71715000000000007 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0006276868222932615 0.001683116992398303 leaf_weight=714.55413204804063 849.09786930214614 leaf_count=13434 13958 internal_value=0.000618993 internal_weight=1563.65 internal_count=27392 is_linear=0 shrinkage=0.0149828 Tree=197 num_leaves=2 num_cat=0 split_feature=31 split_gain=7.96537 threshold=27.545000000000005 decision_type=8 left_child=-1 right_child=-2 leaf_value=-0.0022953217056645076 0.00090415553240053297 leaf_weight=196.63361220248044 1365.2346451478079 leaf_count=4673 22910 internal_value=0.000491526 internal_weight=1561.87 internal_count=27583 is_linear=0 shrinkage=0.0149828 Tree=198 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2101.76 50.6993 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015548441516356351 0.020512839039750087 0.00047278814371333558 leaf_weight=840.56074807792902 663.68684367835522 44.108540773391724 leaf_count=25072 2191 175 internal_value=0.000382184 -0.0147125 internal_weight=1548.36 884.669 internal_count=27438 25247 is_linear=0 shrinkage=0.0149828 Tree=199 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2124.32 40.921 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015538888303212444 0.020410498238077522 -0.00041465832212428193 leaf_weight=831.35647931136191 684.35824848711491 42.993965417146683 leaf_count=25157 2280 173 internal_value=0.000661748 -0.0147872 internal_weight=1558.71 874.35 internal_count=27610 25330 is_linear=0 shrinkage=0.0149828 Tree=200 num_leaves=2 num_cat=0 split_feature=6 split_gain=9.407 threshold=4632.0750000000016 decision_type=8 left_child=-1 right_child=-2 leaf_value=-0.00017171042262779219 0.0027883556329099 leaf_weight=1224.9282414019108 296.14790912903845 leaf_count=22920 4688 internal_value=0.000397715 internal_weight=1521.08 internal_count=27608 is_linear=0 shrinkage=0.0149828 Tree=201 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2047.67 50.9492 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01552943792588765 0.020304782545035475 0.00030485582149511665 leaf_weight=811.14357755426317 667.59290407598019 45.624388098716736 leaf_count=24911 2247 182 internal_value=0.000654503 -0.0146483 internal_weight=1524.36 856.768 internal_count=27340 25093 is_linear=0 shrinkage=0.0149828 Tree=202 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2022.85 46.9414 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015520940175240232 0.020177579114102315 -8.1584295497519164e-05 leaf_weight=805.32899457029998 663.93908052146435 44.009834468364716 leaf_count=25074 2260 174 internal_value=0.000606631 -0.0146833 internal_weight=1513.28 849.339 internal_count=27508 25248 is_linear=0 shrinkage=0.0149828 Tree=203 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1943.55 55.9577 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015511658380286692 0.020093687934180496 0.0016159459448389204 leaf_weight=794.97306693065912 635.96768568456173 42.783212423324585 leaf_count=25136 2183 167 internal_value=0.00036783 -0.0145981 internal_weight=1473.72 837.756 internal_count=27486 25303 is_linear=0 shrinkage=0.0149828 Tree=204 num_leaves=3 num_cat=0 split_feature=31 12 split_gain=9.03756 8.81337 threshold=42.545000000000009 1095.2300000000002 decision_type=10 8 left_child=1 -1 right_child=-2 -3 leaf_value=0.001614169083213906 0.0014062037507860531 -0.0034419324023572382 leaf_weight=122.97604265902191 1166.1899113068357 193.23645600583404 leaf_count=2323 19888 5285 internal_value=0.000791978 -0.00142813 internal_weight=1482.4 316.212 internal_count=27496 7608 is_linear=0 shrinkage=0.0149828 Tree=205 num_leaves=2 num_cat=0 split_feature=5 split_gain=8.86115 threshold=0.67985000000000007 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.00072450569836554689 0.001626493588269904 leaf_weight=585.5836233869195 906.00527002941817 leaf_count=11757 15901 internal_value=0.000694772 internal_weight=1491.59 internal_count=27658 is_linear=0 shrinkage=0.0149828 Tree=206 num_leaves=2 num_cat=0 split_feature=12 split_gain=8.24571 threshold=25.320000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0019634551213539853 -0.00028606639308571141 leaf_weight=626.87357317097485 853.94102881196886 leaf_count=9603 17937 internal_value=0.000658062 internal_weight=1480.81 internal_count=27540 is_linear=0 shrinkage=0.0149828 Tree=207 num_leaves=3 num_cat=0 split_feature=15 17 split_gain=10.0726 11.2624 threshold=10.500000000000002 45.455000000000005 decision_type=8 10 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0040604062354496458 0.0017697360819898518 0.00026822679964494731 leaf_weight=171.88804653473198 714.20935110934079 584.27100167423487 leaf_count=4776 11957 10756 internal_value=0.000490485 -0.000701328 internal_weight=1470.37 756.159 internal_count=27489 15532 is_linear=0 shrinkage=0.0149828 Tree=208 num_leaves=2 num_cat=0 split_feature=12 split_gain=9.80185 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.0019244704067451002 -0.00055996798308641065 leaf_weight=595.94372105039656 869.87110118102282 leaf_count=8917 18546 internal_value=0.000441906 internal_weight=1465.81 internal_count=27463 is_linear=0 shrinkage=0.0149828 Tree=209 num_leaves=3 num_cat=0 split_feature=3 6 split_gain=8.56435 8.32721 threshold=4050.0000000000005 1113.3350000000003 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.0015152450429195222 -0.003170031931544832 0.00045722492946609681 leaf_weight=860.82520734146237 214.40625330526382 399.64613450411707 leaf_count=15258 4797 7410 internal_value=0.000547002 -0.000789265 internal_weight=1474.88 614.052 internal_count=27465 12207 is_linear=0 shrinkage=0.0149828 Tree=210 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1941.89 47.2438 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015505966771437183 0.019989958418518368 0.00028901905656833498 leaf_weight=787.70677864085883 642.07583154737949 42.264725178480148 leaf_count=25157 2229 167 internal_value=0.000446401 -0.0146636 internal_weight=1472.05 829.972 internal_count=27553 25324 is_linear=0 shrinkage=0.0149828 Tree=211 num_leaves=2 num_cat=0 split_feature=3 split_gain=9.54554 threshold=7300.0000000000009 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.00083468597316711628 -0.0023748932923107506 leaf_weight=1188.7665003268048 249.16856412030756 leaf_count=22034 5416 internal_value=0.000268134 internal_weight=1437.94 internal_count=27450 is_linear=0 shrinkage=0.0149828 Tree=212 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1906.66 14.732 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015481912394964537 0.013346311470357967 0.019763547976653324 leaf_weight=778.52509631123394 104.07849530875683 579.53403948247433 leaf_count=25210 362 2056 internal_value=0.000522478 0.0187636 internal_weight=1462.14 683.613 internal_count=27628 2418 is_linear=0 shrinkage=0.0149828 Tree=213 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1863.07 48.5186 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015487999866008875 0.019790723780849919 -0.00014635436376454384 leaf_weight=762.6553909657523 627.09063793718815 47.13579173386097 leaf_count=25085 2223 185 internal_value=0.000424633 -0.0145627 internal_weight=1436.88 809.791 internal_count=27493 25270 is_linear=0 shrinkage=0.0149828 Tree=214 num_leaves=2 num_cat=0 split_feature=12 split_gain=10.8093 threshold=337.43500000000006 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0018822458266332363 -0.00071941656812341697 leaf_weight=702.40520388167351 719.63691473007202 leaf_count=11521 15923 internal_value=0.000556879 internal_weight=1422.04 internal_count=27444 is_linear=0 shrinkage=0.0149828 Tree=215 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1838.12 15.1504 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015464900985704504 0.012943652008072747 0.019616051891592372 leaf_weight=756.60168966557831 97.323085114359856 568.93923568725586 leaf_count=25231 342 2053 internal_value=0.000486965 0.018617 internal_weight=1422.86 666.262 internal_count=27626 2395 is_linear=0 shrinkage=0.0149828 Tree=216 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1819.82 14.9089 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01545637955110229 0.01300258199859082 0.01952117870716618 leaf_weight=745.47404333949089 101.52741165459156 569.31062404811382 leaf_count=25209 356 2082 internal_value=0.000625503 0.0185123 internal_weight=1416.31 670.838 internal_count=27647 2438 is_linear=0 shrinkage=0.0149828 Tree=217 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1790.94 48.1094 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015462961135192492 0.019521318607857087 -6.3892201472096126e-07 leaf_weight=732.82996303308755 622.836685359478 45.459953397512436 leaf_count=25191 2279 178 internal_value=0.000605638 -0.0145211 internal_weight=1401.13 778.29 internal_count=27648 25369 is_linear=0 shrinkage=0.0149828 Tree=218 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1767.09 49.5595 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015455112144635033 0.019448753098128491 0.00065536635290851871 leaf_weight=721.22036176174879 622.55149482190609 43.02718748152256 leaf_count=25147 2295 167 internal_value=0.000729245 -0.0145082 internal_weight=1386.8 764.248 internal_count=27609 25314 is_linear=0 shrinkage=0.0149828 Tree=219 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1695.1 55.5659 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015446583138633029 0.019349899953800629 0.001330185753683361 leaf_weight=704.79902139864862 599.46164672076702 44.855091527104378 leaf_count=24950 2240 174 internal_value=0.000588835 -0.0144021 internal_weight=1349.12 749.654 internal_count=27364 25124 is_linear=0 shrinkage=0.0149828 Tree=220 num_leaves=2 num_cat=0 split_feature=6 split_gain=8.17815 threshold=6043.2050000000008 decision_type=10 left_child=-1 right_child=-2 leaf_value=9.2730463595416113e-05 0.0033017048724660559 leaf_weight=1129.0965140471235 211.99043121933937 leaf_count=23773 3681 internal_value=0.000611335 internal_weight=1341.09 internal_count=27454 is_linear=0 shrinkage=0.0149828 Tree=221 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=9.13622 9.66896 threshold=1.0000000180025095e-35 6.5000000000000009 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.0014740042563251708 -0.0019508231777997204 0.0037463842231570338 leaf_weight=828.17217902000993 433.3362459987402 76.323777880519629 leaf_count=14931 11485 1118 internal_value=0.000497306 -0.00106394 internal_weight=1337.83 509.66 internal_count=27534 12603 is_linear=0 shrinkage=0.0149828 Tree=222 num_leaves=2 num_cat=0 split_feature=3 split_gain=8.79613 threshold=7300.0000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.00088718762570859627 -0.0023365483781289656 leaf_weight=1104.5492630414665 226.44819471705705 leaf_count=22151 5399 internal_value=0.000327583 internal_weight=1331 internal_count=27550 is_linear=0 shrinkage=0.0149828 Tree=223 num_leaves=2 num_cat=0 split_feature=3 split_gain=8.17891 threshold=4050.0000000000005 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.0015783975362459372 -0.00077599953466786259 leaf_weight=797.48711180314422 555.82317774090916 leaf_count=15407 12240 internal_value=0.000601852 internal_weight=1353.31 internal_count=27647 is_linear=0 shrinkage=0.0149828 Tree=224 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1664.49 51.1295 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015440163448645466 0.019258847922008066 0.00081106735183587549 leaf_weight=699.34159719571471 587.41008910536766 43.834980368614197 leaf_count=25050 2219 170 internal_value=0.000429734 -0.0144416 internal_weight=1330.59 743.177 internal_count=27439 25220 is_linear=0 shrinkage=0.0149828 Tree=225 num_leaves=2 num_cat=0 split_feature=6 split_gain=10.1011 threshold=3121.2400000000002 decision_type=8 left_child=-1 right_child=-2 leaf_value=-0.00044250478394384038 0.0025091775183006537 leaf_weight=961.9647690653801 352.9105163346976 leaf_count=20965 6561 internal_value=0.000341239 internal_weight=1314.88 internal_count=27526 is_linear=0 shrinkage=0.0149828 Tree=226 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1656.01 39.1859 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015433030782321817 0.019186061340835989 -0.0005825504212707154 leaf_weight=690.9059523306787 585.33903531730175 43.374950394034386 leaf_count=25112 2235 170 internal_value=0.000406917 -0.0145514 internal_weight=1319.62 734.281 internal_count=27517 25282 is_linear=0 shrinkage=0.0149828 Tree=227 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=8.35077 9.60014 threshold=1.0000000180025095e-35 5.5000000000000009 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.0012665207265812619 -0.0022201083613867527 0.0031036934572168744 leaf_weight=803.43900100234896 400.51991281099617 90.63733424898237 leaf_count=14892 11017 1509 internal_value=0.00031894 -0.00120423 internal_weight=1294.6 491.157 internal_count=27418 12526 is_linear=0 shrinkage=0.0149828 Tree=228 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1632.48 35.2188 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015425412252922299 0.019101245038462871 -0.001574700942243649 leaf_weight=683.51829631533474 578.47107240557671 45.263831153512001 leaf_count=25191 2235 178 internal_value=0.000327691 -0.0145621 internal_weight=1307.25 728.782 internal_count=27604 25369 is_linear=0 shrinkage=0.0149828 Tree=229 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1585.25 50.6124 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015418974025176913 0.019037433701639551 0.00074559890651098313 leaf_weight=670.0611762246117 572.4720520824194 44.011410653591156 leaf_count=25011 2232 171 internal_value=0.00048181 -0.014382 internal_weight=1286.54 714.073 internal_count=27414 25182 is_linear=0 shrinkage=0.0149828 Tree=230 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1589 32.1474 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015410809780547922 0.018957265898868831 -0.0015040921819553547 leaf_weight=663.5479016425088 572.68595926463604 40.939496874809265 leaf_count=25182 2259 162 internal_value=0.000440208 -0.0145997 internal_weight=1277.17 704.487 internal_count=27603 25344 is_linear=0 shrinkage=0.0149828 Tree=231 num_leaves=2 num_cat=0 split_feature=1 split_gain=9.43284 threshold=1.0000000180025095e-35 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0013936260016903204 -0.0013168064203015449 leaf_weight=815.97939348965883 439.87407177314162 leaf_count=14664 12788 internal_value=0.000433624 internal_weight=1255.85 internal_count=27452 is_linear=0 shrinkage=0.0149828 Tree=232 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1545.12 44.6755 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015405122312909953 0.018872021701005545 0.00029556635826292164 leaf_weight=656.68240969907492 563.20000283420086 40.834683075547218 leaf_count=25220 2249 159 internal_value=0.000431422 -0.0144453 internal_weight=1260.72 697.517 internal_count=27628 25379 is_linear=0 shrinkage=0.0149828 Tree=233 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1497.76 48.4131 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015397254349598927 0.018801604551058938 4.2233166737190922e-05 leaf_weight=646.15396998822689 546.89880873262882 46.457874700427055 leaf_count=25193 2207 182 internal_value=0.000285983 -0.0143217 internal_weight=1239.51 692.612 internal_count=27582 25375 is_linear=0 shrinkage=0.0149828 Tree=234 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1499.47 32.7374 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015389581578026532 0.018726862811738323 -0.0017721623269644903 leaf_weight=635.04654042515904 550.12896105647087 43.826870262622833 leaf_count=25152 2250 174 internal_value=0.000360786 -0.0145089 internal_weight=1229 678.873 internal_count=27576 25326 is_linear=0 shrinkage=0.0149828 Tree=235 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1446.13 53.5839 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015381901812264063 0.018647613911855598 0.0010911451087475595 leaf_weight=620.87502383626997 544.7205858528614 45.344224810600281 leaf_count=24978 2255 176 internal_value=0.000558093 -0.0142186 internal_weight=1210.94 666.219 internal_count=27409 25154 is_linear=0 shrinkage=0.0149828 Tree=236 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1428.26 45.8341 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015376334149599219 0.018588884172362978 1.0064580009579989e-05 leaf_weight=616.62224733177572 534.4088572114706 44.188161790370941 leaf_count=25099 2233 172 internal_value=0.00039414 -0.0143064 internal_weight=1195.22 660.81 internal_count=27504 25271 is_linear=0 shrinkage=0.0149828 Tree=237 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1424.01 40.6854 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015369328070516332 0.018516931081963287 -0.00012883201079208413 leaf_weight=606.68502009101212 540.24889110028744 42.444162115454674 leaf_count=25076 2288 166 internal_value=0.000563729 -0.0143634 internal_weight=1189.38 649.129 internal_count=27530 25242 is_linear=0 shrinkage=0.0149828 Tree=238 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1377.66 16.4509 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015345218649369292 0.011260145641625913 0.018401122196071859 leaf_weight=595.3920370945707 92.684686854481697 475.88810767233372 leaf_count=25012 350 2056 internal_value=0.000551294 0.0172184 internal_weight=1163.96 568.573 internal_count=27418 2406 is_linear=0 shrinkage=0.0149828 Tree=239 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1372.18 41.6074 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015354757418099716 0.018418246771607909 -0.00017789168254939351 leaf_weight=589.24952531047165 525.15629313886166 44.618525192141533 leaf_count=25119 2264 174 internal_value=0.000524801 -0.0142847 internal_weight=1159.02 633.868 internal_count=27557 25293 is_linear=0 shrinkage=0.0149828 Tree=240 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1332.18 49.1475 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015348519774271241 0.018340174236951227 0.00026404800904382105 leaf_weight=578.86585949640721 515.56942585110664 46.602744668722153 leaf_count=25010 2256 180 internal_value=0.000525932 -0.014143 internal_weight=1141.04 625.469 internal_count=27446 25190 is_linear=0 shrinkage=0.0149828 Tree=241 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1302.56 14.7 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015326329173798526 0.01116289173329566 0.018190796982078407 leaf_weight=571.81478721927851 85.954126998782158 455.27148821949959 leaf_count=25060 328 2047 internal_value=0.000409738 0.0170568 internal_weight=1113.04 541.226 internal_count=27435 2375 is_linear=0 shrinkage=0.0149828 Tree=242 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1287.21 46.191 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015336209020741298 0.018205577397560381 -0.00010879819187806027 leaf_weight=568.27031854819506 498.42156767845154 46.556286171078682 leaf_count=25269 2235 181 internal_value=0.000328868 -0.0141479 internal_weight=1113.25 614.827 internal_count=27685 25450 is_linear=0 shrinkage=0.0149828 Tree=243 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1256.7 17.673 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015313814222805861 0.010647913071301602 0.018083047855966965 leaf_weight=559.20683291181922 92.034178659319878 441.61917485296726 leaf_count=25261 354 2030 internal_value=0.000348657 0.0167834 internal_weight=1092.86 533.653 internal_count=27645 2384 is_linear=0 shrinkage=0.0149828 Tree=244 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1243.58 37.062 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015323557711915358 0.018106779064152225 -0.00095924697491943703 leaf_weight=549.81770492251962 481.38497641682625 44.900359526276588 leaf_count=25163 2204 175 internal_value=0.000221125 -0.0142401 internal_weight=1076.1 594.718 internal_count=27542 25338 is_linear=0 shrinkage=0.0149828 Tree=245 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1226.1 17.5524 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015301491462950451 0.010483499667911391 0.017991565983679979 leaf_weight=541.72185549978167 89.082458928227425 440.57811744511127 leaf_count=25150 346 2068 internal_value=0.000513401 0.0167114 internal_weight=1071.38 529.661 internal_count=27564 2414 is_linear=0 shrinkage=0.0149828 Tree=246 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1219.85 42.4591 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015310944886181514 0.018019014222290092 -0.00010619605026283008 leaf_weight=531.75036536250263 488.30830729007721 44.973344743251801 leaf_count=25083 2284 174 internal_value=0.000608556 -0.0141153 internal_weight=1065.03 576.724 internal_count=27541 25257 is_linear=0 shrinkage=0.0149828 Tree=247 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1167.38 22.6247 threshold=26.500000000000004 44.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015289479921905302 0.0093616854516135606 0.017850337756902552 leaf_weight=525.15907898265868 87.492070332169533 428.85407307744026 leaf_count=25095 340 2073 internal_value=0.000405044 0.0163913 internal_weight=1041.51 516.346 internal_count=27508 2413 is_linear=0 shrinkage=0.0149828 Tree=248 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1171.81 48.9254 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015299290954030291 0.017899241643420452 0.00071082317366083969 leaf_weight=518.74247917626053 475.73069924116135 44.352319180965424 leaf_count=25173 2281 169 internal_value=0.000602076 -0.0139935 internal_weight=1038.83 563.095 internal_count=27623 25342 is_linear=0 shrinkage=0.0149828 Tree=249 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1155.57 37.9518 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015293809825922676 0.017854154151768217 -0.00034469168952478541 leaf_weight=509.24459067825228 465.93350221216679 42.44610507786274 leaf_count=25062 2260 164 internal_value=0.000496098 -0.0141454 internal_weight=1017.62 551.691 internal_count=27486 25226 is_linear=0 shrinkage=0.0149828 Tree=250 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1142.71 28.1148 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015288244815130891 0.017803722958430655 -0.0023527513655556436 leaf_weight=502.21855572983623 456.86064232885838 42.816182047128677 leaf_count=25088 2240 166 internal_value=0.000341965 -0.0142763 internal_weight=1001.9 545.035 internal_count=27494 25254 is_linear=0 shrinkage=0.0149828 Tree=251 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1114.79 41.1273 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01528176243511401 0.017756585585886761 -0.00010155756457250876 leaf_weight=496.2311085248366 454.51348643004894 43.612951219081879 leaf_count=25205 2258 168 internal_value=0.000482231 -0.0140428 internal_weight=994.358 539.844 internal_count=27631 25373 is_linear=0 shrinkage=0.0149828 Tree=252 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1076.15 49.0126 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015276455867185158 0.017695937159754288 0.00041789021717770401 leaf_weight=487.45689947903156 442.17513667047024 46.781031563878059 leaf_count=25087 2229 178 internal_value=0.000421644 -0.0138571 internal_weight=976.413 534.238 internal_count=27494 25265 is_linear=0 shrinkage=0.0149828 Tree=253 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1055.46 46.3271 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01527080327003431 0.017652508914948444 -8.9846687084563025e-05 leaf_weight=479.44100037543103 433.67097261548042 47.849013492465019 leaf_count=25028 2209 182 internal_value=0.000353401 -0.0138554 internal_weight=960.961 527.29 internal_count=27419 25210 is_linear=0 shrinkage=0.0149828 Tree=254 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1050.31 40.6328 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015265066831351776 0.017587561607143122 -0.00038683894368358638 leaf_weight=474.40628726035357 433.09953950345516 46.444358319044113 leaf_count=25159 2240 179 internal_value=0.0003618 -0.0139424 internal_weight=953.95 520.851 internal_count=27578 25338 is_linear=0 shrinkage=0.0149828 Tree=255 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1026.52 47.4082 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015259542187273857 0.017555762928072097 0.00033082140036667565 leaf_weight=466.23216592008248 428.99563252925873 45.932404741644859 leaf_count=25097 2242 175 internal_value=0.000473217 -0.0138154 internal_weight=941.16 512.165 internal_count=27514 25272 is_linear=0 shrinkage=0.0149828 Tree=256 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1005.78 47.9883 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015254885712283631 0.017506341080768394 3.5891755305758793e-05 leaf_weight=459.8622667263262 421.56706254929304 48.745329841971397 leaf_count=25070 2234 187 internal_value=0.000408186 -0.013744 internal_weight=930.175 508.608 internal_count=27491 25257 is_linear=0 shrinkage=0.0149828 Tree=257 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=989.862 48.3094 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015249365971013718 0.017459490341193033 0.000532619385388567 leaf_weight=450.7597649754025 419.88062868267298 45.851457744836807 leaf_count=24934 2252 176 internal_value=0.000539585 -0.0137452 internal_weight=916.492 496.611 internal_count=27362 25110 is_linear=0 shrinkage=0.0149828 Tree=258 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=971.957 41.0824 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015244574403102269 0.017416903455880373 -8.9205467095473855e-05 leaf_weight=448.36736811837181 404.73318642377853 44.898905694484711 leaf_count=25166 2198 173 internal_value=0.000223201 -0.0138641 internal_weight=897.999 493.266 internal_count=27537 25339 is_linear=0 shrinkage=0.0149828 Tree=259 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1000.08 21.0411 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015239653147387202 0.017377722796992279 -0.0040615286411246785 leaf_weight=442.73528554057702 414.88573741912842 44.54809607565403 leaf_count=25224 2277 176 internal_value=0.000295408 -0.0142273 internal_weight=902.169 487.283 internal_count=27677 25400 is_linear=0 shrinkage=0.0149828 Tree=260 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=949.566 38.682 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015233251615982404 0.017347295194321474 -0.00059554282448957417 leaf_weight=430.76550061721355 404.05070709437132 46.191775619983673 leaf_count=24943 2241 179 internal_value=0.000460998 -0.0138222 internal_weight=881.008 476.957 internal_count=27363 25122 is_linear=0 shrinkage=0.0149828 Tree=261 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=940.599 37.0393 threshold=26.500000000000004 32.500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015212050666393306 0.003693758180570118 0.017297103568414997 leaf_weight=428.02208470366895 47.969059526920319 400.45751570910215 leaf_count=25152 181 2262 internal_value=0.000636338 0.0157927 internal_weight=876.449 448.427 internal_count=27595 2443 is_linear=0 shrinkage=0.0149828 Tree=262 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=917.854 29.0403 threshold=32.500000000000007 26.500000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015223988582919377 0.017248380261457762 -0.0018793910134341982 leaf_weight=422.24050026712939 383.57400948554277 42.045678108930588 leaf_count=25167 2192 163 internal_value=0.000111246 -0.0140246 internal_weight=847.86 464.286 internal_count=27522 25330 is_linear=0 shrinkage=0.0149828 end of trees feature_importances: due_day_my=243 f_ps_od_days_max=50 available_limit_amt=40 t_ps_od_days_max=34 cre_now_l60_used_amt_d_min=34 ps_int_amt_sum=27 cre_l90_used_limit_amt_min=26 s_ps_od_days_max=22 shd_pre_repay_amt_rate=21 apprv_num_m1=21 loan_os_prcp_credit_amount_m6=18 cre_l60_used_limit_rate_min=18 min_apply_amt=14 loan_os_prcp_credit_amount_m3=12 shd_pre_repay_cnt=8 loan_os_prcp_credit_amount_m12=7 end_loan_to_rep_loan_freq=6 cre_now_p1m_used_rate_m=6 avg_tnr=5 useratemore70monthsubcurmonth=4 max_loan_os_prcp_m12=3 suc_apprv_num_m6=2 useratemore50maxcontimonsm12=2 grade_limit_amount=1 orig_prcp_avg_m12=1 useratemore70_m6_num=1 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 300] [learning_rate: 0.0149828] [num_leaves: 6] [num_threads: 4] [seed: 1010] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 2] [min_data_in_leaf: 230] [min_sum_hessian_in_leaf: 0.00685878] [bagging_fraction: 0.722467] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 1] [bagging_seed: 17402] [bagging_by_query: 0] [feature_fraction: 0.41645] [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: 0.848554] [lambda_l2: 0.331013] [linear_lambda: 0] [min_gain_to_split: 7.62582] [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: 14.9336] [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: 1.58332] [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:[]