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:[]
