tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=39
objective=binary sigmoid:1
feature_names=min_apply_amt orig_prcp_avg_m12 ps_int_amt_avg shd_pre_repay_amt_rate repay_amount_m6_all_shd_amt_pc avg_tnr ps_int_amt_sum suc_apprv_num_m6 useratemore90maxcontimonsm12 repay_amount_all_shd_amt_pc loan_os_prcp_credit_amount_m12 cre_now_l60_used_amt_m_max cre_now_l30_used_amt_d_max useratemore70_m6_num useratemore70monthsubcurmonth max_loan_os_prcp_m12 t_ps_od_days_max s_ps_od_days_max cre_now_l30_limit_left_d_min cre_now_l90_limit_left_d_min f_ps_od_days_max cre_l90_used_limit_amt_min loan_os_prcp_credit_amount_m3 available_limit_amt loan_os_prcp_credit_amount_m6 useratemore50maxcontimonsm12 cre_l60_used_limit_rate_min cre_now_l60_limit_left_d_max apprv_num_m1 cre_l30_l90_used_amt_m_min setl_rem_prcp_paym_m3_num cre_now_l60_used_amt_d_min cre_now_l60_used_amt_m_min apprv_amt_day avg_od_amt_m6_orig_prcp_pc od_amt_m6_loan_os_prcp_m6_pc suc_apprv_num_m1 od_amt_m12_loan_os_prcp_m12_pc cre_now_l30_used_amt_d_min loan_os_prcp_gt0_m3_num_pc
feature_infos=[-0.33114199999999999:0.29528900000000002] [-0.51488:0.238063] [-0.24329700000000001:0.42960999999999999] [-0.27889799999999998:0.25506299999999998] [-0.19519:0.399955] [-0.17206299999999999:0.78761400000000004] [-0.56423699999999999:0.45942699999999997] [-0.19592899999999999:0.35295900000000002] [-0.30130899999999999:0.31363099999999999] [-0.18448899999999999:0.40292499999999998] [-0.27324700000000002:0.95635999999999999] [-0.35391899999999998:0.59512399999999999] [-0.16856099999999999:0.26050299999999998] [-0.25540400000000002:0.31034899999999999] [-0.19387199999999999:0.47874699999999998] [-0.41799999999999998:0.36790899999999999] [-0.48104200000000003:0.92071199999999997] [-0.271289:0.60904599999999998] [-0.19270100000000001:0.27717700000000001] [-0.49898599999999999:0.34521600000000002] [-0.33090199999999997:0.82107399999999997] [-0.69186899999999996:0.84301300000000001] [-0.56089199999999995:0.62764900000000001] [-0.39874999999999999:0.55170399999999997] [-0.39591700000000002:0.68566199999999999] [-0.12937599999999999:0.62908200000000003] [-0.501023:1.0455159999999999] [-0.55762699999999998:0.63727500000000004] [-0.17341300000000001:0.83351900000000001] [-0.085302000000000003:0.75733899999999998] [-0.078900999999999999:0.55042800000000003] [-0.110621:0.85373399999999999] [-0.177536:1.2680530000000001] [-0.15545300000000001:1.2403759999999999] [-0.88512299999999999:0.092729000000000006] [-0.88014899999999996:0.091958999999999999] [-0.15801799999999999:1.340943] [-0.76033200000000001:0.086966000000000002] [-0.098042000000000004:1.1291] [-0.064852000000000007:1.0563359999999999]
tree_sizes=576 591 587 577 590 588 590 589 585 589 594 593 578 590 598 592 590 585 592 595 590 592 597 596 599 596 596 588 579 598 597 594 591 586 594 592 586 591 599 579 594 598 595 603 585 602 592 594 581 596 587 593 588 600 586 588 591 586 584 584 596 583 600 579 585 593 581 576 593 590 599 590 584 597 585 590 597 595 583 587 601 577 601 598 591 594 585 583 591 574 586 581 586 587 583 588 597 589 598 587 586 589 587 578 589 589 601 597 591 599 589 585 600 585 586 579 586 589 586 598 601 603 590 593 586 595 585 581 590 585 598 595 601 607 603 590 601 601 573 593 596 592 583 581 594 591 599 590 585 573 599 599 599 599 603 588 599 601 589 598 588 590 589 595 589 591 374 591 602 595 591 589 590 589 367 592 599 583 592 478 476 601 481 571 590 603 573 369 600 481 369 490 590 479 368 371 381 369 598 368 474 368 587 601 365 368 377 495 369 481 367 371 368 377 461 605 475 479 380 593 382 377 369 364 379 474 381 377 367 378 476 378 487 368 494

Tree=0
num_leaves=4
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split_feature=20 33 6
split_gain=2040.91 790.739 616.008
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.030296699999999989
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-2.1193870946008242 -2.3731031654012855 -2.3715627772316505 -2.2492976798710704
leaf_weight=481.26976257562637 1349.7264611944556 277.12809091061354 946.54282508790493
leaf_count=5041 16576 3389 10796
internal_value=-2.29247 -2.22992 -2.20387
internal_weight=3054.67 1704.94 1427.81
internal_count=35802 19226 15837
is_linear=0
shrinkage=1


Tree=1
num_leaves=4
num_cat=0
split_feature=20 21 23
split_gain=1129.76 521.976 444.27
threshold=1.0000000180025095e-35 -0.063223499999999988 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.16783666061705266 0.10469200236750324 0.065447407532819912 1.8495357858203121e-05
leaf_weight=1344.6638615131378 437.74756506085396 611.68565879762173 950.07670240104198
leaf_count=12660 4988 6467 11555
internal_value=0.0946424 0.136917 0.0334938
internal_weight=3344.17 1956.35 1387.82
internal_count=35670 19127 16543
is_linear=0
shrinkage=0.0856675


Tree=2
num_leaves=4
num_cat=0
split_feature=16 33 34
split_gain=918.383 651.853 320.699
threshold=0.32739840000000003 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.2587719385569936 0.021503534039917352 0.0053783450560152303 0.12068600937925622
leaf_weight=166.05044328421354 1311.6091482117772 380.48355109989643 1755.2191796675324
leaf_count=1351 14396 4249 15720
internal_value=0.0807073 0.113516 0.133868
internal_weight=3613.36 2301.75 1921.27
internal_count=35716 21320 17071
is_linear=0
shrinkage=0.0856675


Tree=3
num_leaves=4
num_cat=0
split_feature=23 20 6
split_gain=734.312 450.685 218.11
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.11028
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.11937360726133324 0.09716644292906787 -0.0036347315381136808 0.024656839900562787
leaf_weight=1368.6390230581164 880.02586859464645 989.37051068991423 605.25733529031277
leaf_count=11606 6978 11583 5544
internal_value=0.0682929 0.0391533 0.0690448
internal_weight=3843.29 2474.65 1485.28
internal_count=35711 24105 12522
is_linear=0
shrinkage=0.0856675


Tree=4
num_leaves=4
num_cat=0
split_feature=31 34 16
split_gain=597.346 404.856 397.241
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.32739840000000003
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.17286358807416621 4.5709924548954057e-05 0.088318764872452743 0.017111157824003336
leaf_weight=313.50307659059763 912.64446213841438 1867.2854892984033 946.2789074704051
leaf_count=2184 9534 14335 9588
internal_value=0.0588674 0.0766637 0.0651262
internal_weight=4039.71 3127.07 2813.56
internal_count=35641 26107 23923
is_linear=0
shrinkage=0.0856675


Tree=5
num_leaves=4
num_cat=0
split_feature=36 17 21
split_gain=504.923 327.445 146.394
threshold=0.69568416666666677 0.37291350000000006 -0.063223499999999988
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.097949676146502879 -0.012185889172973304 0.025020699995975511 0.043538598393032112
leaf_weight=1754.3184214308858 683.63926131278276 1135.3235489428043 664.33669203519821
leaf_count=12090 7459 10745 5487
internal_value=0.0526069 0.0656719 0.0838799
internal_weight=4237.62 3553.98 2418.66
internal_count=35781 28322 17577
is_linear=0
shrinkage=0.0856675


Tree=6
num_leaves=4
num_cat=0
split_feature=31 23 3
split_gain=415.006 241.426 217.691
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.029340500000000002
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.087127707816714028 -0.0039514010652741361 0.065777263546658596 0.0073243680306977416
leaf_weight=1421.3399018198252 914.68698285520077 1044.3209705501795 1008.0609505698085
leaf_count=9583 9511 7974 8655
internal_value=0.0452299 0.05879 0.0381136
internal_weight=4388.41 3473.72 2052.38
internal_count=35723 26212 16629
is_linear=0
shrinkage=0.0856675


Tree=7
num_leaves=4
num_cat=0
split_feature=20 26 36
split_gain=406.216 185.164 140.06
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.69568416666666677
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.074638093509807421 0.017880346068438722 0.02365658181378032 -0.043644060556128787
leaf_weight=1937.8832634463906 1348.3086131587625 906.17623031884432 328.79277285188437
leaf_count=12248 12548 6922 3964
internal_value=0.039354 0.0591336 0.00455256
internal_weight=4521.16 2844.06 1677.1
internal_count=35682 19170 16512
is_linear=0
shrinkage=0.0856675


Tree=8
num_leaves=4
num_cat=0
split_feature=16 6 10
split_gain=333.209 221.677 166.08
threshold=0.32739840000000003 0.030296699999999989 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.084183201778129907 0.0013675102836996017 0.046506137625038441 -0.008885167205505657
leaf_weight=1090.51224090904 1519.27925953269 1585.4098869264126 448.60526772588491
leaf_count=6463 14362 10939 3898
internal_value=0.0357002 0.0517217 0.0332551
internal_weight=4643.81 3124.53 2034.02
internal_count=35662 21300 14837
is_linear=0
shrinkage=0.0856675


Tree=9
num_leaves=4
num_cat=0
split_feature=34 26 3
split_gain=333.19 286.875 153.305
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.15137400000000001
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.10584220148422814 0.05512015866533513 -0.0048893799801916866 0.010298953183181503
leaf_weight=427.48471616953611 1878.5839082449675 1468.2558021396399 978.14655952900648
leaf_count=2360 12959 12872 7430
internal_value=0.0323912 0.0246117 0.0405074
internal_weight=4752.47 4324.99 2856.73
internal_count=35621 33261 20389
is_linear=0
shrinkage=0.0856675


Tree=10
num_leaves=4
num_cat=0
split_feature=17 26 34
split_gain=249.482 152.292 137.406
threshold=0.37291350000000006 0.19091010000000003 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.048912336084001334 0.077482122366952538 8.4748583671754546e-05 -0.0086613161468869961
leaf_weight=2842.3194662854075 148.22396267950535 465.41757020354271 1391.2922019064426
leaf_count=17596 903 4112 12994
internal_value=0.0281959 0.0414489 1.55933e-05
internal_weight=4847.25 3307.74 1539.52
internal_count=35605 21708 13897
is_linear=0
shrinkage=0.0856675


Tree=11
num_leaves=4
num_cat=0
split_feature=23 20 6
split_gain=236.623 145.826 97.342
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.33979499999999996
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.049574855975531892 0.094735174635646222 -0.013775724362806526 0.017501476260404613
leaf_weight=1902.0900877192616 145.05373773723841 1101.3421742171049 1794.6958314478397
leaf_count=11603 707 11564 11802
internal_value=0.0256019 0.00990422 0.0244282
internal_weight=4943.18 3041.09 1939.75
internal_count=35676 24073 12509
is_linear=0
shrinkage=0.0856675


Tree=12
num_leaves=4
num_cat=0
split_feature=34 16 6
split_gain=197.789 187.396 131.268
threshold=1.0000000180025095e-35 0.32739840000000003 0.11028
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.077264121245915071 0.043263098446884571 -0.006999542324932515 0.0047630629889401366
leaf_weight=476.47553563117981 1936.4256461039186 1432.2145320698619 1174.9943837076426
leaf_count=2343 11331 13386 8573
internal_value=0.0235786 0.0174626 0.0293979
internal_weight=5020.11 4543.63 3111.42
internal_count=35633 33290 19904
is_linear=0
shrinkage=0.0856675


Tree=13
num_leaves=4
num_cat=0
split_feature=38 6 34
split_gain=175.388 134.443 124.21
threshold=1.0000000180025095e-35 -0.33979499999999996 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.077186567875619866 -0.020655450726498843 0.065025851239224927 0.015154174105837874
leaf_weight=378.93549614399672 615.41702464222908 448.74595695734024 3654.6586730480194
leaf_count=2196 6440 2101 24996
internal_value=0.0202752 0.0263734 0.0211434
internal_weight=5097.76 4482.34 4103.4
internal_count=35733 29293 27097
is_linear=0
shrinkage=0.0856675


Tree=14
num_leaves=4
num_cat=0
split_feature=20 22 31
split_gain=182.893 92.5276 86.2808
threshold=1.0000000180025095e-35 0.34016750000000007 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.037707834245828339 0.0078787764467348562 6.2522268023200377e-05 -0.035499468339252084
leaf_weight=2784.1634366065264 1401.4744452685118 545.06430814415216 433.27531639486551
leaf_count=15270 11509 3879 5053
internal_value=0.0193914 0.0313878 -0.00123314
internal_weight=5163.98 3329.23 1834.75
internal_count=35711 19149 16562
is_linear=0
shrinkage=0.0856675


Tree=15
num_leaves=4
num_cat=0
split_feature=26 3 35
split_gain=166.452 109.583 60.0978
threshold=1.0000000180025095e-35 0.15137400000000001 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.038974218548797838 0.04335111066698133 0.0047241945961440223 -0.01004093374696511
leaf_weight=2325.0591764822602 161.83160054683685 1182.4471931308508 1533.2126424536109
leaf_count=13878 800 7996 12925
internal_value=0.0172991 0.0280245 -0.00365399
internal_weight=5202.55 3507.51 1695.04
internal_count=35599 21874 13725
is_linear=0
shrinkage=0.0856675


Tree=16
num_leaves=4
num_cat=0
split_feature=23 3 26
split_gain=147.619 108.459 86.7389
threshold=1.0000000180025095e-35 0.029340500000000002 0.31096910000000005
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.032470560865171146 0.028297403039932029 -0.013084467318428815 -0.018994084219395174
leaf_weight=2062.2984904125333 1334.8541091829538 1562.1220582649112 303.79299028217793
leaf_count=11587 8553 12706 2866
internal_value=0.01452 0.00229041 0.0182201
internal_weight=5263.07 3200.77 1638.65
internal_count=35712 24125 11419
is_linear=0
shrinkage=0.0856675


Tree=17
num_leaves=4
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split_feature=32 6 16
split_gain=141.45 112.057 82.4371
threshold=0.47077580000000008 -0.33979499999999996 0.32739840000000003
decision_type=2 2 2
left_child=1 -1 -3
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leaf_count=2276 7181 16147 10008
internal_value=0.0142286 0.0200224 0.015076
internal_weight=5303.85 4579.5 4157.19
internal_count=35612 28431 26155
is_linear=0
shrinkage=0.0856675


Tree=18
num_leaves=4
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split_feature=23 17 6
split_gain=135.892 87.8293 68.5998
threshold=1.0000000180025095e-35 0.37291350000000006 0.30973650000000003
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.029351044631856973 0.016700525174891973 -0.019171441431222895 -0.031990537519552831
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internal_value=0.0125817 0.000787774 0.0110628
internal_weight=5357.92 3219.88 2195.26
internal_count=35686 24046 14141
is_linear=0
shrinkage=0.0856675


Tree=19
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threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.46616800000000008
decision_type=2 2 2
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internal_weight=5382.1 2345.52 3036.58
internal_count=35632 15218 20414
is_linear=0
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Tree=20
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split_feature=17 24 34
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threshold=0.37291350000000006 0.25070300000000006 1.0000000180025095e-35
decision_type=2 2 2
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leaf_count=17143 891 4533 13074
internal_value=0.0106626 0.018864 -0.00690788
internal_weight=5415.56 3773.96 1641.6
internal_count=35641 21676 13965
is_linear=0
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Tree=21
num_leaves=4
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split_feature=0 21 20
split_gain=103.972 90.2207 63.8842
threshold=0.17078800000000005 -0.26352299999999995 1.0000000180025095e-35
decision_type=2 2 2
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internal_value=0.00896678 0.0148945 0.00955911
internal_weight=5460.16 4433.11 3873.15
internal_count=35774 28749 25866
is_linear=0
shrinkage=0.0856675


Tree=22
num_leaves=4
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split_feature=23 3 21
split_gain=107.107 82.4257 71.2588
threshold=1.0000000180025095e-35 0.029340500000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 2 -2
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leaf_value=0.023794748119504845 0.025775444795743653 -0.01478897851613937 -0.0089718828916808165
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internal_weight=5481.27 3264.31 1701.16
internal_count=35630 23997 11349
is_linear=0
shrinkage=0.0856675


Tree=23
num_leaves=4
num_cat=0
split_feature=38 18 0
split_gain=96.9091 76.0935 54.9958
threshold=1.0000000180025095e-35 -0.14004849999999999 1.0000000180025095e-35
decision_type=2 2 2
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internal_weight=5490.32 4872.46 3797.81
internal_count=35688 29200 24017
is_linear=0
shrinkage=0.0856675


Tree=24
num_leaves=4
num_cat=0
split_feature=38 15 34
split_gain=89.4526 71.3683 58.0253
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
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internal_weight=5511.13 4908.68 3292.34
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is_linear=0
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Tree=25
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split_gain=88.2767 74.0105 46.6794
threshold=1.0000000180025095e-35 0.15137400000000001 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
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internal_weight=5528.42 3795.66 1732.76
internal_count=35632 21955 13677
is_linear=0
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Tree=26
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split_feature=0 21 20
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decision_type=2 2 2
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internal_weight=5564.07 2462.99 3101.08
internal_count=35741 15239 20502
is_linear=0
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Tree=27
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split_feature=36 6 17
split_gain=76.6351 60.2042 56.0272
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decision_type=2 2 2
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internal_weight=5572.82 5305.95 4823.98
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is_linear=0
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Tree=28
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split_feature=16 6 12
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decision_type=2 2 2
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internal_weight=5573.5 3884.56 1428.2
internal_count=35629 21295 6477
is_linear=0
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Tree=29
num_leaves=4
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split_feature=34 12 0
split_gain=72.5737 69.5185 41.4727
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.045801000000000008
decision_type=2 2 2
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internal_weight=5591.52 5016.42 2098.83
internal_count=35686 33313 15818
is_linear=0
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Tree=30
num_leaves=4
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split_feature=34 20 15
split_gain=70.1605 62.5828 54.9631
threshold=1.0000000180025095e-35 0.43888860000000007 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
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leaf_count=2386 6106 13527 13666
internal_value=0.00347948 6.81488e-07 0.00625571
internal_weight=5602.53 5014.77 3578.1
internal_count=35685 33299 19772
is_linear=0
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Tree=31
num_leaves=4
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split_feature=24 3 23
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threshold=0.25070300000000006 0.029340500000000002 1.0000000180025095e-35
decision_type=2 2 2
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right_child=-2 2 -4
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leaf_count=11733 7609 6247 10077
internal_value=0.00416387 0.00853156 3.51478e-06
internal_weight=5606.8 4683.26 2534.15
internal_count=35666 28057 16324
is_linear=0
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Tree=32
num_leaves=4
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split_feature=33 0 20
split_gain=65.4294 53.6127 35.8785
threshold=0.80286712500000013 0.17078800000000005 1.0000000180025095e-35
decision_type=2 2 2
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right_child=-2 -3 -4
leaf_value=0.01694231651384312 -0.025212054673216792 -0.010393597962925317 8.4893214999073793e-06
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leaf_count=13125 5431 6062 11108
internal_value=0.0036064 0.00679835 0.0112301
internal_weight=5626.81 5132.77 4178.98
internal_count=35726 30295 24233
is_linear=0
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Tree=33
num_leaves=4
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split_feature=0 16 18
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decision_type=2 2 2
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leaf_value=0.018852402099894364 0.0013119266606433689 -0.021535062550000209 1.5725732420253965e-05
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internal_weight=5635.58 3116 2519.58
internal_count=35740 20532 15208
is_linear=0
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Tree=34
num_leaves=4
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split_feature=34 21 3
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decision_type=2 2 2
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right_child=1 -3 -4
leaf_value=0.026889262355205116 0.012321312941946907 -0.013395836860481083 -0.010153598034278399
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leaf_count=2349 13997 11986 7425
internal_value=0.00254175 4.96488e-07 0.00493397
internal_weight=5638.74 5050.49 3608.3
internal_count=35757 33408 21422
is_linear=0
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Tree=35
num_leaves=4
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split_feature=21 0 17
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decision_type=2 2 2
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leaf_value=0.021621530743081624 0.0086649375576159579 -0.018762116639463082 -0.0063584305731888124
leaf_weight=807.76082934066653 2465.6330674849451 825.21949483454227 1527.4028116092086
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internal_weight=5626.02 4818.26 3993.04
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is_linear=0
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Tree=36
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split_feature=0 3 36
split_gain=46.7851 33.7184 24.7538
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decision_type=2 2 2
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leaf_value=0.016919753910200532 -0.013451811910478034 2.6272645330879748e-06 -0.0210524705046818
leaf_weight=2038.0525243058801 1018.2624786607921 2490.379685651511 83.109775498509407
leaf_count=11223 7066 16397 935
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internal_weight=5629.8 4611.54 2121.16
internal_count=35621 28555 12158
is_linear=0
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Tree=37
num_leaves=4
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split_feature=33 18 3
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decision_type=2 2 2
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right_child=-2 2 -4
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internal_weight=5653.06 5170.17 3933.3
internal_count=35693 30258 24146
is_linear=0
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Tree=38
num_leaves=4
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split_feature=30 6 5
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threshold=1.0000000180025095e-35 -0.33979499999999996 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -3
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leaf_value=0.028964493008522076 -0.018700681728772314 0.0085769489163391218 -0.0053034010652779637
leaf_weight=451.44752000272274 700.00054826587439 2223.7828264012933 2271.8095237500966
leaf_count=2153 5596 12858 15067
internal_value=0.000872926 0.00407333 0.00109684
internal_weight=5647.04 4947.04 4495.59
internal_count=35674 30078 27925
is_linear=0
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Tree=39
num_leaves=4
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split_feature=24 3 12
split_gain=42.2377 33.5842 29.0506
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decision_type=2 2 2
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right_child=-2 -3 -4
leaf_value=0.014231920161709146 -0.014573953243921595 -0.0047139989379570901 -0.0042651997272604497
leaf_weight=2709.7905914336443 910.39320762827992 1427.9971016198397 600.68610901385546
leaf_count=14864 7597 9564 3627
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internal_weight=5648.87 4738.47 3310.48
internal_count=35652 28055 18491
is_linear=0
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Tree=40
num_leaves=4
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split_feature=26 0 16
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decision_type=2 2 2
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leaf_value=0.012013276745226802 -0.016302952983272605 0.0024124369128050156 -0.018203994090840576
leaf_weight=2230.7718371711671 708.79834470897913 2077.8447352722287 631.44163335114717
leaf_count=12272 6717 11049 5614
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internal_weight=5648.86 4940.06 2709.29
internal_count=35652 28935 16663
is_linear=0
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Tree=41
num_leaves=4
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split_feature=23 14 20
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threshold=1.0000000180025095e-35 -0.098354999999999984 0.60420000000000018
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.031103690049433641 -1.2946622362457898e-06 0.0021781923174240695 -0.029899766314223482
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internal_weight=5665.17 2339.04 3326.13
internal_count=35701 11638 24063
is_linear=0
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Tree=42
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split_feature=17 6 4
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decision_type=2 2 2
left_child=1 -1 -3
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leaf_value=0.016537910325773331 -0.0080711761507877306 0.009622700263846394 -0.011097683639558218
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internal_value=0.000757778 0.00632969 3.24578e-06
internal_weight=5659.57 3616.02 2278.95
internal_count=35698 19352 13619
is_linear=0
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Tree=43
num_leaves=4
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split_feature=34 12 5
split_gain=39.7131 38.1032 27.1129
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 -2 -3
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internal_weight=5657.67 5055.64 2075.42
internal_count=35691 33330 15849
is_linear=0
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Tree=44
num_leaves=4
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split_feature=17 12 32
split_gain=39.0959 33.2959 27.8126
threshold=-0.14897149999999998 0.214342 0.63811830000000014
decision_type=2 2 2
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leaf_count=15688 12871 3594 3543
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internal_weight=5655.07 3614.42 2040.65
internal_count=35696 19282 16414
is_linear=0
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Tree=45
num_leaves=4
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split_feature=15 5 4
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threshold=-0.042998399999999992 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 -2 -3
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internal_weight=5669.84 3759.79 1870.18
internal_count=35745 24992 13605
is_linear=0
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Tree=46
num_leaves=4
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split_feature=22 3 21
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decision_type=2 2 2
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internal_count=35605 27836 18041
is_linear=0
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Tree=47
num_leaves=4
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split_feature=36 3 24
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decision_type=2 2 2
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internal_weight=5664.65 5422.57 4410.44
internal_count=35728 32808 27395
is_linear=0
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Tree=48
num_leaves=4
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split_feature=34 16 6
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decision_type=2 2 2
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is_linear=0
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Tree=49
num_leaves=4
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split_feature=30 21 23
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threshold=1.0000000180025095e-35 -0.26352299999999995 1.0000000180025095e-35
decision_type=2 2 2
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is_linear=0
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Tree=50
num_leaves=4
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split_feature=23 20 13
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decision_type=2 2 2
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internal_weight=5636.37 3286.94 2349.43
internal_count=35659 24065 11594
is_linear=0
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Tree=51
num_leaves=4
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split_feature=0 15 4
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decision_type=2 2 2
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internal_weight=5629.53 4632.03 3100.62
internal_count=35594 28590 20166
is_linear=0
shrinkage=0.0856675


Tree=52
num_leaves=4
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split_feature=3 23 21
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decision_type=2 2 2
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internal_value=0 -0.00509608 0.00676101
internal_weight=5634.6 3152.78 2481.82
internal_count=35702 21486 14216
is_linear=0
shrinkage=0.0856675


Tree=53
num_leaves=4
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split_feature=5 28 19
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decision_type=2 2 2
left_child=-1 -2 -3
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leaf_weight=2690.218481503427 2365.4102280400693 155.41662222892046 422.08505296334624
leaf_count=15564 13919 1543 4607
internal_value=0.000590306 -0.00439772 -0.021867
internal_weight=5633.13 2942.91 577.502
internal_count=35633 20069 6150
is_linear=0
shrinkage=0.0856675


Tree=54
num_leaves=4
num_cat=0
split_feature=17 6 10
split_gain=22.9007 18.2961 22.6271
threshold=-0.14897149999999998 0.11028 -0.087993999999999975
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=1.0249639159516607e-05 -0.0077973579685446485 -0.0036147122401190258 0.016100827184677691
leaf_weight=1082.7557449601591 2018.6453907974064 1279.5309537909925 1266.2007812038064
leaf_count=4673 16446 8319 6332
internal_value=-0.000147798 0.00353124 0.00832016
internal_weight=5647.13 3628.49 2348.96
internal_count=35770 19324 11005
is_linear=0
shrinkage=0.0856675


Tree=55
num_leaves=4
num_cat=0
split_feature=0 2 20
split_gain=27.0728 19.4808 18.7786
threshold=0.17078800000000005 -0.11358149999999999 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0067705145089252943 -2.3196986091858213e-05 -0.025063943048892427 -0.0041953801399370804
leaf_weight=3066.2862426936626 493.87077720090747 492.90175498649478 1589.1268655210733
leaf_count=15130 3018 3987 13584
internal_value=0 -0.0130209 0.00257507
internal_weight=5642.19 986.773 4655.41
internal_count=35719 7005 28714
is_linear=0
shrinkage=0.0856675


Tree=56
num_leaves=4
num_cat=0
split_feature=5 26 9
split_gain=23.944 23.9415 19.286
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0058035610043540454 -2.5025980745406103e-06 -0.0011371525340556463 -0.030191925030700249
leaf_weight=2708.8068388029933 1953.8997965715826 542.33126304671168 438.27917674928904
leaf_count=15620 11271 4347 4501
internal_value=0 -0.00535994 -0.0162682
internal_weight=5643.32 2934.51 980.61
internal_count=35739 20119 8848
is_linear=0
shrinkage=0.0856675


Tree=57
num_leaves=4
num_cat=0
split_feature=34 18 25
split_gain=21.1828 22.5697 21.9541
threshold=1.0000000180025095e-35 -0.14004849999999999 0.35994860000000006
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.036052139127380943 -3.864796935266501e-07 6.5115692023589341e-05 -0.016560233162955271
leaf_weight=231.71715757250786 4385.6101892739534 373.13086292892694 644.17867887020111
leaf_count=787 27622 1560 5747
internal_value=0 0.0151339 -0.00179747
internal_weight=5634.64 604.848 5029.79
internal_count=35716 2347 33369
is_linear=0
shrinkage=0.0856675


Tree=58
num_leaves=4
num_cat=0
split_feature=30 21 16
split_gain=23.0363 18.254 12.944
threshold=1.0000000180025095e-35 -0.26352299999999995 0.71264800000000006
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.014710834434272086 -0.01476752058858668 0.00098850225076307268 -0.023522144132541292
leaf_weight=727.04705090075731 662.45192209258676 4081.5928105376661 161.55007876828313
leaf_count=3272 5590 25389 1467
internal_value=0 0.0021949 5.33845e-07
internal_weight=5632.64 4970.19 4243.14
internal_count=35718 30128 26856
is_linear=0
shrinkage=0.0856675


Tree=59
num_leaves=4
num_cat=0
split_feature=34 16 13
split_gain=16.9653 21.4909 16.8337
threshold=1.0000000180025095e-35 0.32739840000000003 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.013585809273048467 0.0015222568198741254 -0.0012637047297363473 -0.0236523026265602
leaf_weight=608.0348358117044 3584.4844365827739 936.44682722911239 504.55626511946321
leaf_count=2356 19928 7979 5475
internal_value=0 -0.00152811 -0.0105655
internal_weight=5633.52 5025.49 1441
internal_count=35738 33382 13454
is_linear=0
shrinkage=0.0856675


Tree=60
num_leaves=4
num_cat=0
split_feature=15 0 4
split_gain=18.2688 20.2403 17.7683
threshold=-0.042998399999999992 0.045801000000000008 0.11052400000000001
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.014276625832858587 -9.3647459813985268e-07 -0.0017653263294780779 -0.016484274395156533
leaf_weight=1197.984835088253 3084.9111002981663 720.90207732468843 608.96603724732995
leaf_count=6499 19968 4264 4901
internal_value=2.64432e-05 0.00715329 -0.00310932
internal_weight=5612.76 1918.89 3693.88
internal_count=35632 10763 24869
is_linear=0
shrinkage=0.0856675


Tree=61
num_leaves=4
num_cat=0
split_feature=12 36 3
split_gain=22.9992 21.4838 22.5088
threshold=0.214342 1.0443690000000003 0.029340500000000002
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.011302494657236926 -0.011211637285156636 -0.022674777156713448 -0.00014253440321721996
leaf_weight=2043.3787934295833 1003.7069027274847 198.69208764284849 2396.4383523091674
leaf_count=10764 7006 2552 15453
internal_value=0.000113066 0.00301981 0.00465333
internal_weight=5642.22 4638.51 4439.82
internal_count=35775 28769 26217
is_linear=0
shrinkage=0.0856675


Tree=62
num_leaves=4
num_cat=0
split_feature=23 35 13
split_gain=19.8388 29.2805 25.3973
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.21440249999999997
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0077941540034324021 0.023062918061770899 -0.007618084604907845 0.011097743324325181
leaf_weight=609.92717935889959 217.08859193325043 3045.4402800519019 1751.1014354117215
leaf_count=2676 976 23144 8908
internal_value=-0.000246142 -0.00491898 0.00532075
internal_weight=5623.56 3262.53 2361.03
internal_count=35704 24120 11584
is_linear=0
shrinkage=0.0856675


Tree=63
num_leaves=4
num_cat=0
split_feature=0 16 6
split_gain=19.4011 17.4648 15.3227
threshold=0.17078800000000005 0.71264800000000006 -0.33979499999999996
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.018808970413823792 -0.010640302415116239 -0.021924845065163932 0.0017214125032298721
leaf_weight=492.2976639829576 969.86682100407779 175.71933224797249 3979.0005151405931
leaf_count=2314 6966 1589 24742
internal_value=0 0.00263349 0.00407848
internal_weight=5616.88 4647.02 4471.3
internal_count=35611 28645 27056
is_linear=0
shrinkage=0.0856675


Tree=64
num_leaves=4
num_cat=0
split_feature=34 17 14
split_gain=18.6067 20.9604 19.1507
threshold=1.0000000180025095e-35 0.37291350000000006 0.044372500000000002
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.01393555723248297 0.0011967018569585864 -0.0018374076535145967 -0.026909684059966361
leaf_weight=623.34012793004513 3603.7045593373477 969.41197173669934 413.78197749704123
leaf_count=2379 20210 8545 4515
internal_value=0 -0.0017301 -0.0108654
internal_weight=5610.24 4986.9 1383.19
internal_count=35649 33270 13060
is_linear=0
shrinkage=0.0856675


Tree=65
num_leaves=4
num_cat=0
split_feature=0 27 32
split_gain=16.0015 17.5621 23.2016
threshold=0.17078800000000005 1.0000000180025095e-35 0.47077580000000008
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.00029689880644470765 -0.0093013376676150915 0.045003103421095481 3.3027314396286627e-05
leaf_weight=4129.711918734014 971.51353030279279 162.30037494376302 352.32173616439104
leaf_count=23772 7025 1083 3805
internal_value=0.00023273 0.00268218 0.0176943
internal_weight=5615.85 4644.33 514.622
internal_count=35685 28660 4888
is_linear=0
shrinkage=0.0856675


Tree=66
num_leaves=4
num_cat=0
split_feature=3 24 16
split_gain=17.9464 23.986 19.0368
threshold=-0.20855949999999998 0.18943660000000004 0.32739840000000003
decision_type=2 2 2
left_child=-1 -2 -3
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leaf_value=0.010312546070478323 0.0008906638153974467 -0.002567701318388313 -0.031770362724037549
leaf_weight=1066.8830210007727 3487.1706174053252 738.57883815839887 321.28301809728146
leaf_count=5947 20386 5442 3867
internal_value=0 -0.00198547 -0.0134149
internal_weight=5613.92 4547.03 1059.86
internal_count=35642 29695 9309
is_linear=0
shrinkage=0.0856675


Tree=67
num_leaves=4
num_cat=0
split_feature=20 12 1
split_gain=16.8719 13.9774 18.1648
threshold=0.60420000000000018 0.214342 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0090811054391255648 -0.012782740552949458 -0.0073870329187584504 -0.0016682168894610085
leaf_weight=2417.4628858044744 662.67157866619527 852.5772463567555 1681.7965471036732
leaf_count=12774 6597 5548 10820
internal_value=0 0.00174384 0.00415854
internal_weight=5614.51 4951.84 4099.26
internal_count=35739 29142 23594
is_linear=0
shrinkage=0.0856675


Tree=68
num_leaves=4
num_cat=0
split_feature=33 3 18
split_gain=14.8838 15.5729 24.7343
threshold=0.80286712500000013 0.15137400000000001 -0.14004849999999999
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.019207462604818839 -0.014705239005198972 -0.005053265194475018 0.00073521672261221563
leaf_weight=732.76216194778681 433.14657905325294 1479.0456520635635 2965.4644141346216
leaf_count=3336 5433 9768 17131
internal_value=5.35954e-05 0.00169889 0.00496909
internal_weight=5610.42 5177.27 3698.23
internal_count=35668 30235 20467
is_linear=0
shrinkage=0.0856675


Tree=69
num_leaves=4
num_cat=0
split_feature=5 28 3
split_gain=16.9296 21.9972 11.1189
threshold=1.0000000180025095e-35 0.57682962500000012 -0.20855949999999998
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0045660575697357968 0.0090084927256887659 -0.020495597815883962 -0.0044633043447988175
leaf_weight=2695.8817232549191 566.07033285871148 543.21614742279053 1787.0903220027685
leaf_count=15552 2873 6098 11066
internal_value=0 -0.00484217 -0.000327521
internal_weight=5592.26 2896.38 2353.16
internal_count=35589 20037 13939
is_linear=0
shrinkage=0.0856675


Tree=70
num_leaves=4
num_cat=0
split_feature=11 23 14
split_gain=14.7848 15.0975 25.1617
threshold=-0.26895599999999992 1.0000000180025095e-35 -0.098354999999999984
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.014818909781061651 0.019019295751895562 -0.0062483081976527051 -0.0014278704708245635
leaf_weight=394.2853054124862 541.32271271944046 3018.2768805250525 1653.633200250566
leaf_count=2172 2389 22705 8454
internal_value=-0.000522515 -0.00209065 0.00266936
internal_weight=5607.52 5213.23 2194.96
internal_count=35720 33548 10843
is_linear=0
shrinkage=0.0856675


Tree=71
num_leaves=4
num_cat=0
split_feature=0 16 13
split_gain=16.1208 14.0807 11.242
threshold=1.0000000180025095e-35 0.46616800000000008 -0.21440249999999997
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0055701119379136252 -0.00033164194456042107 -0.015406358158050262 0.0077562676077947128
leaf_weight=401.94529131799936 2363.7870341856033 679.60587808676064 2149.6081519760191
leaf_count=1929 13752 6754 13248
internal_value=0 -0.00439219 0.00482795
internal_weight=5594.95 3043.39 2551.55
internal_count=35683 20506 15177
is_linear=0
shrinkage=0.0856675


Tree=72
num_leaves=4
num_cat=0
split_feature=32 27 0
split_gain=14.6873 20.9101 24.4296
threshold=1.0591560000000002 1.0000000180025095e-35 0.17078800000000005
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.00032931240094755018 -0.024847846346513745 0.028440462311503326 -0.0062933132012801514
leaf_weight=4937.6755306292325 163.49850371107459 410.4235054012388 97.855586184188724
leaf_count=28931 1941 3715 1141
internal_value=0 0.000962006 0.0175798
internal_weight=5609.45 5445.95 508.279
internal_count=35728 33787 4856
is_linear=0
shrinkage=0.0856675


Tree=73
num_leaves=4
num_cat=0
split_feature=32 0 16
split_gain=15.7816 14.7977 13.072
threshold=1.0591560000000002 1.0000000180025095e-35 0.46616800000000008
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0063336185874784774 -0.025722780532585966 -9.7790903324715451e-07 -0.013161076290451941
leaf_weight=2492.5445990115404 159.81554107740521 2308.1024458706379 647.66790238209069
leaf_count=14348 1919 13096 6350
internal_value=7.37402e-05 0.00122461 -0.00237419
internal_weight=5608.13 5448.31 2955.77
internal_count=35713 33794 19446
is_linear=0
shrinkage=0.0856675


Tree=74
num_leaves=4
num_cat=0
split_feature=30 19 6
split_gain=24.2478 17.8835 15.3796
threshold=1.0000000180025095e-35 -0.0078670999999999897 -0.33979499999999996
decision_type=2 2 2
left_child=2 -2 -1
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leaf_value=0.016420884451900961 -5.0163641289091302e-05 -0.026364394055083118 3.912242981079849e-07
leaf_weight=469.34454771503806 227.25986436754465 422.54966882988811 4489.89332892932
leaf_count=2148 1710 3918 27979
internal_value=0 -0.0158276 0.0017058
internal_weight=5609.05 649.81 4959.24
internal_count=35755 5628 30127
is_linear=0
shrinkage=0.0856675


Tree=75
num_leaves=4
num_cat=0
split_feature=5 21 19
split_gain=18.656 17.1203 14.8052
threshold=1.0000000180025095e-35 0.52685000000000015 -0.0078670999999999897
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0050495832752631168 -0.0014902059495557887 -7.6620113520308301e-05 -0.040207615437276412
leaf_weight=2704.3306127823889 2540.3500603474677 168.56122556515038 182.01595399528742
leaf_count=15562 16187 1589 2317
internal_value=0 -0.0048434 -0.0230731
internal_weight=5595.26 2890.93 350.577
internal_count=35655 20093 3906
is_linear=0
shrinkage=0.0856675


Tree=76
num_leaves=4
num_cat=0
split_feature=16 3 21
split_gain=16.1693 13.8836 16.4593
threshold=0.71264800000000006 -0.079447999999999991 0.52685000000000015
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0080028405717223229 -0.024303756403767578 -0.0033838911868126491 -0.015656525883312206
leaf_weight=2222.859620494768 199.38691558875144 2979.9450007546693 184.21522003039718
leaf_count=11598 1929 20173 1946
internal_value=-0.000394722 0.000108776 0.00530398
internal_weight=5586.41 5387.02 2407.07
internal_count=35646 33717 13544
is_linear=0
shrinkage=0.0856675


Tree=77
num_leaves=4
num_cat=0
split_feature=5 26 9
split_gain=12.1044 17.2719 25.4821
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0040020774522291488 -1.8262628222078795e-06 -1.7084672404731379e-05 -0.029763203006922621
leaf_weight=2715.1602903772146 1948.1665186285973 526.08900405094028 403.67892772518098
leaf_count=15607 11275 4311 4475
internal_value=0 -0.00396539 -0.0135873
internal_weight=5593.09 2877.93 929.768
internal_count=35668 20061 8786
is_linear=0
shrinkage=0.0856675


Tree=78
num_leaves=4
num_cat=0
split_feature=15 22 0
split_gain=11.0102 11.3738 9.95033
threshold=-0.042998399999999992 -0.44791999999999993 0.045801000000000008
decision_type=2 2 2
left_child=2 -2 -1
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leaf_value=0.010116820126884569 0.009538628370926833 -0.0049264068763338513 -0.0003492269165389713
leaf_weight=1200.343044841662 370.37581723183393 3300.4233182799071 715.386968286708
leaf_count=6480 1712 23242 4268
internal_value=0 -0.00288948 0.00511162
internal_weight=5586.53 3670.8 1915.73
internal_count=35702 24954 10748
is_linear=0
shrinkage=0.0856675


Tree=79
num_leaves=4
num_cat=0
split_feature=21 22 3
split_gain=12.163 17.3141 14.8588
threshold=-0.26352299999999995 -0.44791999999999993 -0.079447999999999991
decision_type=2 2 2
left_child=-1 -2 -3
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leaf_value=0.0090458841949697822 0.010972044911490347 0.00012622259388383835 -0.009169469307172955
leaf_weight=853.6689610555768 571.65390291810036 1963.0493424441665 2210.9620122071356
leaf_count=3971 2685 11984 17127
internal_value=0 -0.00200932 -0.00429517
internal_weight=5599.33 4745.67 4174.01
internal_count=35767 31796 29111
is_linear=0
shrinkage=0.0856675


Tree=80
num_leaves=4
num_cat=0
split_feature=30 29 5
split_gain=12.3132 15.9779 18.0108
threshold=1.0000000180025095e-35 -0.08458149999999999 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0023829546886076363 -9.5161758744270543e-05 -2.7514478870430557e-05 -0.038824432411682562
leaf_weight=4946.8053284678608 170.03335861489177 258.04841887578368 206.49994862638414
leaf_count=30045 1198 2420 1977
internal_value=0.000591775 -0.0100357 -0.0219041
internal_weight=5581.39 634.582 376.533
internal_count=35640 5595 3175
is_linear=0
shrinkage=0.0856675


Tree=81
num_leaves=4
num_cat=0
split_feature=20 12 13
split_gain=12.8416 19.2374 18.8822
threshold=1.0000000180025095e-35 0.214342 -0.21440249999999997
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0059280819816983979 -0.0062130956631418939 -0.010120184971151774 0.0092774884010032137
leaf_weight=603.74973429739475 1814.6633932609111 616.68827737495303 2540.6301930658519
leaf_count=2508 16539 3534 13058
internal_value=0 0.0025294 0.0056848
internal_weight=5575.73 3761.07 3144.38
internal_count=35639 19100 15566
is_linear=0
shrinkage=0.0856675


Tree=82
num_leaves=4
num_cat=0
split_feature=0 19 23
split_gain=13.4473 11.9114 18.9828
threshold=-0.21471799999999996 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 -2 -3
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leaf_value=0.011306715164347713 -5.6239821342119294e-07 0.00070335618775533193 -0.018051323504659749
leaf_weight=582.53859747946262 3819.989837218076 411.23709359765053 769.92717882432044
leaf_count=3198 23318 2155 7021
internal_value=-0.000439516 -0.0022314 -0.00974203
internal_weight=5583.69 5001.15 1181.16
internal_count=35692 32494 9176
is_linear=0
shrinkage=0.0856675


Tree=83
num_leaves=4
num_cat=0
split_feature=16 34 0
split_gain=10.807 9.81724 11.3896
threshold=0.71264800000000006 1.0000000180025095e-35 0.17078800000000005
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.010927214917224971 -0.019994115407471532 0.00080398983671122154 -0.0098930164591145581
leaf_weight=585.95883749425411 194.98948048986495 3950.6926930639893 845.76362828910351
leaf_count=2197 1934 25181 6401
internal_value=-0.000111084 0.000226017 -0.000647376
internal_weight=5577.4 5382.42 4796.46
internal_count=35713 33779 31582
is_linear=0
shrinkage=0.0856675


Tree=84
num_leaves=4
num_cat=0
split_feature=34 15 12
split_gain=11.5971 12.2054 14.8623
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.01087403947957063 0.0035790531600993036 -2.16891931261044e-06 -0.01239248856697326
leaf_weight=622.24132274463773 1749.6385276410729 1971.08478878811 1218.1617206037045
leaf_count=2370 10125 12308 10803
internal_value=0 -0.00150487 -0.00495343
internal_weight=5561.13 4938.89 3189.25
internal_count=35606 33236 23111
is_linear=0
shrinkage=0.0856675


Tree=85
num_leaves=4
num_cat=0
split_feature=0 27 32
split_gain=13.5766 20.3688 15.1905
threshold=0.17078800000000005 1.0000000180025095e-35 1.0591560000000002
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.00029325153455216015 -0.0099983921853450206 0.025403838395603773 0.00011656457036694498
leaf_weight=4124.7680176198483 930.57157957740128 413.0093817487359 96.726055031642318
leaf_count=23828 6974 3746 1157
internal_value=-0.000289457 0.00121031 0.0174415
internal_weight=5565.08 4634.5 509.735
internal_count=35705 28731 4903
is_linear=0
shrinkage=0.0856675


Tree=86
num_leaves=4
num_cat=0
split_feature=3 6 5
split_gain=10.2908 13.0675 12.5236
threshold=0.029340500000000002 0.11028 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0066022462560074175 -2.2414144836415126e-06 -0.0076201895960265002 -0.0104684649091565
leaf_weight=2249.3572733197361 1589.1810286585242 478.99234375543892 1249.4815917331725
leaf_count=12519 9849 3319 10038
internal_value=-2.5696e-05 0.00332984 -0.00399026
internal_weight=5567.01 2728.35 2838.66
internal_count=35725 15838 19887
is_linear=0
shrinkage=0.0856675


Tree=87
num_leaves=4
num_cat=0
split_feature=11 5 3
split_gain=11.5987 11.0905 11.8721
threshold=-0.26895599999999992 1.0000000180025095e-35 -0.20855949999999998
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0138625675626389 0.0021297061443178084 0.00241637014711894 -0.0089946914166053934
leaf_weight=391.06402684189379 2528.7320093903691 627.20546659454703 2009.9626653939486
leaf_count=2157 14675 3778 15016
internal_value=0 -0.00134961 -0.0054818
internal_weight=5556.96 5165.9 2637.17
internal_count=35626 33469 18794
is_linear=0
shrinkage=0.0856675


Tree=88
num_leaves=4
num_cat=0
split_feature=27 0 33
split_gain=10.1911 14.7472 14.8941
threshold=1.0000000180025095e-35 0.17078800000000005 1.0918585000000001
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.00068805894994762194 0.026621996152197472 -0.0069556982989798944 0.00010642657310268449
leaf_weight=4956.2599762473255 400.95907718129456 101.40510430186987 113.58042727597058
leaf_count=29593 3460 1263 1426
internal_value=0.000212573 0.0108387 0.0184589
internal_weight=5572.2 615.945 514.54
internal_count=35742 6149 4886
is_linear=0
shrinkage=0.0856675


Tree=89
num_leaves=4
num_cat=0
split_feature=12 0 3
split_gain=10.0591 19.0793 15.1818
threshold=0.214342 0.045801000000000008 0.15137400000000001
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0055845394745716896 -1.1035027504800838e-05 -0.02280943482951699 -0.0046331616536460524
leaf_weight=3196.0725202299654 592.88137466274202 373.26110489107668 1404.3138072807342
leaf_count=18630 3972 2996 10094
internal_value=0 -0.00755213 0.00200765
internal_weight=5566.53 966.142 4600.39
internal_count=35692 6968 28724
is_linear=0
shrinkage=0.0856675


Tree=90
num_leaves=4
num_cat=0
split_feature=17 20 12
split_gain=11.454 13.6995 10.6431
threshold=-0.14897149999999998 0.43888860000000007 0.214342
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0071302458276718802 -0.0058116865506480393 -0.010933702820615366 -0.0043823414631101254
leaf_weight=2696.2103841118515 1940.6116826143116 415.60634028166533 511.23422571644187
leaf_count=13000 16370 3448 2891
internal_value=-0.000176236 0.00226433 0.00463648
internal_weight=5563.66 3623.05 3207.44
internal_count=35709 19339 15891
is_linear=0
shrinkage=0.0856675


Tree=91
num_leaves=4
num_cat=0
split_feature=0 2 8
split_gain=10.2157 14.3593 24.3095
threshold=-0.21471799999999996 -0.11358149999999999 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.010821827381529762 5.9173518281425527e-06 -0.004427201557951242 0.022373583355979609
leaf_weight=582.03092151694 1007.6455240100622 3529.0254082903266 438.96560724824667
leaf_count=3161 5354 24258 2869
internal_value=0 -0.00114006 0.00542285
internal_weight=5557.67 4975.64 1446.61
internal_count=35642 32481 8223
is_linear=0
shrinkage=0.0856675


Tree=92
num_leaves=4
num_cat=0
split_feature=32 18 13
split_gain=10.3196 10.8747 18.2055
threshold=0.76620750000000004 -0.14004849999999999 -0.21440249999999997
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.00094955683518724667 -0.013346373044066747 -0.0010609703265776888 0.016576820870868991
leaf_weight=538.94426555559039 405.56986031867564 3863.9770257230848 767.5437892600894
leaf_count=2364 4887 24242 4283
internal_value=0 0.000758579 0.00773963
internal_weight=5576.03 5170.47 1306.49
internal_count=35776 30889 6647
is_linear=0
shrinkage=0.0856675


Tree=93
num_leaves=4
num_cat=0
split_feature=36 27 32
split_gain=13.3626 16.4767 14.4774
threshold=1.0443690000000003 1.0000000180025095e-35 1.0591560000000002
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=3.032112258223003e-07 -0.020248561865182198 0.023788335656486369 0.00013013442637946495
leaf_weight=4851.8806372433901 209.98140251077712 419.65158130973577 85.328232867643237
leaf_count=28213 2933 3567 984
internal_value=0.0002364 0.0014383 0.0161236
internal_weight=5566.84 5356.86 504.98
internal_count=35697 32764 4551
is_linear=0
shrinkage=0.0856675


Tree=94
num_leaves=4
num_cat=0
split_feature=36 3 27
split_gain=9.80484 12.9626 10.7597
threshold=1.0443690000000003 -0.20855949999999998 0.23618860000000003
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0097756308254505972 -0.017860283267016892 -0.0024590308008856196 0.011861416982046144
leaf_weight=1028.4643532261252 206.55792047828436 3912.1827166173607 402.25168134458363
leaf_count=5400 2928 23442 3847
internal_value=0 0.000980868 -0.00063208
internal_weight=5549.46 5342.9 4314.43
internal_count=35617 32689 27289
is_linear=0
shrinkage=0.0856675


Tree=95
num_leaves=4
num_cat=0
split_feature=30 29 8
split_gain=9.94461 14.2315 7.82281
threshold=0.39309575000000008 -0.08458149999999999 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00094994430169421441 -0.021429946111424649 -2.8815505325833347e-05 0.0059063085494296674
leaf_weight=3244.351624134928 374.38042902760208 252.6582638528198 1694.6897715330124
leaf_count=18171 3197 2395 11959
internal_value=0 -0.010409 0.000978545
internal_weight=5566.08 627.039 4939.04
internal_count=35722 5592 30130
is_linear=0
shrinkage=0.0856675


Tree=96
num_leaves=4
num_cat=0
split_feature=15 4 0
split_gain=10.0707 12.9283 9.47662
threshold=-0.042998399999999992 0.11052400000000001 0.045801000000000008
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0091784401602619352 -0.00036488213476288447 -0.015191393434680367 -0.0013193402944179789
leaf_weight=1218.576605046168 3053.8268612455577 580.10226173326373 707.31854252889752
leaf_count=6504 20051 4908 4239
internal_value=-0.000322196 -0.00331425 0.00423155
internal_weight=5559.82 3633.93 1925.9
internal_count=35702 24959 10743
is_linear=0
shrinkage=0.0856675


Tree=97
num_leaves=4
num_cat=0
split_feature=2 8 5
split_gain=11.9512 18.5085 10.8416
threshold=-0.11358149999999999 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=6.1091315491852525e-06 0.00094059605788907182 0.020057736147346589 -0.0072631144218124237
leaf_weight=1102.1014949753881 1918.9558889698237 477.35087449103594 2051.7951795142144
leaf_count=5765 11509 3053 15328
internal_value=0 0.00601355 -0.00276991
internal_weight=5550.2 1579.45 3970.75
internal_count=35655 8818 26837
is_linear=0
shrinkage=0.0856675


Tree=98
num_leaves=4
num_cat=0
split_feature=11 5 10
split_gain=10.6406 9.94093 14.4038
threshold=-0.26895599999999992 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.012815157877330874 0.0016400731441087949 -0.0010535252339820907 -0.017978900732914645
leaf_weight=394.9247807841748 2526.8494566995651 2062.7892800532281 562.43383120372891
leaf_count=2170 14686 13139 5696
internal_value=-0.000175793 -0.0015835 -0.00548576
internal_weight=5547 5152.07 2625.22
internal_count=35691 33521 18835
is_linear=0
shrinkage=0.0856675


Tree=99
num_leaves=4
num_cat=0
split_feature=34 18 5
split_gain=7.58255 12.1655 8.7058
threshold=1.0000000180025095e-35 -0.14004849999999999 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.02367531323286496 0.0018468127161862433 3.7996955742659771e-05 -0.0049873217906022506
leaf_weight=241.49952439591289 2386.6340099927038 377.55325006693602 2555.1121262647212
leaf_count=800 14360 1557 18997
internal_value=0 0.00876427 -0.00126199
internal_weight=5560.8 619.053 4941.75
internal_count=35714 2357 33357
is_linear=0
shrinkage=0.0856675


Tree=100
num_leaves=4
num_cat=0
split_feature=15 22 14
split_gain=8.41153 10.915 8.33528
threshold=-0.042998399999999992 -0.44791999999999993 -0.098354999999999984
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0044595894560549541 0.026837546545955288 -0.0045670446012077929 5.5403199575544775e-05
leaf_weight=1933.6421618219465 131.23548797518015 3260.1201158761978 238.00371272116899
leaf_count=10769 539 23271 1156
internal_value=0 -0.00252828 0.00973323
internal_weight=5563 3629.36 369.239
internal_count=35735 24966 1695
is_linear=0
shrinkage=0.0856675


Tree=101
num_leaves=4
num_cat=0
split_feature=0 20 13
split_gain=8.19474 10.1303 14.9933
threshold=-0.21471799999999996 1.0000000180025095e-35 -0.21440249999999997
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0091885807211909455 -0.010984721784398214 -0.0072121549307807599 0.0038580513639594736
leaf_weight=584.4304716847837 578.24434868618846 1601.212928917259 2773.148492205888
leaf_count=3171 2449 15158 14865
internal_value=0 -0.00145934 0.000664593
internal_weight=5537.04 4952.61 3351.39
internal_count=35643 32472 17314
is_linear=0
shrinkage=0.0856675


Tree=102
num_leaves=4
num_cat=0
split_feature=3 20 21
split_gain=7.52416 13.1298 11.0812
threshold=0.15137400000000001 0.43888860000000007 -0.063223499999999988
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0051914313926725835 -3.7040082879154111e-06 -0.017850424412515171 -0.004219062053666997
leaf_weight=2811.8909505009651 1159.3580414988101 426.74367962032557 1141.6169522646815
leaf_count=14815 6895 4738 9183
internal_value=0 -0.00503658 0.00194136
internal_weight=5539.61 1586.1 3953.51
internal_count=35631 11633 23998
is_linear=0
shrinkage=0.0856675


Tree=103
num_leaves=4
num_cat=0
split_feature=0 12 27
split_gain=9.67316 14.6173 13.2023
threshold=0.045801000000000008 0.214342 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00041245723220055932 -1.9993493942237741e-06 -0.019902586367427772 0.018320387972391852
leaf_weight=2925.6339306887239 1867.16418011114 366.64852045848966 380.17770507745445
leaf_count=16610 12609 2996 3442
internal_value=0 -0.00416995 0.00311465
internal_weight=5539.62 2233.81 3305.81
internal_count=35657 15605 20052
is_linear=0
shrinkage=0.0856675


Tree=104
num_leaves=4
num_cat=0
split_feature=0 2 8
split_gain=6.50841 8.71786 17.9675
threshold=-0.21471799999999996 -0.11358149999999999 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0085314906695258541 -0.00047014370723264909 -0.0036238192785999937 0.018529481601179992
leaf_weight=588.44783397018909 999.77804754115641 3495.7190835867077 447.02979104779661
leaf_count=3170 5343 24279 2863
internal_value=0 -0.000977347 0.00396233
internal_weight=5530.97 4942.53 1446.81
internal_count=35655 32485 8206
is_linear=0
shrinkage=0.0856675


Tree=105
num_leaves=4
num_cat=0
split_feature=3 20 5
split_gain=11.4863 11.6931 9.82807
threshold=0.15137400000000001 0.43888860000000007 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0070931534889868871 -7.2704808442437561e-05 -0.018952052305669768 -0.00083667183430955123
leaf_weight=1780.3309634774923 1156.5732930395752 418.3521863669157 2186.7968603074551
leaf_count=9460 6893 4718 14589
internal_value=0 -0.00642807 0.00219351
internal_weight=5542.05 1574.93 3967.13
internal_count=35660 11611 24049
is_linear=0
shrinkage=0.0856675


Tree=106
num_leaves=4
num_cat=0
split_feature=14 13 18
split_gain=6.56434 10.3629 14.166
threshold=1.0000000180025095e-35 -0.21440249999999997 -0.14004849999999999
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0057978505868274931 -0.0051075581864051187 0.014921648214228509 6.1862307444379008e-05
leaf_weight=902.70739937573671 1564.3090544342995 702.21475913748145 2366.0840633064508
leaf_count=4631 11840 4117 15117
internal_value=-9.04264e-05 0.00135884 0.00415171
internal_weight=5535.32 3971.01 3068.3
internal_count=35705 23865 19234
is_linear=0
shrinkage=0.0856675


Tree=107
num_leaves=4
num_cat=0
split_feature=11 3 20
split_gain=10.2462 8.50216 14.9589
threshold=-0.26895599999999992 0.15137400000000001 0.43888860000000007
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.012363615147191776 -4.425059802873151e-07 -9.2756874976259609e-05 -0.022142878200539624
leaf_weight=396.0446497797966 3667.9428787250072 1083.2147762943059 379.08878703601658
leaf_count=2169 22552 6511 4413
internal_value=-0.000301794 -0.00169305 -0.00725567
internal_weight=5526.29 5130.25 1462.3
internal_count=35645 33476 10924
is_linear=0
shrinkage=0.0856675


Tree=108
num_leaves=4
num_cat=0
split_feature=30 29 27
split_gain=7.6661 13.0886 10.8934
threshold=1.0000000180025095e-35 -0.08458149999999999 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=2.9243034964465573e-07 -0.019745291459016639 -2.397291707610412e-05 0.013634697315761302
leaf_weight=4447.0241846144199 368.56485806778073 253.19584858603776 470.03985719196498
leaf_count=25789 3215 2406 4292
internal_value=0 -0.00879377 0.00127173
internal_weight=5538.82 621.761 4917.06
internal_count=35702 5621 30081
is_linear=0
shrinkage=0.0856675


Tree=109
num_leaves=4
num_cat=0
split_feature=16 34 23
split_gain=6.24156 7.58487 7.40121
threshold=0.71264800000000006 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.010345975142940583 -0.014271336410367373 0.0041945423517050426 -0.002693371587217146
leaf_weight=587.4532448798418 187.23172631114721 1900.1143752858043 2869.4436635412276
leaf_count=2185 1925 9719 21889
internal_value=0.000277938 0.00118332 2.46042e-07
internal_weight=5544.24 5357.01 4769.56
internal_count=35718 33793 31608
is_linear=0
shrinkage=0.0856675


Tree=110
num_leaves=4
num_cat=0
split_feature=4 7 16
split_gain=7.37103 15.9252 23.7435
threshold=1.0000000180025095e-35 -0.13531599999999996 -0.35891199999999995
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0029972901328862338 -0.013554189377935911 0.033051942956648567 -0.0018246853587982385
leaf_weight=2675.4193465281278 797.3706420250237 151.07614308595657 1914.4694709349424
leaf_count=15274 4684 732 15004
internal_value=0 -0.00323732 -1.37432e-06
internal_weight=5538.34 2862.92 2065.55
internal_count=35694 20420 15736
is_linear=0
shrinkage=0.0856675


Tree=111
num_leaves=4
num_cat=0
split_feature=36 8 6
split_gain=13.2374 8.6234 10.9566
threshold=1.0443690000000003 1.0000000180025095e-35 0.030296699999999989
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0015641691156546014 -0.021713319428990414 0.013127701223155293 4.4246845080310839e-06
leaf_weight=3452.2238607201725 200.06616774573922 791.26441643573344 1091.3336727824062
leaf_count=19473 2921 4854 8465
internal_value=0 0.000523448 0.00546425
internal_weight=5534.89 5334.82 1882.6
internal_count=35713 32792 13319
is_linear=0
shrinkage=0.0856675


Tree=112
num_leaves=4
num_cat=0
split_feature=0 19 13
split_gain=8.32933 6.70792 11.3696
threshold=0.17078800000000005 1.0000000180025095e-35 -0.21440249999999997
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0046342893785397254 -0.0068635514941782858 -0.0030083771423633607 0.0065807041404028245
leaf_weight=628.92312492057681 924.15805263444781 1053.7700675912201 2930.5892583020031
leaf_count=3153 7015 7776 17761
internal_value=9.59415e-05 0.00194745 0.00400618
internal_weight=5537.44 4613.28 3559.51
internal_count=35705 28690 20914
is_linear=0
shrinkage=0.0856675


Tree=113
num_leaves=4
num_cat=0
split_feature=4 6 16
split_gain=7.76065 17.2477 14.5456
threshold=1.0000000180025095e-35 0.030296699999999989 -0.35891199999999995
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.003061994140540853 0.0023919795765592489 0.010023076939934634 -0.013399632297470175
leaf_weight=2675.5311330370605 1376.0544047243893 119.87555218115449 1362.1413063108921
leaf_count=15243 8620 622 11165
internal_value=0 -0.00333617 -0.0100707
internal_weight=5533.6 2858.07 1482.02
internal_count=35650 20407 11787
is_linear=0
shrinkage=0.0856675


Tree=114
num_leaves=4
num_cat=0
split_feature=21 8 36
split_gain=6.03119 8.00033 7.41693
threshold=-0.26352299999999995 -0.13270499999999996 1.0443690000000003
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=2.8780545083827388e-05 -2.0100919512479039e-07 0.013670634818414443 -0.018696079566209188
leaf_weight=319.8109606988728 4532.8158114869148 524.24151919782162 166.11515357345343
leaf_count=1329 29193 2583 2633
internal_value=0 0.00684542 -0.000986461
internal_weight=5542.98 844.052 4698.93
internal_count=35738 3912 31826
is_linear=0
shrinkage=0.0856675


Tree=115
num_leaves=4
num_cat=0
split_feature=32 27 17
split_gain=5.72821 10.4883 8.98586
threshold=1.0591560000000002 0.23618860000000003 -0.14897149999999998
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=1.6279045850780153e-07 -0.015849173026348359 0.021326464832587714 5.143170523192926e-05
leaf_weight=4892.132800810039 150.80996159464121 320.32883798144758 160.73000211827457
leaf_count=29038 1940 2522 2155
internal_value=0 0.000798771 0.0128905
internal_weight=5524 5373.19 481.059
internal_count=35655 33715 4677
is_linear=0
shrinkage=0.0856675


Tree=116
num_leaves=4
num_cat=0
split_feature=25 3 10
split_gain=9.06398 9.6781 12.657
threshold=0.23942860000000005 0.029340500000000002 -0.20889999999999997
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.0040789570457255616 -0.0096880954386341697 -0.002112896471618159 0.0089022103038584842
leaf_weight=521.92107655480504 648.14665609411895 2496.3689255230129 1883.0385023243725
leaf_count=2543 5962 16838 10430
internal_value=0 0.00105076 0.00520715
internal_weight=5549.48 4901.33 2404.96
internal_count=35773 29811 12973
is_linear=0
shrinkage=0.0856675


Tree=117
num_leaves=4
num_cat=0
split_feature=2 7 19
split_gain=6.33587 12.1017 7.33706
threshold=-0.11358149999999999 -0.13531599999999996 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.001095544636686303 -5.3434925407079878e-07 0.011845550115048764 -0.0082248058169944044
leaf_weight=724.36830594390631 2976.2234818898141 871.43723890557885 968.41564509645104
leaf_count=3623 18872 5262 7984
internal_value=0 0.00465702 -0.00173087
internal_weight=5540.44 1595.81 3944.64
internal_count=35741 8885 26856
is_linear=0
shrinkage=0.0856675


Tree=118
num_leaves=4
num_cat=0
split_feature=0 27 17
split_gain=5.95303 9.61028 9.64338
threshold=0.17078800000000005 1.0000000180025095e-35 -0.14897149999999998
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=3.5697970904896117e-07 -0.0060464056550277381 0.020702757578428304 4.723819024888648e-05
leaf_weight=4073.4796748571098 928.66944436356425 350.66365832835436 175.82088275067508
leaf_count=23762 7049 2584 2280
internal_value=0 0.00144661 0.0123076
internal_weight=5528.63 4599.96 526.485
internal_count=35675 28626 4864
is_linear=0
shrinkage=0.0856675


Tree=119
num_leaves=4
num_cat=0
split_feature=11 23 14
split_gain=7.86728 8.31384 18.4796
threshold=-0.26895599999999992 1.0000000180025095e-35 -0.098354999999999984
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.010440340659956825 0.01560995100753464 -0.0048810017675965057 -0.0018643586392820906
leaf_weight=399.40658783167601 553.468485776335 2948.6924538081512 1628.8557273298502
leaf_count=2174 2419 22661 8443
internal_value=-0.000448479 -0.0017089 0.00161484
internal_weight=5530.42 5131.02 2182.32
internal_count=35697 33523 10862
is_linear=0
shrinkage=0.0856675


Tree=120
num_leaves=4
num_cat=0
split_feature=23 13 1
split_gain=6.95801 20.1843 12.5343
threshold=1.0000000180025095e-35 -0.21440249999999997 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0074174466447639031 -0.0017102708385145157 0.016324125427490909 1.4122446389640514e-05
leaf_weight=602.39664222672582 3169.8588610431179 934.92641312256455 826.43264126777649
leaf_count=2679 24074 4455 4459
internal_value=0.000461453 0.00426079 0.00945518
internal_weight=5533.61 2363.76 1761.36
internal_count=35667 11593 8914
is_linear=0
shrinkage=0.0856675


Tree=121
num_leaves=4
num_cat=0
split_feature=29 11 5
split_gain=7.78411 5.01155 5.22818
threshold=0.60733750000000009 -0.26895599999999992 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.0096129156948953458 -0.014549345588697759 0.0019798288480169083 -0.0034674549489083673
leaf_weight=389.66045634075999 269.63903630338609 2422.8949905168265 2439.3938971664757
leaf_count=2081 2655 13813 17104
internal_value=-0.000316848 1.90829e-05 -0.000321447
internal_weight=5521.59 5251.95 4862.29
internal_count=35653 32998 30917
is_linear=0
shrinkage=0.0856675


Tree=122
num_leaves=4
num_cat=0
split_feature=18 12 17
split_gain=6.36807 13.0781 7.88651
threshold=0.25268450000000003 0.061874000000000005 -0.14897149999999998
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0038545405110371627 -1.8714285095351678e-05 -0.022638138420026429 -0.0030373684025392176
leaf_weight=3227.6144926715642 369.18611497990787 265.46739056147635 1676.7485104547814
leaf_count=16998 2480 2125 14093
internal_value=0 -0.00803123 0.00106952
internal_weight=5539.02 634.654 4904.36
internal_count=35696 4605 31091
is_linear=0
shrinkage=0.0856675


Tree=123
num_leaves=4
num_cat=0
split_feature=16 34 17
split_gain=5.95207 8.22795 8.56249
threshold=-0.35891199999999995 1.0000000180025095e-35 -0.14897149999999998
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.010098406450840435 0.0095928845841520023 -5.7808283760666016e-07 -0.0077005541163130079
leaf_weight=406.5461383331567 457.33282375335693 3271.793607397005 1393.9523290349171
leaf_count=1988 1778 18059 13845
internal_value=0 -0.000613462 -0.00206756
internal_weight=5529.62 5123.08 4665.75
internal_count=35670 33682 31904
is_linear=0
shrinkage=0.0856675


Tree=124
num_leaves=4
num_cat=0
split_feature=20 7 2
split_gain=5.62048 6.56347 11.4122
threshold=0.60420000000000018 -0.13531599999999996 -0.11358149999999999
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0019239937169864263 -0.0075438389651429497 0.012779028319598873 1.8899043349457376e-06
leaf_weight=2060.3470089677721 615.38393075205386 795.9057335536927 2055.0212009139359
leaf_count=10568 6586 4449 14101
internal_value=0 0.00111078 0.00404075
internal_weight=5526.66 4911.27 2850.93
internal_count=35704 29118 18550
is_linear=0
shrinkage=0.0856675


Tree=125
num_leaves=4
num_cat=0
split_feature=3 18 33
split_gain=6.59979 8.93217 12.918
threshold=0.15137400000000001 -0.14004849999999999 0.80286712500000013
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.014707021873560716 -0.0050419661727204986 4.8391934962026193e-07 -0.0095910647596441131
leaf_weight=737.28743114881217 1567.6423695320264 3121.4917304813862 92.586723638698459
leaf_count=3310 11646 19381 1313
internal_value=-2.49167e-06 0.00146705 0.0094318
internal_weight=5519.01 3951.37 829.874
internal_count=35650 24004 4623
is_linear=0
shrinkage=0.0856675


Tree=126
num_leaves=4
num_cat=0
split_feature=0 27 3
split_gain=5.47893 8.7904 6.7925
threshold=0.17078800000000005 1.0000000180025095e-35 0.15137400000000001
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0015728933768829165 -0.0062935708777590608 0.011372192168937971 -0.0063476703260699806
leaf_weight=3028.7928401492536 920.81099834945053 524.05289067514241 1047.9417023025453
leaf_count=16926 7023 4858 6900
internal_value=0 0.000887138 2.18342e-07
internal_weight=5521.6 4600.79 4076.73
internal_count=35707 28684 23826
is_linear=0
shrinkage=0.0856675


Tree=127
num_leaves=4
num_cat=0
split_feature=16 18 32
split_gain=5.47282 4.49035 4.3168
threshold=0.71264800000000006 -0.14004849999999999 0.76620750000000004
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0014330201974178164 -0.00018033434946596139 -0.023006772780460864 -0.0075998445095106573
leaf_weight=4952.557368259877 47.49287351872772 135.2473761793226 383.24122880585492
leaf_count=29139 386 1535 4625
internal_value=0 -0.0145618 0.000388122
internal_weight=5518.54 182.74 5335.8
internal_count=35685 1921 33764
is_linear=0
shrinkage=0.0856675


Tree=128
num_leaves=4
num_cat=0
split_feature=18 11 14
split_gain=4.91728 8.22481 6.52191
threshold=0.13057960000000002 0.013210000000000001 -0.098354999999999984
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0062806587525798263 0.00040348640851585899 -0.0097017189041122935 -0.00032129461333989343
leaf_weight=1465.6210212334991 711.013786226511 912.08091016486287 2427.7975586932153
leaf_count=8245 4904 7096 15392
internal_value=0 -0.00398248 0.00162585
internal_weight=5516.51 1623.09 3893.42
internal_count=35637 12000 23637
is_linear=0
shrinkage=0.0856675


Tree=129
num_leaves=4
num_cat=0
split_feature=26 8 2
split_gain=5.1255 9.38957 7.47033
threshold=0.73187950000000002 1.0000000180025095e-35 0.062850400000000015
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0015868931670999945 -0.010392603687150805 0.01043982465803129 7.3213507073297227e-06
leaf_weight=3402.3004836924374 328.7573044039309 1071.3371878433973 722.15130174346268
leaf_count=19072 4158 6835 5632
internal_value=0 0.000587888 0.00588111
internal_weight=5524.55 5195.79 1793.49
internal_count=35697 31539 12467
is_linear=0
shrinkage=0.0856675


Tree=130
num_leaves=4
num_cat=0
split_feature=5 10 0
split_gain=4.90109 9.44794 10.469
threshold=1.0000000180025095e-35 0.25816850000000008 0.045801000000000008
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0019250402121172693 -1.1989639814153464e-06 -2.1838486536336772e-05 -0.027515731825963764
leaf_weight=2704.04647593759 2221.6915085092187 354.00657144188881 226.11389588471502
leaf_count=15543 14113 3187 2818
internal_value=-0.000229562 -0.00305803 -0.0128098
internal_weight=5505.86 2801.81 580.12
internal_count=35661 20118 6005
is_linear=0
shrinkage=0.0856675


Tree=131
num_leaves=4
num_cat=0
split_feature=21 13 36
split_gain=6.71026 8.21858 7.02228
threshold=-0.56275549999999985 -0.21440249999999997 1.0443690000000003
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00010008725993068039 -7.0933325944300115e-08 0.020061128242728165 -0.017103183529328641
leaf_weight=152.86418213695288 4922.4842255692929 268.3446527197957 175.77870397828519
leaf_count=651 31058 1175 2773
internal_value=9.78577e-05 0.0107052 -0.000370373
internal_weight=5519.47 421.209 5098.26
internal_count=35657 1826 33831
is_linear=0
shrinkage=0.0856675


Tree=132
num_leaves=4
num_cat=0
split_feature=4 16 0
split_gain=5.24847 11.2338 7.68677
threshold=1.0000000180025095e-35 -0.35891199999999995 0.045801000000000008
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0031191843577771279 0.014401414696884829 -2.3236118852140112e-06 -0.0099029401126738258
leaf_weight=2678.6378905959427 221.4821685552597 1561.9423118717968 1066.3101180251688
leaf_count=15260 1091 10645 8771
internal_value=5.50543e-05 -0.00208876 -0.00428736
internal_weight=5528.37 2849.73 2628.25
internal_count=35767 20507 19416
is_linear=0
shrinkage=0.0856675


Tree=133
num_leaves=4
num_cat=0
split_feature=5 4 15
split_gain=5.98916 6.86105 10.8562
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.042998399999999992
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0013862960738270003 -2.9679007921285274e-06 -8.9704568474677932e-06 -0.013261304500936683
leaf_weight=2712.2423301227391 1155.9051889292896 661.18513470701873 985.83029682654887
leaf_count=15594 7043 4358 8743
internal_value=-0.000942072 -0.00394363 -0.00754987
internal_weight=5515.16 2802.92 1647.02
internal_count=35738 20144 13101
is_linear=0
shrinkage=0.0856675


Tree=134
num_leaves=4
num_cat=0
split_feature=30 29 5
split_gain=6.09086 11.8037 6.79058
threshold=1.0000000180025095e-35 -0.08458149999999999 0.096831500000000015
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0018744179928493897 -0.019201395103647156 -2.3469010104282108e-05 -0.0065204954698343956
leaf_weight=4070.4962853956968 359.34478500019759 250.03366108424962 832.57411233521998
leaf_count=23652 3208 2438 6426
internal_value=-0.000568483 -0.00871395 1.85801e-05
internal_weight=5512.45 609.378 4903.07
internal_count=35724 5646 30078
is_linear=0
shrinkage=0.0856675


Tree=135
num_leaves=4
num_cat=0
split_feature=14 7 23
split_gain=4.24346 6.57425 6.08198
threshold=1.0000000180025095e-35 -0.13531599999999996 0.23368310000000003
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0025217232507507392 -3.6189471618831569e-06 0.0042495224057436569 -0.010222766146345773
leaf_weight=1399.289417386055 887.93354835640639 2561.4815310537815 656.42308700922877
leaf_count=6994 5748 16856 6126
internal_value=0 0.00132661 -0.00395215
internal_weight=5505.13 3960.77 1544.36
internal_count=35724 23850 11874
is_linear=0
shrinkage=0.0856675


Tree=136
num_leaves=4
num_cat=0
split_feature=29 22 11
split_gain=5.14041 4.52881 12.7599
threshold=0.60733750000000009 -0.44791999999999993 -0.13142149999999997
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-9.8485430140331858e-05 -0.011837067598475198 -0.00073470106632115987 0.016928163418864217
leaf_weight=438.90937620028853 268.31049117259681 4355.2536772377789 431.76563737541437
leaf_count=1902 2674 29125 1963
internal_value=-0.000220415 -4.06497e-08 0.00594582
internal_weight=5494.24 5225.93 870.675
internal_count=35664 32990 3865
is_linear=0
shrinkage=0.0856675


Tree=137
num_leaves=4
num_cat=0
split_feature=34 10 20
split_gain=3.87664 8.58133 5.86841
threshold=1.0000000180025095e-35 -0.087993999999999975 0.60420000000000018
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=2.6040254423042612e-05 -3.0961734350320648e-07 0.016853129966938718 -0.010162984141758126
leaf_weight=340.63091312721372 4351.2500387858599 283.3957305252552 516.54266258701682
leaf_count=1245 27140 1130 6117
internal_value=-0.000304364 0.00541957 -0.00147131
internal_weight=5491.82 624.027 4867.79
internal_count=35632 2375 33257
is_linear=0
shrinkage=0.0856675


Tree=138
num_leaves=4
num_cat=0
split_feature=12 11 3
split_gain=4.07888 7.61335 6.85471
threshold=0.214342 0.013210000000000001 0.15137400000000001
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.003820048738586572 -0.012291640587247143 -9.5022219089907182e-06 -0.0029286982413545973
leaf_weight=3190.140419928357 512.54737645573914 425.34251661691815 1371.2691514324397
leaf_count=18614 3799 3185 10057
internal_value=0 -0.00482048 0.00133003
internal_weight=5499.3 937.89 4561.41
internal_count=35655 6984 28671
is_linear=0
shrinkage=0.0856675


Tree=139
num_leaves=4
num_cat=0
split_feature=27 0 33
split_gain=4.05017 9.83347 9.1073
threshold=1.0000000180025095e-35 0.17078800000000005 1.0918585000000001
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.0001202011423659845 0.019822781163784386 -0.0072879050813319472 8.0971252070883272e-05
leaf_weight=4885.8261111490428 415.60498671233654 96.513601408340037 112.03608689270914
leaf_count=29558 3463 1251 1434
internal_value=0.000299989 0.00693463 0.0135392
internal_weight=5509.98 624.155 527.641
internal_count=35706 6148 4897
is_linear=0
shrinkage=0.0856675


Tree=140
num_leaves=4
num_cat=0
split_feature=3 13 32
split_gain=6.00056 5.49881 5.09172
threshold=-0.20855949999999998 -0.13734999999999997 0.63811830000000014
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0010965818628427444 -0.0022951956345667783 0.011470680498202249 0.00010854970186228893
leaf_weight=227.02193671278656 4440.7419606316835 757.90484967455268 84.011816684156656
leaf_count=1053 29757 3911 1006
internal_value=-0.000579207 0.00457924 0.00860911
internal_weight=5509.68 1068.94 841.917
internal_count=35727 5970 4917
is_linear=0
shrinkage=0.0856675


Tree=141
num_leaves=4
num_cat=0
split_feature=21 29 29
split_gain=4.34931 3.94227 5.73989
threshold=-0.56275549999999985 1.0000000180025095e-35 -0.08458149999999999
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0081944578658913331 -0.00070061024359662849 -0.0074250111003823383 0.012490880147692214
leaf_weight=422.65094056911767 4245.8096966333687 582.86251004599035 253.6860205437988
leaf_count=1825 26427 5630 1825
internal_value=0 -0.000811128 -1.6916e-07
internal_weight=5505.01 5082.36 4499.5
internal_count=35707 33882 28252
is_linear=0
shrinkage=0.0856675


Tree=142
num_leaves=4
num_cat=0
split_feature=32 27 18
split_gain=3.57369 7.86664 7.2839
threshold=0.76620750000000004 0.23618860000000003 0.25268450000000003
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0008000930990058262 -0.0079031492889492152 0.013554779521620262 -0.010527749658038139
leaf_weight=4345.1063332427293 387.8256522398442 321.22118683345616 454.1138137485832
leaf_count=25063 4857 2756 3031
internal_value=0 0.000596687 1.29098e-07
internal_weight=5508.27 5120.44 4799.22
internal_count=35707 30850 28094
is_linear=0
shrinkage=0.0856675


Tree=143
num_leaves=4
num_cat=0
split_feature=3 24 32
split_gain=5.39218 6.49371 7.64168
threshold=-0.20855949999999998 -0.23574849999999997 0.76620750000000004
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.0029738441041853871 -0.0016457348553493916 0.012451560737676538 -0.0027427670955123477
leaf_weight=182.28364393487573 4430.5578356506303 831.2602929957211 57.93812251649797
leaf_count=779 29728 4458 718
internal_value=0 0.00506531 0.00908474
internal_weight=5502.04 1071.48 889.198
internal_count=35683 5955 5176
is_linear=0
shrinkage=0.0856675


Tree=144
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split_feature=3 32 0
split_gain=5.95336 9.15458 6.53114
threshold=0.15137400000000001 0.76620750000000004 0.045801000000000008
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0039262933441899855 -3.8499899301693974e-06 -0.011431395183606663 -0.0096031746782811542
leaf_weight=3708.8483120184392 799.850277133286 250.31808614730835 746.37942036055028
leaf_count=20930 5503 3094 6074
internal_value=0.000321302 0.00241875 -0.00368885
internal_weight=5505.4 3959.17 1546.23
internal_count=35601 24024 11577
is_linear=0
shrinkage=0.0856675


Tree=145
num_leaves=4
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split_feature=23 8 0
split_gain=6.09946 7.68586 4.86032
threshold=0.23368310000000003 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=6.675418818153708e-07 -4.8104408391536452e-06 0.0077515042834340846 -0.0090240816481294232
leaf_weight=2793.8354311455041 728.73112225532532 1132.7225378053263 840.96880197711289
leaf_count=15169 5261 7662 7551
internal_value=0 0.00173376 -0.00457758
internal_weight=5496.26 3926.56 1569.7
internal_count=35643 22831 12812
is_linear=0
shrinkage=0.0856675


Tree=146
num_leaves=4
num_cat=0
split_feature=34 18 16
split_gain=4.17532 8.06424 7.22681
threshold=1.0000000180025095e-35 -0.14004849999999999 -0.35891199999999995
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.017487477291190989 0.010680502225145005 2.1140574409596494e-05 -0.0030600012262125085
leaf_weight=240.93122269585729 242.49719295650721 385.19271881133318 4640.9572707554325
leaf_count=789 1400 1590 31954
internal_value=-0.000775772 0.00496407 -0.00194339
internal_weight=5509.58 626.124 4883.45
internal_count=35733 2379 33354
is_linear=0
shrinkage=0.0856675


Tree=147
num_leaves=4
num_cat=0
split_feature=27 17 29
split_gain=3.47185 6.17003 5.86534
threshold=1.0000000180025095e-35 -0.14897149999999998 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.00086276588790641759 0.019877113830539521 1.9200427689745641e-05 6.7526884385791017e-05
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leaf_count=29615 2118 2801 1194
internal_value=0 0.00591696 0.0125322
internal_weight=5504.15 621.02 425.777
internal_count=35728 6113 3312
is_linear=0
shrinkage=0.0856675


Tree=148
num_leaves=4
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split_feature=8 2 23
split_gain=4.28731 11.147 6.11067
threshold=1.0000000180025095e-35 -0.11358149999999999 0.23368310000000003
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.0019589843154374817 0.024503624237236808 1.6497007427298506e-06 5.5853448823484667e-05
leaf_weight=3530.695153305307 238.97472492419183 1485.5489192074165 253.01115452684462
leaf_count=20539 1361 12092 1719
internal_value=0 0.00300674 0.0142041
internal_weight=5508.23 1977.53 491.986
internal_count=35711 15172 3080
is_linear=0
shrinkage=0.0856675


Tree=149
num_leaves=4
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split_feature=32 27 27
split_gain=3.5679 5.48458 6.70309
threshold=1.0591560000000002 0.23618860000000003 0.54095700000000013
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.00049073933291980199 -0.013459725950700037 0.01706935287938335 3.1109631185854142e-05
leaf_weight=4872.0633644433692 141.65511150099337 301.39673960767686 186.16715658269823
leaf_count=29108 1909 2806 1880
internal_value=0 0 0.00892575
internal_weight=5501.28 5359.63 487.564
internal_count=35703 33794 4686
is_linear=0
shrinkage=0.0856675


Tree=150
num_leaves=4
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split_feature=0 23 11
split_gain=4.15986 5.15542 4.1541
threshold=-0.21471799999999996 0.23368310000000003 -0.26895599999999992
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0061140342192224787 -3.5649724689341489e-07 -3.2790544066963319e-05 -0.007707426601051233
leaf_weight=591.10476437397301 3467.9345960067585 129.11658867076039 1290.3561507770792
leaf_count=3170 20537 836 11058
internal_value=-0.000125142 -0.00131139 -0.005703
internal_weight=5478.51 4887.41 1419.47
internal_count=35601 32431 11894
is_linear=0
shrinkage=0.0856675


Tree=151
num_leaves=4
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split_feature=30 22 5
split_gain=6.31333 4.85868 4.7167
threshold=1.0000000180025095e-35 -0.28709249999999997 0.26079240000000004
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0014861303354650949 -4.1787615030393901e-05 -0.013423696174744844 -0.0068916065135721204
leaf_weight=4371.7786223851144 141.30598986521363 459.08336420077831 524.92489707097411
leaf_count=25754 833 4778 4345
internal_value=-0.000448462 -0.00885724 0.000156765
internal_weight=5497.09 600.389 4896.7
internal_count=35710 5611 30099
is_linear=0
shrinkage=0.0856675


Tree=152
num_leaves=4
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split_feature=2 3 7
split_gain=5.40776 4.51326 4.88813
threshold=0.27058450000000006 0.15137400000000001 -0.13531599999999996
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.00040838055925157454 -0.0093323636207598114 -0.0035254612565006112 0.0050176871492532173
leaf_weight=1567.0792786683887 461.44707738980651 1440.4813588839024 2015.5039554275572
leaf_count=8059 3812 10635 13157
internal_value=-0.000370273 3.82342e-05 0.00205827
internal_weight=5484.51 5023.06 3582.58
internal_count=35663 31851 21216
is_linear=0
shrinkage=0.0856675


Tree=153
num_leaves=4
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split_feature=16 8 21
split_gain=4.88998 4.50911 12.5137
threshold=0.71264800000000006 1.0000000180025095e-35 0.52685000000000015
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.00024352929902991751 -0.012781680931966237 0.0078040861638631184 -0.011106142460857088
leaf_weight=3401.9015042539686 180.96307395212352 1693.0647528944537 220.92449823301286
leaf_count=19343 1931 11387 2979
internal_value=0.000232381 0.00107481 0.00451306
internal_weight=5496.85 5315.89 1913.99
internal_count=35640 33709 14366
is_linear=0
shrinkage=0.0856675


Tree=154
num_leaves=4
num_cat=0
split_feature=17 13 21
split_gain=5.91008 5.84765 4.47805
threshold=-0.14897149999999998 1.0000000180025095e-35 -0.26352299999999995
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0010829347963827206 -2.7103052370297596e-06 -8.9217392595611304e-05 -0.014203492781286799
leaf_weight=3620.6385879572481 1230.2625857163221 76.554738737642765 574.95744254346937
leaf_count=19354 9654 555 6142
internal_value=-0.000491188 -0.00463311 -0.0112964
internal_weight=5502.41 1881.77 651.512
internal_count=35705 16351 6697
is_linear=0
shrinkage=0.0856675


Tree=155
num_leaves=4
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split_feature=3 25 25
split_gain=2.94877 4.02914 5.54144
threshold=0.15137400000000001 0.23942860000000005 -0.069615999999999983
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=8.9114944473593084e-07 -0.0034729425738802781 -0.005715064946536395 0.009124380420926682
leaf_weight=2810.0613765455782 1539.5723519753665 431.86153980437666 706.82281213160604
leaf_count=15404 11618 3991 4678
internal_value=0 0.000876657 0.00228618
internal_weight=5488.32 3948.75 3516.88
internal_count=35691 24073 20082
is_linear=0
shrinkage=0.0856675


Tree=156
num_leaves=4
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split_feature=33 2 11
split_gain=4.04456 3.55775 3.38347
threshold=1.0918585000000001 0.062850400000000015 -0.26895599999999992
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0077779863062268995 -5.0279317641823947e-05 -0.022602258374160702 -0.00048632210824398774
leaf_weight=388.40728816948831 101.51130472030491 109.11519804038107 4876.1673750542104
leaf_count=2044 1360 1705 30503
internal_value=-0.000341277 -0.0119187 -6.23514e-08
internal_weight=5475.2 210.627 5264.57
internal_count=35612 3065 32547
is_linear=0
shrinkage=0.0856675


Tree=157
num_leaves=4
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split_feature=23 8 22
split_gain=3.71003 4.64582 3.46519
threshold=0.23368310000000003 1.0000000180025095e-35 0.34016750000000007
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00053610017393806433 -2.8299279339498028e-06 0.0055614620710574035 -0.010378033280863619
leaf_weight=2789.5797231215984 1088.9838975183666 1134.6247196989134 473.43697918672115
leaf_count=15203 7811 7635 5050
internal_value=-0.00027751 0.000693525 -0.00405698
internal_weight=5486.63 3924.2 1562.42
internal_count=35699 22838 12861
is_linear=0
shrinkage=0.0856675


Tree=158
num_leaves=4
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split_feature=3 4 5
split_gain=3.93669 8.41664 7.95361
threshold=-0.20855949999999998 0.072439300000000012 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0042002519488662377 0.0014972828835280116 -4.6459976640737893e-06 -0.010248664595464082
leaf_weight=1078.5403176322579 2232.8418932259083 982.2341356575489 1187.7768714427948
leaf_count=5976 13206 6262 10193
internal_value=0 -0.00149241 -0.0055356
internal_weight=5481.39 4402.85 2170.01
internal_count=35637 29661 16455
is_linear=0
shrinkage=0.0856675


Tree=159
num_leaves=4
num_cat=0
split_feature=0 16 8
split_gain=3.73284 6.9447 3.57589
threshold=0.045801000000000008 0.46616800000000008 -0.051885199999999985
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=5.7294047337000465e-07 -1.6439620340154496e-06 -0.012613669649372421 0.0051500255798407222
leaf_weight=2124.6344484686852 1725.084079682827 462.5734983002767 1161.3424814064056
leaf_count=11964 10371 5258 8056
internal_value=-0.000199757 -0.00323957 0.00118589
internal_weight=5473.63 2187.66 3285.98
internal_count=35649 15629 20020
is_linear=0
shrinkage=0.0856675


Tree=160
num_leaves=4
num_cat=0
split_feature=18 14 8
split_gain=3.74772 18.0003 7.4411
threshold=-0.14004849999999999 -0.098354999999999984 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.03332898814468712 -0.0044829859619800079 3.3067984245310495e-06 0.0025780438775115143
leaf_weight=136.74027830921113 2390.6355282329023 1282.0221426095814 1668.0903135184199
leaf_count=606 14961 7794 12314
internal_value=0 0.00401449 -0.00106342
internal_weight=5477.49 1418.76 4058.73
internal_count=35675 8400 27275
is_linear=0
shrinkage=0.0856675


Tree=161
num_leaves=4
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split_feature=2 5 5
split_gain=3.00219 4.58166 2.61622
threshold=-0.11358149999999999 1.0000000180025095e-35 0.096831500000000015
decision_type=2 2 2
left_child=2 -2 -1
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leaf_value=0.0050311874228474145 0.00061334128789860664 -0.0045724788838268525 1.1044101581585381e-05
leaf_weight=1285.6564291846007 1914.6083150655031 1984.8346397252753 293.66160785779357
leaf_count=6790 11533 15334 2043
internal_value=0 -0.00148814 0.00290923
internal_weight=5478.76 3899.44 1579.32
internal_count=35700 26867 8833
is_linear=0
shrinkage=0.0856675


Tree=162
num_leaves=4
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split_feature=11 34 18
split_gain=3.48096 4.42437 3.63194
threshold=-0.26895599999999992 1.0000000180025095e-35 -0.14004849999999999
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.0077389658430465627 0.014197964586225041 -0.0018248034549839336 2.6083490216769858e-05
leaf_weight=398.19067800231278 223.61593583971262 4498.6912343874574 357.67893956229091
leaf_count=2170 740 31310 1474
internal_value=0 -0.000548053 0.0057037
internal_weight=5478.18 5079.99 581.295
internal_count=35694 33524 2214
is_linear=0
shrinkage=0.0856675


Tree=163
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split_feature=16 25 32
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decision_type=2 2 2
left_child=1 -1 -3
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leaf_value=0.0021315681022670029 -0.012488326064522383 -5.7472396657924417e-06 -0.021366873000725671
leaf_weight=4677.7026626272127 173.80530954804271 488.86907275766134 118.87926692422479
leaf_count=27972 1905 3782 1878
internal_value=0.00018761 0.00100604 -0.00418863
internal_weight=5459.26 5285.45 607.748
internal_count=35537 33632 5660
is_linear=0
shrinkage=0.0856675


Tree=164
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split_feature=2 18 8
split_gain=3.51024 4.72495 3.56721
threshold=0.27058450000000006 1.0000000180025095e-35 -0.13270499999999996
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.002804958938059203 -1.9461403209426014e-05 -0.018035278386745495 0.0022077051688911835
leaf_weight=1177.2324488032609 276.41075036674738 178.05476851481944 3857.8087092377245
leaf_count=6161 2163 1643 25769
internal_value=0 -0.00721972 0.000617886
internal_weight=5489.51 454.466 5035.04
internal_count=35736 3806 31930
is_linear=0
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Tree=165
num_leaves=4
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split_feature=0 24 24
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threshold=1.0000000180025095e-35 -0.23574849999999997 0.25070300000000006
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0047767645217118232 -0.00019725355362145222 0.0058465602273200228 -0.0082681727457616025
leaf_weight=585.63335591740906 2526.2017803480849 1978.8765476038679 390.2298476556316
leaf_count=2641 16237 12612 4257
internal_value=0 0.00259844 -0.00200009
internal_weight=5480.94 2564.51 2916.43
internal_count=35747 15253 20494
is_linear=0
shrinkage=0.0856675


Tree=166
num_leaves=2
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split_feature=21
split_gain=2.76724
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decision_type=2
left_child=-1
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leaf_weight=5016.9377880664542 462.06514396052808
leaf_count=30387 5292
internal_value=5.38106e-05
internal_weight=5479
internal_count=35679
is_linear=0
shrinkage=0.0856675


Tree=167
num_leaves=4
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split_feature=22 8 22
split_gain=3.62332 8.27332 4.70428
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decision_type=2 2 2
left_child=1 -1 -2
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leaf_value=-0.00033319665505757411 -0.007922737104475424 0.010795150102304529 -3.9588452918036215e-07
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leaf_count=3255 3501 3235 25713
internal_value=0 0.00350327 -0.00153284
internal_weight=5481.31 1377.63 4103.69
internal_count=35704 6490 29214
is_linear=0
shrinkage=0.0856675


Tree=168
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decision_type=2 2 2
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internal_value=-0.000323969 -6.19172e-08 -0.00833017
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internal_count=35669 31852 3817
is_linear=0
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Tree=169
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split_feature=3 10 0
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decision_type=2 2 2
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internal_count=35693 24074 4189
is_linear=0
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Tree=170
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decision_type=2 2 2
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leaf_count=25775 523 4314 5055
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internal_weight=5474.07 4886.81 587.254
internal_count=35667 30089 5578
is_linear=0
shrinkage=0.0856675


Tree=171
num_leaves=4
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decision_type=2 2 2
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internal_value=0 0.00623858 -0.000544958
internal_weight=5487.32 623.867 4863.46
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is_linear=0
shrinkage=0.0856675


Tree=172
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decision_type=2 2 2
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internal_weight=5479.78 3555.5 1924.28
internal_count=35731 24959 10772
is_linear=0
shrinkage=0.0856675


Tree=173
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decision_type=2 2 2
left_child=-1 -2 -3
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leaf_weight=612.61321999877691 242.06124529056251 4439.4241828108206 177.63984732422978
leaf_count=2330 1399 29139 2853
internal_value=0 -0.000888796 -0.00191788
internal_weight=5471.74 4859.13 4617.06
internal_count=35721 33391 31992
is_linear=0
shrinkage=0.0856675


Tree=174
num_leaves=2
num_cat=0
split_feature=22
split_gain=4.36933
threshold=-0.28709249999999997
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.004068970720552745 -0.0014885330370821479
leaf_weight=1384.9083351381123 4099.4109085639939
leaf_count=6511 29245
internal_value=0
internal_weight=5484.32
internal_count=35756
is_linear=0
shrinkage=0.0856675


Tree=175
num_leaves=4
num_cat=0
split_feature=16 27 3
split_gain=3.15286 3.0467 4.86558
threshold=0.71264800000000006 0.23618860000000003 -0.20855949999999998
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0057745929707683852 -0.01005755753904819 0.0070152311203456833 -0.0010254005026968792
leaf_weight=948.23295054771006 172.4460629587993 573.1522627202794 3788.5922348368913
leaf_count=4896 1913 5670 23219
internal_value=0.000324528 0.00106061 2.20149e-07
internal_weight=5482.42 5309.98 4736.83
internal_count=35698 33785 28115
is_linear=0
shrinkage=0.0856675


Tree=176
num_leaves=4
num_cat=0
split_feature=16 11 11
split_gain=2.5675 2.63818 2.64819
threshold=-0.35891199999999995 -0.26895599999999992 -0.13142149999999997
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.005951053160824735 0.0046299799629808827 -0.005824672561618614 -0.00012708018894766929
leaf_weight=404.13261096179485 374.23974674660712 1031.9030439322814 3657.161522788927
leaf_count=1976 2056 5898 25766
internal_value=-4.09825e-05 -0.000935933 -0.00182992
internal_weight=5467.44 5063.3 4689.06
internal_count=35696 33720 31664
is_linear=0
shrinkage=0.0856675


Tree=177
num_leaves=4
num_cat=0
split_feature=29 29 5
split_gain=3.12726 6.96988 3.60323
threshold=0.60733750000000009 -0.08458149999999999 0.26079240000000004
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.00046316363484913111 -0.0092520345478301121 0.0126515934455877 4.8977172689796567e-05
leaf_weight=4591.5760173369199 261.01094296108931 479.50722355861217 140.95478944014758
leaf_count=27961 2673 3660 1376
internal_value=0 0.0002638 0.00900351
internal_weight=5473.05 5212.04 620.462
internal_count=35670 32997 5036
is_linear=0
shrinkage=0.0856675


Tree=178
num_leaves=4
num_cat=0
split_feature=22 22 11
split_gain=2.67503 5.13617 4.79859
threshold=-0.28709249999999997 1.0000000180025095e-35 0.013210000000000001
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=5.2553512808485178e-06 -0.0076778136268094684 -2.2061788928042293e-07 0.010079453548019771
leaf_weight=877.33248625509441 687.58467918261886 3395.1775238113478 507.79101091995835
leaf_count=4015 3469 25679 2485
internal_value=0 -0.000854851 0.0034631
internal_weight=5467.89 4082.76 1385.12
internal_count=35648 29148 6500
is_linear=0
shrinkage=0.0856675


Tree=179
num_leaves=3
num_cat=0
split_feature=23 14
split_gain=2.91573 4.39422
threshold=0.23368310000000003 -0.098354999999999984
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0051350675683003652 -0.0031326615173521643 -0.00017504649340827495
leaf_weight=1452.3005812745541 1546.778927680105 2475.12643512059
leaf_count=8186 12770 14691
internal_value=0 0.00125505
internal_weight=5474.21 3927.43
internal_count=35647 22877
is_linear=0
shrinkage=0.0856675


Tree=180
num_leaves=3
num_cat=0
split_feature=0 5
split_gain=3.38318 2.334
threshold=0.17078800000000005 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0012053768579239593 -7.4320615430134266e-06 -0.0091958624597030351
leaf_weight=4585.2655107025057 484.36233687587082 415.57453323341906
leaf_count=28707 3195 3810
internal_value=0 -0.00448532
internal_weight=5485.2 899.937
internal_count=35712 7005
is_linear=0
shrinkage=0.0856675


Tree=181
num_leaves=4
num_cat=0
split_feature=5 29 25
split_gain=3.16787 3.12698 3.05456
threshold=1.0000000180025095e-35 0.60733750000000009 0.23942860000000005
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0027756388116700736 -0.00038229487169350913 -0.0095235796063966715 -0.010203621024776448
leaf_weight=2608.8705492578447 2387.5290484912694 98.943975413218141 371.53188832756132
leaf_count=14716 15981 870 4085
internal_value=-9.81828e-05 0.00154318 -0.00246972
internal_weight=5466.88 2707.81 2759.06
internal_count=35652 15586 20066
is_linear=0
shrinkage=0.0856675


Tree=182
num_leaves=3
num_cat=0
split_feature=8 23
split_gain=2.35085 4.26479
threshold=-0.051885199999999985 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0015247971558253182 0.0082550365473301242 1.2598549030402055e-06
leaf_weight=3498.3552605742589 590.87312048487365 1382.3261847654358
leaf_count=20460 3232 11985
internal_value=0 0.00214741
internal_weight=5471.55 1973.2
internal_count=35677 15217
is_linear=0
shrinkage=0.0856675


Tree=183
num_leaves=4
num_cat=0
split_feature=32 2 2
split_gain=3.1381 2.66864 4.5683
threshold=1.0591560000000002 -0.11358149999999999 -0.222191
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=3.1035805568970397e-06 -0.012603718202472424 -0.0005401612920004214 0.013124642938884911
leaf_weight=1270.0323318652809 140.12871982436627 3774.0607504630461 301.12742262706161
leaf_count=6797 1937 25208 1815
internal_value=0 0.000242365 0.00345579
internal_weight=5485.35 5345.22 1571.16
internal_count=35757 33820 8612
is_linear=0
shrinkage=0.0856675


Tree=184
num_leaves=4
num_cat=0
split_feature=32 23 2
split_gain=2.97055 2.39482 3.73264
threshold=1.0591560000000002 1.0000000180025095e-35 0.062850400000000015
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0056291776974908541 -0.011930652570180019 -0.00043971211125821752 4.2659715757008853e-06
leaf_weight=1459.1691843345761 136.77489991579205 3015.6756486436352 865.86802276968956
leaf_count=6653 1919 22541 4557
internal_value=0 0.000599926 0.00285068
internal_weight=5477.49 5340.71 2325.04
internal_count=35670 33751 11210
is_linear=0
shrinkage=0.0856675


Tree=185
num_leaves=4
num_cat=0
split_feature=13 0 3
split_gain=3.89813 4.71664 3.47862
threshold=-0.21440249999999997 0.045801000000000008 0.029340500000000002
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0059456040226107129 0.0025183787202187205 -3.1806679506054468e-06 -0.0064372823845523066
leaf_weight=882.89680003374815 2772.6119520934299 798.09846931975335 1024.8163189711049
leaf_count=4620 17431 5153 8550
internal_value=-0.000701385 -1.46298e-07 -0.00305262
internal_weight=5478.42 4595.53 1822.91
internal_count=35754 31134 13703
is_linear=0
shrinkage=0.0856675


Tree=186
num_leaves=4
num_cat=0
split_feature=12 12 12
split_gain=2.60863 2.62627 4.61884
threshold=0.214342 0.11897050000000002 -0.11425199999999998
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.001015351615290245 -0.0042838216628277538 0.004496912159557759 -0.0068733930018728372
leaf_weight=2844.4931486696005 920.674131764099 1059.1198418894783 652.26607589889318
leaf_count=16256 6950 8440 4057
internal_value=0 0.00069416 1.96757e-07
internal_weight=5476.55 4555.88 3496.76
internal_count=35703 28753 20313
is_linear=0
shrinkage=0.0856675


Tree=187
num_leaves=2
num_cat=0
split_feature=8
split_gain=4.48096
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0021315715089766478 0.0029358268728476447
leaf_weight=3496.913750060834 1967.6386531265453
leaf_count=20519 15169
internal_value=0
internal_weight=5464.55
internal_count=35688
is_linear=0
shrinkage=0.0856675


Tree=188
num_leaves=4
num_cat=0
split_feature=30 29 29
split_gain=3.3928 7.45903 3.74443
threshold=1.0000000180025095e-35 -0.08458149999999999 1.0000000180025095e-35
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.00015269009066165389 -0.015159916024733345 0.016098699455793012 -0.0017773914220934977
leaf_weight=4873.0043341489509 345.13491349667311 102.0625784760341 142.29294004011899
leaf_count=30018 3197 756 1676
internal_value=-0.000182067 -0.00649251 -1.73665e-05
internal_weight=5462.49 589.49 244.356
internal_count=35647 5629 2432
is_linear=0
shrinkage=0.0856675


Tree=189
num_leaves=3
num_cat=0
split_feature=11 11
split_gain=2.67941 2.23301
threshold=-0.26895599999999992 -0.13142149999999997
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0068080812868436908 -0.0039920680410348861 3.1451774927456305e-05
leaf_weight=402.81646190304309 1079.4445094335824 3994.3071653833613
leaf_count=2186 6092 27465
internal_value=0 -0.000411787
internal_weight=5476.57 5073.75
internal_count=35743 33557
is_linear=0
shrinkage=0.0856675


Tree=190
num_leaves=2
num_cat=0
split_feature=4
split_gain=4.31442
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0021658259390085611 -0.0026171002100022745
leaf_weight=2666.0122154317796 2792.212354102172
leaf_count=15216 20412
internal_value=0
internal_weight=5458.22
internal_count=35628
is_linear=0
shrinkage=0.0856675


Tree=191
num_leaves=3
num_cat=0
split_feature=21 16
split_gain=3.03863 3.09121
threshold=-0.26352299999999995 0.71264800000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0052026826741056837 -9.2573148756494183e-09 -0.012409302644137681
leaf_weight=851.41672374680638 4471.1395449526608 144.61589307617396
leaf_count=3951 29969 1701
internal_value=0.000389343 -4.53966e-05
internal_weight=5467.17 4615.76
internal_count=35621 31670
is_linear=0
shrinkage=0.0856675


Tree=192
num_leaves=4
num_cat=0
split_feature=27 27 21
split_gain=2.59032 2.5171 2.17434
threshold=0.23618860000000003 0.54095700000000013 -0.063223499999999988
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-2.3554996254022762e-07 0.0095288186378101793 1.4611379976512372e-05 -0.0040398618162992353
leaf_weight=3681.4552821395919 372.95014012884349 216.70571909751743 1188.5566198853776
leaf_count=20316 3663 2285 9383
internal_value=0 0.00511924 -0.000845363
internal_weight=5459.67 589.656 4870.01
internal_count=35647 5948 29699
is_linear=0
shrinkage=0.0856675


Tree=193
num_leaves=3
num_cat=0
split_feature=21 14
split_gain=3.28786 2.65883
threshold=0.52685000000000015 -0.098354999999999984
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0034069992940983724 -0.0069517589452467304 -0.00032076931871229754
leaf_weight=1810.164267834276 457.98616615310311 3190.156241347082
leaf_count=10234 5267 20185
internal_value=0 0.00060944
internal_weight=5458.31 5000.32
internal_count=35686 30419
is_linear=0
shrinkage=0.0856675


Tree=194
num_leaves=2
num_cat=0
split_feature=13
split_gain=2.7304
threshold=-0.21440249999999997
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0046488532368930968 0.00045824099754164695
leaf_weight=879.66483163647354 4594.3916527135298
leaf_count=4610 31164
internal_value=0
internal_weight=5474.06
internal_count=35774
is_linear=0
shrinkage=0.0856675


Tree=195
num_leaves=2
num_cat=0
split_feature=27
split_gain=2.20606
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.00041617337396040506 0.0049490670891950842
leaf_weight=4843.6340659977868 623.87151361163706
leaf_count=29565 6108
internal_value=0
internal_weight=5467.51
internal_count=35673
is_linear=0
shrinkage=0.0856675


Tree=196
num_leaves=2
num_cat=0
split_feature=15
split_gain=2.16434
threshold=-0.042998399999999992
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0015835734181029288 -0.0017915777358209017
leaf_weight=1910.6119770463556 3534.0524234389886
leaf_count=10726 24867
internal_value=-0.000221411
internal_weight=5444.66
internal_count=35593
is_linear=0
shrinkage=0.0856675


Tree=197
num_leaves=2
num_cat=0
split_feature=16
split_gain=2.45145
threshold=-0.35891199999999995
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0060887632922567349 -0.00075691841570581328
leaf_weight=404.30724111199379 5052.0499424757436
leaf_count=1967 33656
internal_value=0
internal_weight=5456.36
internal_count=35623
is_linear=0
shrinkage=0.0856675


Tree=198
num_leaves=4
num_cat=0
split_feature=13 21 36
split_gain=3.63262 7.61842 5.47459
threshold=-0.21440249999999997 -0.56275549999999985 1.0443690000000003
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.0054050243307652021 0.014511466604170324 0.00018679285597236498 -0.016101504822496667
leaf_weight=873.97817308269441 267.88116986863315 4166.5709383413196 151.65168918482959
leaf_count=4614 1160 27301 2582
internal_value=-7.55975e-05 0.000484079 1.03603e-07
internal_weight=5460.08 4586.1 4318.22
internal_count=35657 31043 29883
is_linear=0
shrinkage=0.0856675


Tree=199
num_leaves=2
num_cat=0
split_feature=17
split_gain=2.29573
threshold=-0.14897149999999998
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0014244252663590791 -0.0022522979058253118
leaf_weight=3597.0994615629315 1878.518953403458
leaf_count=19273 16469
internal_value=0
internal_weight=5475.62
internal_count=35742
is_linear=0
shrinkage=0.0856675


Tree=200
num_leaves=3
num_cat=0
split_feature=32 20
split_gain=3.40767 2.09822
threshold=1.0591560000000002 0.60420000000000018
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0013288755571072147 -0.0131861479312066 -0.0037153056278940548
leaf_weight=4752.1042158650234 136.14778007380664 564.88178377319127
leaf_count=27635 1932 6079
internal_value=0 0.000396827
internal_weight=5453.13 5316.99
internal_count=35646 33714
is_linear=0
shrinkage=0.0856675


Tree=201
num_leaves=2
num_cat=0
split_feature=3
split_gain=2.08701
threshold=-0.20855949999999998
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0036174285904239456 -0.00053980363574193733
leaf_weight=1069.8502449337393 4387.1280239680782
leaf_count=5959 29702
internal_value=0
internal_weight=5456.98
internal_count=35661
is_linear=0
shrinkage=0.0856675


Tree=202
num_leaves=4
num_cat=0
split_feature=32 22 2
split_gain=4.04437 2.44112 2.25207
threshold=0.76620750000000004 -0.44791999999999993 -0.11358149999999999
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0033196471278420753 -0.00015177617864085984 -0.011696505053755642 -0.00033675245636883932
leaf_weight=1513.0173980873078 27.39373530074954 342.47927257046103 3577.8776115933433
leaf_count=8006 190 4645 22790
internal_value=0 -0.00883557 0.000338286
internal_weight=5460.77 369.873 5090.9
internal_count=35631 4835 30796
is_linear=0
shrinkage=0.0856675


Tree=203
num_leaves=4
num_cat=0
split_feature=30 16 0
split_gain=2.93337 3.18283 3.15591
threshold=1.0000000180025095e-35 -0.35891199999999995 0.17078800000000005
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0078690708268524846 -8.1191551606134341e-06 6.3306399489078454e-08 -0.020359936804682417
leaf_weight=380.51868941262364 479.1557217175141 4495.6940716141835 105.02049204520881
leaf_count=1798 4318 28256 1313
internal_value=-9.04252e-06 0.000280397 -0.00600164
internal_weight=5460.39 4876.21 584.176
internal_count=35685 30054 5631
is_linear=0
shrinkage=0.0856675


Tree=204
num_leaves=2
num_cat=0
split_feature=0
split_gain=2.70975
threshold=0.17078800000000005
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.00059560965053130188 -0.0045229827740095353
leaf_weight=4570.6797973979264 889.934963372536
leaf_count=28708 6975
internal_value=0
internal_weight=5460.61
internal_count=35683
is_linear=0
shrinkage=0.0856675


Tree=205
num_leaves=2
num_cat=0
split_feature=8
split_gain=3.45598
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
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leaf_value=-0.001907315984963212 0.002539119264601499
leaf_weight=3485.1044540517032 1963.0583846122026
leaf_count=20469 15134
internal_value=0
internal_weight=5448.16
internal_count=35603
is_linear=0
shrinkage=0.0856675


Tree=206
num_leaves=2
num_cat=0
split_feature=3
split_gain=2.42965
threshold=0.15137400000000001
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0016422674965097775 -0.0021996292772181302
leaf_weight=3924.2019789498299 1529.6505164187402
leaf_count=24040 11618
internal_value=0.000179353
internal_weight=5453.85
internal_count=35658
is_linear=0
shrinkage=0.0856675


Tree=207
num_leaves=3
num_cat=0
split_feature=5 4
split_gain=2.71264 4.09479
threshold=1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0011357052416184922 -1.8464276375695111e-06 -0.0054143059043754689
leaf_weight=2702.8766273055226 1149.3690159488469 1600.3028766717762
leaf_count=15574 7030 13055
internal_value=-0.000302358 -0.00247913
internal_weight=5452.55 2749.67
internal_count=35659 20085
is_linear=0
shrinkage=0.0856675


Tree=208
num_leaves=2
num_cat=0
split_feature=11
split_gain=2.13897
threshold=-0.26895599999999992
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0057827425976317006 -0.00065128109810466412
leaf_weight=402.69104595854878 5033.6283588660881
leaf_count=2177 33432
internal_value=0
internal_weight=5436.32
internal_count=35609
is_linear=0
shrinkage=0.0856675


Tree=209
num_leaves=3
num_cat=0
split_feature=3 27
split_gain=3.17473 2.70728
threshold=0.15137400000000001 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.00090689569597976949 -0.0054841219887091655 -1.523614202155094e-05
leaf_weight=3930.3324967445806 1326.2534550568089 194.60696171130985
leaf_count=24046 9385 2214
internal_value=0 -0.00362877
internal_weight=5451.19 1520.86
internal_count=35645 11599
is_linear=0
shrinkage=0.0856675


Tree=210
num_leaves=2
num_cat=0
split_feature=18
split_gain=2.35582
threshold=0.25268450000000003
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.00081528110517288652 -0.004762564873886225
leaf_weight=4837.1725757978857 617.55236750282347
leaf_count=31038 4632
internal_value=0
internal_weight=5454.72
internal_count=35670
is_linear=0
shrinkage=0.0856675


Tree=211
num_leaves=2
num_cat=0
split_feature=27
split_gain=2.14952
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.00048350994231422027 0.0048330690907474909
leaf_weight=4824.8990333499387 624.17591126542538
leaf_count=29516 6152
internal_value=0
internal_weight=5449.07
internal_count=35668
is_linear=0
shrinkage=0.0856675


Tree=212
num_leaves=2
num_cat=0
split_feature=17
split_gain=2.63125
threshold=-0.14897149999999998
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.001324537718840849 -0.0026459365703451975
leaf_weight=3593.6369531741366 1854.1499485140666
leaf_count=19303 16334
internal_value=0
internal_weight=5447.79
internal_count=35637
is_linear=0
shrinkage=0.0856675


Tree=213
num_leaves=2
num_cat=0
split_feature=7
split_gain=2.51709
threshold=-0.13531599999999996
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0015418099959610752 0.0020338893292145927
leaf_weight=2248.4488210640848 3210.0524273337796
leaf_count=12436 23244
internal_value=0.000176321
internal_weight=5458.5
internal_count=35680
is_linear=0
shrinkage=0.0856675


Tree=214
num_leaves=3
num_cat=0
split_feature=2 2
split_gain=2.70537 2.34039
threshold=-0.11358149999999999 -0.222191
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=2.7816521454260787e-06 -0.0010024120637220385 0.01035641354077476
leaf_weight=1278.608696822077 3864.0693725915626 306.52660852298141
leaf_count=6931 26837 1904
internal_value=0 0.00317113
internal_weight=5449.2 1585.14
internal_count=35672 8835
is_linear=0
shrinkage=0.0856675


Tree=215
num_leaves=4
num_cat=0
split_feature=19 19 27
split_gain=2.37025 10.8106 3.10042
threshold=1.0000000180025095e-35 0.26845950000000007 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=1.2540568145803387e-07 -0.015623903348105813 -3.3008529954745065e-06 0.0072144904904450132
leaf_weight=3748.1966299163178 390.71162652689964 859.08963837102056 451.32451964169741
leaf_count=21439 2527 7491 4222
internal_value=-9.56999e-05 -0.00363589 0.000459146
internal_weight=5449.32 1249.8 4199.52
internal_count=35679 10018 25661
is_linear=0
shrinkage=0.0856675


Tree=216
num_leaves=3
num_cat=0
split_feature=0 3
split_gain=2.32455 2.40187
threshold=0.17078800000000005 0.15137400000000001
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0025360482753173652 -0.0035580506640503782 -0.0011535168572051723
leaf_weight=3387.6450387379155 890.25288632139564 1182.0663906671107
leaf_count=20145 7030 8523
internal_value=0 0.00112169
internal_weight=5459.96 4569.71
internal_count=35698 28668
is_linear=0
shrinkage=0.0856675


Tree=217
num_leaves=3
num_cat=0
split_feature=16 15
split_gain=2.66102 3.86613
threshold=-0.35891199999999995 -0.28030549999999993
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0062037546492362903 0.0034075453267230146 -0.0022815975399777646
leaf_weight=408.17078095860779 895.23681984748691 4156.8642691755667
leaf_count=1978 4592 29194
internal_value=0 -0.000856714
internal_weight=5460.27 5052.1
internal_count=35764 33786
is_linear=0
shrinkage=0.0856675


Tree=218
num_leaves=2
num_cat=0
split_feature=27
split_gain=2.54299
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=1.6121244276075117e-07 0.0059469500911523213
leaf_weight=4831.4207924427465 627.45427923928946
leaf_count=29568 6131
internal_value=0.000814216
internal_weight=5458.88
internal_count=35699
is_linear=0
shrinkage=0.0856675


Tree=219
num_leaves=4
num_cat=0
split_feature=22 22 21
split_gain=2.58488 5.37378 3.18431
threshold=-0.28709249999999997 1.0000000180025095e-35 0.52685000000000015
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0029184313662535912 -0.0082236872350521985 0.00097887574134781228 -0.0074855891138871922
leaf_weight=1380.5425229370594 687.02075546607375 3034.4242715891451 362.53167575132102
leaf_count=6518 3477 21128 4637
internal_value=0 -0.00132616 -3.4107e-07
internal_weight=5464.52 4083.98 3396.96
internal_count=35760 29242 25765
is_linear=0
shrinkage=0.0856675


Tree=220
num_leaves=2
num_cat=0
split_feature=23
split_gain=2.20327
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0024383512863131408 -0.00086553264955906335
leaf_weight=2351.5385828260332 3113.0761144682765
leaf_count=11596 24093
internal_value=0.000172329
internal_weight=5464.61
internal_count=35689
is_linear=0
shrinkage=0.0856675


Tree=221
num_leaves=2
num_cat=0
split_feature=27
split_gain=2.06581
threshold=0.23618860000000003
decision_type=2
left_child=-1
right_child=-2
leaf_value=5.3224124246410408e-08 0.0051277687403890873
leaf_weight=4876.1282029384747 589.11699478328228
leaf_count=29776 5944
internal_value=0.000271135
internal_weight=5465.25
internal_count=35720
is_linear=0
shrinkage=0.0856675


Tree=222
num_leaves=2
num_cat=0
split_feature=18
split_gain=2.51473
threshold=-0.14004849999999999
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0032564753929748675 -0.00092348102841916554
leaf_weight=1411.9362485799938 4044.9916443498805
leaf_count=8337 27293
internal_value=0
internal_weight=5456.93
internal_count=35630
is_linear=0
shrinkage=0.0856675


Tree=223
num_leaves=2
num_cat=0
split_feature=2
split_gain=2.36173
threshold=0.27058450000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.00051411955075443409 -0.0059731802050778668
leaf_weight=5007.383760990575 445.8187146410346
leaf_count=31848 3806
internal_value=0
internal_weight=5453.2
internal_count=35654
is_linear=0
shrinkage=0.0856675


Tree=224
num_leaves=2
num_cat=0
split_feature=32
split_gain=2.60109
threshold=0.76620750000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-1.3670833780256982e-07 -0.0076567704740428504
leaf_weight=5077.638361480087 371.98416947294027
leaf_count=30822 4851
internal_value=-0.000726331
internal_weight=5449.62
internal_count=35673
is_linear=0
shrinkage=0.0856675


Tree=225
num_leaves=3
num_cat=0
split_feature=32 4
split_gain=2.8847 2.70844
threshold=1.0591560000000002 0.11052400000000001
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0015829267140322623 -0.012304987294062467 -0.0032321950523119414
leaf_weight=4405.5314610246569 132.32739442121238 909.37636275216937
leaf_count=26793 1900 6955
internal_value=0 0.000363051
internal_weight=5447.24 5314.91
internal_count=35648 33748
is_linear=0
shrinkage=0.0856675


Tree=226
num_leaves=2
num_cat=0
split_feature=5
split_gain=3.66048
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0015866069641801088 -0.0027173268209088062
leaf_weight=2697.6737650576979 2743.5870736651123
leaf_count=15563 20061
internal_value=-0.000197833
internal_weight=5441.26
internal_count=35624
is_linear=0
shrinkage=0.0856675


Tree=227
num_leaves=2
num_cat=0
split_feature=2
split_gain=2.56546
threshold=0.27058450000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=8.0748274093790857e-05 -0.0064779230397120002
leaf_weight=5011.6440788796172 445.73472501710057
leaf_count=31866 3823
internal_value=-7.2286e-05
internal_weight=5457.38
internal_count=35689
is_linear=0
shrinkage=0.0856675


Tree=228
num_leaves=2
num_cat=0
split_feature=3
split_gain=2.34248
threshold=0.15137400000000001
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0010652714591062142 -0.0028909433302197552
leaf_weight=3931.1001283768564 1519.9624871229753
leaf_count=24077 11614
internal_value=0
internal_weight=5451.06
internal_count=35691
is_linear=0
shrinkage=0.0856675


Tree=229
num_leaves=2
num_cat=0
split_feature=2
split_gain=2.48482
threshold=-0.11358149999999999
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0032057887547397314 -0.00069178233187668461
leaf_weight=1593.6903968788683 3862.4426745120436
leaf_count=8864 26803
internal_value=6.25834e-05
internal_weight=5456.13
internal_count=35667
is_linear=0
shrinkage=0.0856675


Tree=230
num_leaves=3
num_cat=0
split_feature=7 7
split_gain=2.56897 2.36816
threshold=-0.13531599999999996 0.12551190000000004
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0018720926198448093 0.0040739804196929155 1.0600373772117781e-06
leaf_weight=2247.603304957971 1705.9782982878387 1504.058366952464
leaf_count=12457 11045 12216
internal_value=0 0.00184748
internal_weight=5457.64 3210.04
internal_count=35718 23261
is_linear=0
shrinkage=0.0856675


Tree=231
num_leaves=2
num_cat=0
split_feature=18
split_gain=2.25007
threshold=-0.14004849999999999
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0021819809248406893 -0.0015689941839651886
leaf_weight=1426.7354477224872 4031.9858633149415
leaf_count=8443 27312
internal_value=-0.00020355
internal_weight=5458.72
internal_count=35755
is_linear=0
shrinkage=0.0856675


Tree=232
num_leaves=3
num_cat=0
split_feature=8 3
split_gain=2.31516 4.19483
threshold=-0.051885199999999985 0.15137400000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-3.6789238121143358e-05 0.005857181258125013 -0.00050207393333269045
leaf_weight=3488.1981885386631 1474.986013667658 502.52078130934387
leaf_count=20495 10412 4843
internal_value=0.000742993 0.00317858
internal_weight=5465.7 1977.51
internal_count=35750 15255
is_linear=0
shrinkage=0.0856675


Tree=233
num_leaves=2
num_cat=0
split_feature=13
split_gain=2.5022
threshold=-0.21440249999999997
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0040893038810203546 0.00089143529007847241
leaf_weight=877.59878566488624 4577.9304011482745
leaf_count=4613 31066
internal_value=0
internal_weight=5455.53
internal_count=35679
is_linear=0
shrinkage=0.0856675


Tree=234
num_leaves=3
num_cat=0
split_feature=22 22
split_gain=2.89538 3.77899
threshold=-0.44791999999999993 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0038637086024193687 -0.0054897403803347341 -3.5087492773051424e-07
leaf_weight=889.73509798571467 1182.2991729807109 3384.0421056943014
leaf_count=3983 6031 25736
internal_value=-8.92318e-05 -0.00132049
internal_weight=5456.08 4566.34
internal_count=35750 31767
is_linear=0
shrinkage=0.0856675


end of trees

feature_importances:
min_apply_amt=46
shd_pre_repay_amt_rate=46
t_ps_od_days_max=36
cre_now_l60_limit_left_d_max=31
avg_tnr=29
cre_l90_used_limit_amt_min=27
available_limit_amt=27
avg_od_amt_m6_orig_prcp_pc=25
f_ps_od_days_max=23
ps_int_amt_avg=22
cre_now_l60_used_amt_m_min=22
useratemore90maxcontimonsm12=20
cre_now_l30_limit_left_d_min=20
ps_int_amt_sum=19
s_ps_od_days_max=19
loan_os_prcp_credit_amount_m3=19
cre_now_l60_used_amt_m_max=18
cre_now_l30_used_amt_d_max=17
useratemore70_m6_num=17
cre_l30_l90_used_amt_m_min=14
repay_amount_m6_all_shd_amt_pc=13
max_loan_os_prcp_m12=13
suc_apprv_num_m1=13
setl_rem_prcp_paym_m3_num=12
useratemore70monthsubcurmonth=11
cre_l60_used_limit_rate_min=10
apprv_amt_day=9
suc_apprv_num_m6=8
cre_now_l90_limit_left_d_min=8
loan_os_prcp_credit_amount_m6=8
loan_os_prcp_credit_amount_m12=7
useratemore50maxcontimonsm12=6
cre_now_l60_used_amt_d_min=3
cre_now_l30_used_amt_d_min=3
orig_prcp_avg_m12=2
repay_amount_all_shd_amt_pc=2
apprv_num_m1=2
od_amt_m6_loan_os_prcp_m6_pc=2

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 250]
[learning_rate: 0.0856675]
[num_leaves: 4]
[num_threads: 4]
[seed: 1010]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 4]
[min_data_in_leaf: 319]
[min_sum_hessian_in_leaf: 0.0919592]
[bagging_fraction: 0.936932]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 17402]
[bagging_by_query: 0]
[feature_fraction: 0.940029]
[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: 24.5156]
[lambda_l2: 0.937955]
[linear_lambda: 0]
[min_gain_to_split: 2.01803]
[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: 6.25716]
[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: 2.51111]
[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:[]