tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=6
objective=regression
feature_names=HE.G_plasm_pre HE_pre HE.G_urine_pre HE.GG_pre Total.HE_pre Sex Sweetener
feature_infos=[0:0.024278606965174102] [0.074235807860262001:0.77729257641921401] [5.4585152838427901e-05:0.17025109170305699] [0.122282608695652:1] [0.0010228620550821999:0.171732010141568] -1:0:1 -1:0:2:1
tree_sizes=330 340 340 339 340 340 339 340 339 340 341 340 341 341 341 341 340 341 341 341 341 341 340 341 430 430 341 430 430 429 341 430 429 427 430 341 429 430 429 341 428 430 427 429 340 429 429 428 341 430 429 428 341 412 341 413 340 412 341 413 341 412 341 413 341 412 341 413 341 429 412 340 413 341 341 413 426 412 427 413 426 430 412 430 427 413 431 412 431 413 431 413 430 431 413 430 413 431 412 431 413 431 429 412 433 413 433 414 433 413 432 432 413 432 414 432 413 432 418 429 413 432 429 414 433 417 429 414 433 412 434 417 429 413 432 430 418 429 414 433 414 434 417 430 414 434 434 414 434 414 434 412 430 342 418 342 413 429 417 428 414 433 430 433 418 430 428 433 429 417 429 428 434 413 434 430 434 431 435 415 430 435 435 431 417 431 430 435 431 435 419 431 430 435 431 414 435 431 435 419 431 431 433 431 418 430 431 434 412 418 431 435 430 431 435 414 419 430 435 413 434 431 419 429 430 434 413 419 430 429 434 431 433 414 417 431 432 414 433 415 429 434 415 431 430 428 433 415 430 432 417 433 430 415 432 419 433 429 419 432 431 432 415 431 433 417 431 415 430 412 431 415 431 431 431 414 419 431 414 418 431 414 418 430 433 413 430 431 431 415 415 431 431 418 414 419 414 415 416 430 431 414 414 431 414 420 412 429 417 414

Tree=0
num_leaves=2
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split_feature=5
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threshold=0
decision_type=9
left_child=-1
right_child=-2
leaf_value=0.61464285216080972 0.61393597478649331
leaf_weight=38 36
leaf_count=38 36
internal_value=0.614299
internal_weight=0
internal_count=74
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=1

Tree=1
num_cat=1
split_gain=0.0918921
leaf_value=0.00034047267856303787 -0.00035938782846350116
internal_value=0
shrinkage=0.00992658

Tree=2
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Tree=3
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Tree=4
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Tree=5
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Tree=6
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Tree=7
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Tree=8
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Tree=9
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Tree=10
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Tree=11
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Tree=12
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Tree=13
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Tree=14
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Tree=15
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Tree=16
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Tree=17
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Tree=18
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Tree=19
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Tree=20
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Tree=21
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Tree=22
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Tree=23
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leaf_value=0.00027337897130422331 -0.00028856669002227584

Tree=24
num_leaves=3
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split_feature=4 5
split_gain=0.0584418 0.0377975
threshold=0.0040642444422681005 0
decision_type=8 9
left_child=-1 -2
right_child=1 -3
leaf_value=0.00033784020120514397 -0.00050834921195565719 7.4134572558226286e-05
leaf_weight=30 23 21
leaf_count=30 23 21
internal_value=0 -0.000230346
internal_weight=0 44
internal_count=74 44
cat_threshold=2

Tree=25
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internal_value=0 -0.000228059

Tree=26
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Tree=27
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internal_value=0 -0.000225227

Tree=28
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internal_value=0 -0.000222992

Tree=29
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Tree=30
num_cat=1
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Tree=31
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leaf_value=0.00031978835093311308 -0.00047820450005194059 6.6907258629620895e-05
internal_value=0 -0.000218038

Tree=32
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internal_value=0 -0.000215873

Tree=33
num_cat=1
split_gain=0.0503148 0.031808
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internal_value=0 -0.00021373

Tree=34
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Tree=35
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Tree=36
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leaf_value=0.00030650568514976276 -0.00045690620273434904 6.2555825911464992e-05
internal_value=0 -0.000208981

Tree=37
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internal_value=0 -0.000206907

Tree=38
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Tree=39
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Tree=40
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internal_value=0 -0.00020231

Tree=41
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leaf_value=0.00029377530472693523 -0.00043655068733650944 5.8447954377419119e-05
internal_value=0 -0.000200301

Tree=42
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internal_value=0 -0.000198313

Tree=43
num_cat=1
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leaf_value=0.00028797188139198087 -0.00042792678902458766 5.729333319481055e-05
internal_value=0 -0.000196344

Tree=44
num_cat=1
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Tree=45
num_cat=1
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leaf_value=0.00028439562970658451 -0.00042127262111018264 5.5114360365598149e-05
internal_value=0 -0.000193906

Tree=46
num_cat=1
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leaf_value=0.00028157254608624296 -0.0004170908315375625 5.4567260561287913e-05
internal_value=0 -0.000191981

Tree=47
num_cat=1
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threshold=0.0036833915494183505 0
leaf_value=0.00030375214884189369 -0.00041295055793876022 5.402310336487215e-05
leaf_weight=27 23 24
leaf_count=27 23 24
internal_value=0 -0.000174496
internal_weight=0 47
internal_count=74 47

Tree=48
num_cat=1
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Tree=49
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internal_value=0 -0.000172461

Tree=50
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internal_value=0 -0.000170749

Tree=51
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Tree=52
num_cat=1
split_gain=0.0367266
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Tree=53
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split_feature=4 3
split_gain=0.0364949 0.0240785
threshold=0.0036833915494183505 0.79483695652173914
decision_type=8 8
leaf_value=0.0002908486296248591 4.3685646564766339e-05 -0.00040659338776796603
leaf_weight=27 25 22
leaf_count=27 25 22
internal_value=0 -0.000167083

Tree=54
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Tree=55
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internal_value=0 -0.000165135

Tree=56
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Tree=57
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internal_value=0 -0.000163209

Tree=58
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Tree=59
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internal_value=0 -0.000161306

Tree=60
num_cat=1
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Tree=61
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internal_value=0 -0.000159424

Tree=62
num_cat=1
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Tree=63
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threshold=0.0040642444422681005 0.79483695652173914
leaf_value=0.00025182342763738929 3.1046625696598246e-05 -0.00041499108821849075
leaf_weight=30 24 20
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internal_value=0 -0.000171698

Tree=64
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Tree=65
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internal_value=0 -0.000155855

Tree=66
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Tree=67
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internal_value=0 -0.000154037

Tree=68
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Tree=69
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Tree=70
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Tree=71
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Tree=72
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Tree=73
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Tree=74
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Tree=75
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Tree=76
num_cat=1
split_feature=5 3
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decision_type=9 8
leaf_value=-0.00021430283356155998 0.00034485265422204664 8.330512846301899e-06
leaf_weight=33 20 21
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internal_value=0 0.000172488
internal_weight=0 41
internal_count=74 41

Tree=77
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internal_value=0 -0.000158233

Tree=78
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Tree=79
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internal_value=0 -0.000143619

Tree=80
num_cat=1
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Tree=81
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Tree=82
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Tree=83
num_cat=1
split_feature=5 0
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decision_type=9 10
leaf_value=-0.00020644447477936834 0.00032959870924233339 1.0509219555965987e-05
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Tree=84
num_cat=1
split_gain=0.0252525 0.0105111
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Tree=85
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Tree=86
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Tree=87
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Tree=88
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Tree=89
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Tree=90
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Tree=91
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Tree=92
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Tree=93
num_cat=1
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Tree=94
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Tree=95
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leaf_value=-0.0001929985287417856 0.00031112859748270224 6.9704759323735491e-06
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Tree=96
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Tree=97
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leaf_value=-0.00019118419415731902 0.00030847566259511235 6.6459654849238429e-06
internal_value=0 0.00015388

Tree=98
num_cat=0
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internal_value=0 -0.000129212

Tree=99
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Tree=100
num_cat=0
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Tree=101
num_cat=1
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Tree=102
num_cat=1
split_feature=5 1
split_gain=0.0208552 0.00900935
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leaf_value=-0.00018574856912318715 0.00030028679428935079 5.9031966740512151e-06
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Tree=103
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Tree=104
num_cat=1
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leaf_value=-0.00018400775972400707 0.00029914726388010395 4.2528870976025891e-06
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Tree=105
num_cat=0
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internal_value=0 -0.000124651

Tree=106
num_cat=1
split_gain=0.0200846 0.00890328
leaf_value=-0.00018228467129738669 0.00029660852401805298 3.9630410875612073e-06
internal_value=0 0.000146717

Tree=107
num_cat=0
split_gain=0.0198513 0.0166186
leaf_value=0.00021450880640557518 5.1872751511141437e-05 -0.00032220710273961415
internal_value=0 -0.000123228

Tree=108
num_cat=1
split_gain=0.0197105 0.00876813
leaf_value=-0.00018057915970774388 0.00029409381402173824 3.6778969631041703e-06
internal_value=0 0.000145344

Tree=109
num_cat=0
split_gain=0.0194005 0.016412
leaf_value=0.00021205943777232675 5.2188104364513304e-05 -0.00031955944064441941
internal_value=0 -0.000121821

Tree=110
num_cat=1
split_gain=0.0193437 0.00863516
leaf_value=-0.00017889097940631732 0.00029160286653449392 3.397387809142407e-06
internal_value=0 0.000143985

Tree=111
num_cat=1
split_gain=0.0189616 0.00846458
leaf_value=-0.00017711521015982125 0.00028870824606013607 3.363662604250742e-06
internal_value=0 0.000142556

Tree=112
num_cat=0
split_gain=0.0189031 0.0163269
leaf_value=0.00020932322663457683 5.3308099790597117e-05 -0.00031747408197354014
internal_value=0 -0.00012025

Tree=113
num_cat=1
split_gain=0.0186095 0.00833694
leaf_value=-0.0001754632603820305 0.00028627255037707043 3.0874591281090873e-06
internal_value=0 0.000141227

Tree=114
num_cat=0
split_gain=0.0184741 0.0161218
leaf_value=0.00020693413547919948 5.3586835003536067e-05 -0.00031485874834956493
internal_value=0 -0.000118877

Tree=115
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split_gain=0.0182643 0.00821135
leaf_value=-0.00017382807694120569 0.00028385974539947957 2.8157937716758935e-06
internal_value=0 0.00013991

Tree=116
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split_gain=0.0180546 0.0159189
leaf_value=0.00020457153894490334 5.3855855684148766e-05 -0.00031226490258843913
internal_value=0 -0.00011752

Tree=117
num_cat=1
split_gain=0.0179257 0.00808776
leaf_value=-0.00017220947847724485 0.0002814695830187598 2.5486196503657246e-06
internal_value=0 0.000138608

Tree=118
num_cat=0
split_feature=4 0
split_gain=0.0176446 0.0157633
threshold=0.0036833915494183505 0.00029850746268650006
decision_type=8 10
leaf_value=0.00020223513486212493 7.7613321773078414e-05 -0.00028671365399653528
leaf_weight=27 22 25
leaf_count=27 22 25
internal_value=0 -0.000116178

Tree=119
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split_gain=0.0175366 0.00806088
leaf_value=-0.00017033022681642952 0.00027971939349581134 1.2623680131111137e-06
internal_value=0 0.000137095

Tree=120
num_cat=0
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leaf_value=0.00019992458005868875 5.5529153034222972e-05 -0.00030846330924992756
internal_value=0 -0.00011485

Tree=121
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leaf_value=-0.00016874907839059598 0.00027638356372759986 1.954671634694946e-06
internal_value=0 0.000135822

Tree=122
num_cat=1
split_gain=0.0168725 0.00779497
leaf_value=-0.00016707396716986056 0.00027472636232207483 9.0065459209031493e-07
internal_value=0 0.000134474

Tree=123
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internal_value=0 -0.000113367

Tree=124
num_cat=1
split_gain=0.0165612 0.00770852
leaf_value=-0.00016552543199332915 0.00027270008766804271 3.9700502230259455e-07
internal_value=0 0.000133228

Tree=125
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split_gain=0.0164196 0.015407
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internal_value=0 -0.000112072

Tree=126
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split_gain=0.0162017 0.00756493
leaf_value=-0.00016371913502489407 0.00026994107609817572 1.8620001244195458e-07
internal_value=0 0.000131774

Tree=127
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internal_value=0 -0.000110792

Tree=128
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leaf_value=-0.00016220646168116362 0.00026777679971392524 -1.296596511921069e-07
internal_value=0 0.000130556

Tree=129
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internal_value=0 -0.000109526

Tree=130
num_cat=1
split_gain=0.0156114 0.00735063
leaf_value=-0.00016070899691425643 0.00026554718453883488 -3.5937276862472561e-07
internal_value=0 0.000129351

Tree=131
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internal_value=0 -0.000108274

Tree=132
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leaf_value=-0.00015895659244811273 0.0002631158130809793 -7.9755805761948358e-07
internal_value=0 0.000127941

Tree=133
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internal_value=0 -0.000107036

Tree=134
num_cat=1
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leaf_value=-0.0001574938247802723 0.00026075605262792183 -8.4880095597494371e-07
internal_value=0 0.000126763

Tree=135
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internal_value=0 0.000125505

Tree=136
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internal_value=0 -0.000105652

Tree=137
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leaf_value=-0.00015422965630645645 0.00025597746588342966 -1.4271852978347344e-06
internal_value=0 0.000124136

Tree=138
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internal_value=0 -0.000104445

Tree=139
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leaf_value=-0.00015281613353550539 0.00025479067347918531 -2.518155235373712e-06
internal_value=0 0.000122998

Tree=140
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split_gain=0.0139365 0.0145506
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internal_value=0 -0.000103251

Tree=141
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leaf_value=-0.00015141671553084044 0.00025269136218717715 -2.7178875314021094e-06
internal_value=0 0.000121872

Tree=142
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internal_value=0 -0.00010207

Tree=143
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leaf_value=-0.00014976644446333521 0.00024949948625577195 -2.2712831300760709e-06
internal_value=0 0.000120544

Tree=144
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internal_value=0 -0.000100903

Tree=145
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split_gain=0.0133115 0.00656347
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internal_value=0 0.000119443

Tree=146
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internal_value=0 0.000118258

Tree=147
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internal_value=0 -9.95967e-05

Tree=148
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split_gain=0.0128121 0.00634023
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internal_value=0 0.000117181

Tree=149
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split_gain=0.0126727 0.0140921
leaf_value=0.00017138976709532003 6.2784784785786067e-05 -0.00028168832467520539
internal_value=0 -9.84579e-05

Tree=150
num_cat=1
split_gain=0.0125801 0.00624807
leaf_value=-0.00014426467937154512 0.00024168243629718545 -3.4721177661895643e-06
internal_value=0 0.000116115

Tree=151
num_cat=0
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internal_value=0 -9.73318e-05

Tree=152
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internal_value=0 0.00011506

Tree=153
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leaf_value=0.00012368274995350857 -0.00013055400713087988

Tree=154
num_cat=0
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leaf_value=0.00016719761603104682 8.5481388310842672e-05 -0.00025579704950006891
internal_value=0 -9.60497e-05

Tree=155
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split_gain=0.0118767
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Tree=156
num_cat=0
split_gain=0.0117807 0.0138017
leaf_value=0.0001652479003073648 6.4642847214748845e-05 -0.00027626204587582109
internal_value=0 -9.49297e-05

Tree=157
num_cat=1
split_gain=0.011669 0.00600432
leaf_value=-0.00013894242282080959 0.00023492494863353426 -5.3999380155003255e-06
internal_value=0 0.000111832

Tree=158
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split_gain=0.0115126 0.013667
leaf_value=0.00016335693704686363 8.6602424231943393e-05 -0.00025263562891710142
internal_value=0 -9.38433e-05

Tree=159
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split_gain=0.0114162 0.0059101
leaf_value=-0.00013742921173509691 0.00023273740344488054 -5.694475125470247e-06
internal_value=0 0.000110614

Tree=160
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internal_value=0 -9.27693e-05

Tree=161
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leaf_value=-0.00013618963476820105 0.00023182235097767817 -6.7709127950489379e-06
internal_value=0 0.000109616

Tree=162
num_cat=1
split_feature=6 1
split_gain=0.0110315 0.00799382
threshold=0 0.64519650655021865
leaf_value=0.00017493682674843896 1.8511978752140949e-05 -0.00023769217764709833
leaf_weight=24 30 20
leaf_count=24 30 20
internal_value=0 -8.39697e-05
internal_weight=0 50
internal_count=74 50
cat_threshold=4

Tree=163
num_cat=1
split_gain=0.0110413 0.00579243
leaf_value=-0.00013515374760758088 0.0002296840595937099 -6.3622600348818279e-06
internal_value=0 0.000108782

Tree=164
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internal_value=0 -9.12809e-05

Tree=165
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leaf_value=-0.00013368217402082473 0.00022687852955114921 -6.0028000730345421e-06
internal_value=0 0.000107598

Tree=166
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internal_value=0 -8.305e-05

Tree=167
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internal_value=0 0.000106782

Tree=168
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internal_value=0 -8.22095e-05

Tree=169
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internal_value=0 -8.95354e-05

Tree=170
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leaf_value=-0.00013153506732163853 0.00022224999132384172 -4.9687141932236714e-06
internal_value=0 0.00010587

Tree=171
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internal_value=0 -8.13266e-05

Tree=172
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internal_value=0 0.000105066

Tree=173
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internal_value=0 -8.8098e-05

Tree=174
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Tree=175
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internal_value=0 -8.03577e-05

Tree=176
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Tree=177
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internal_value=0 -7.95446e-05

Tree=178
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internal_value=0 0.000102553

Tree=179
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Tree=180
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Tree=181
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internal_value=0 0.000101876

Tree=182
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Tree=183
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Tree=184
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internal_value=0 -8.46298e-05

Tree=185
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leaf_value=-0.00012424841315107616 0.00020901224344413327 -3.8117756147893529e-06
internal_value=0 0.000100005

Tree=186
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internal_value=0 -7.69713e-05

Tree=187
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Tree=188
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internal_value=0 -7.61927e-05

Tree=189
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split_gain=0.00905146 0.00456064
leaf_value=-0.00012237086319885621 0.00020577274026950177 -3.6769624114795852e-06
internal_value=0 9.84936e-05

Tree=190
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internal_value=0 -8.28851e-05

Tree=191
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internal_value=0 -7.53799e-05

Tree=192
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Tree=193
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Tree=194
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Tree=195
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Tree=196
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Tree=197
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Tree=198
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leaf_value=-0.00011844002845910029 0.00019847873337722216 -2.9073105289195455e-06
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Tree=199
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internal_value=0 -7.99966e-05

Tree=200
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internal_value=0 -7.29466e-05

Tree=201
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Tree=202
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leaf_value=-0.0001162641859319871 0.00019457203431315603 -2.605823411990813e-06
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Tree=203
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internal_value=0 -7.21957e-05

Tree=204
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internal_value=0 -7.84659e-05

Tree=205
num_cat=1
split_gain=0.00803223 0.00392416
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Tree=206
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Tree=207
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Tree=208
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left_child=1 -1
right_child=-2 -3
leaf_value=-9.2945800288155994e-06 -0.000127348171066595 0.00019627307686719185
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internal_weight=0 45
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Tree=209
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Tree=210
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Tree=211
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Tree=212
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Tree=213
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Tree=214
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Tree=215
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Tree=216
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Tree=217
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Tree=218
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Tree=219
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Tree=220
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Tree=221
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Tree=222
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Tree=223
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Tree=224
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Tree=225
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Tree=226
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Tree=227
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Tree=228
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Tree=229
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Tree=230
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Tree=231
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Tree=232
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Tree=233
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Tree=234
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Tree=235
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Tree=236
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Tree=237
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Tree=238
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Tree=239
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Tree=240
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leaf_weight=24 22 28
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Tree=241
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Tree=242
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Tree=243
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Tree=244
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Tree=245
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Tree=246
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Tree=247
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Tree=248
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Tree=249
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Tree=250
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Tree=251
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Tree=252
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Tree=253
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Tree=254
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Tree=255
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Tree=256
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Tree=257
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Tree=258
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Tree=259
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Tree=260
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Tree=261
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Tree=262
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Tree=263
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internal_weight=0 51
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Tree=264
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Tree=265
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Tree=266
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Tree=267
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Tree=268
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Tree=269
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Tree=270
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Tree=271
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Tree=272
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Tree=273
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Tree=274
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Tree=275
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Tree=276
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Tree=277
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Tree=278
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Tree=279
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Tree=280
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Tree=281
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Tree=282
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Tree=283
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Tree=284
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Tree=285
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Tree=286
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Tree=287
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Tree=288
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Tree=289
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Tree=290
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Tree=291
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Tree=292
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Tree=293
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Tree=294
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Tree=295
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Tree=296
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Tree=297
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Tree=298
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Tree=299
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Tree=300
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Tree=301
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Tree=302
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Tree=303
num_cat=1
split_gain=0.00547483 0.00689941
leaf_value=5.5876255036930388e-05 0.00012714233867342129 -0.00017508225592813856
internal_value=0 -5.73387e-05

Tree=304
num_cat=0
split_gain=0.00547943 0.0057161
leaf_value=-0.00014035671441466754 -3.2697638755065201e-05 0.00017515722790409612
internal_value=0 5.1984e-05

Tree=305
num_cat=0
split_gain=0.00545748 0.00977475
leaf_value=0.00011247261488982104 8.7990776792838389e-05 -0.00019890231517014339
internal_value=0 -6.46119e-05

Tree=306
num_cat=0
split_gain=0.00541398 0.00479013
leaf_value=-2.3442662446754265e-05 -0.000105766776261456 0.0001826651489140146
internal_value=0 6.81608e-05

Tree=307
num_cat=1
split_gain=0.00543962 0.00683912
leaf_value=5.5565206942502557e-05 0.0001267328365308968 -0.00017438202989018188
internal_value=0 -5.7154e-05

Tree=308
num_cat=0
split_gain=0.00542548 0.00421942
leaf_value=-5.409865005410524e-05 -0.00013966411682067988 0.00012448289051937447
internal_value=0 5.17274e-05

Tree=309
num_cat=0
split_gain=0.00539864 0.0097151
leaf_value=0.00011186469878800901 6.9617314381578531e-05 -0.0002163990758783777
internal_value=0 -6.42627e-05

end of trees

feature_importances:
Sex=176
Total.HE_pre=108
HE.G_plasm_pre=84
HE.GG_pre=78
HE_pre=67
HE.G_urine_pre=32
Sweetener=31

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l2]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 310]
[learning_rate: 0.00992658]
[num_leaves: 4]
[num_threads: 12]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 2]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.172724]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 0]
[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: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[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: 5,6]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[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:[["MAN", "WOMAN"], ["SA", "ST", "SU"]]

tree
feature_infos=[0:0.0057711442786069003] [0.19650655021834099:0.72925764192139697] [5.4585152838427901e-05:0.18194323144104799] [0.309782608695652:1] [0.0014363594816048:0.18353844981991099] -1:0:1 -1:1:0:2
tree_sizes=396 412 410 412 411 413 413 324 412 413 414 326 413 413 413 326 414 412 429 324 428 326 413 428 326 428 414 428 414 428 429 428 414 426 414 429 429 413 428 429 429 413 428 413 429 428 413 428 414 428 426 429 414 428 414 429 429 413 429 429 425 414 428 414 428 429 412 428 414 429 428 428 412 428 413 429 428 413 429 414 428 427 429 414 429 414 427 429 415 413 429 417 416 429 428 417 414 416 429 417 427 417 430 418 429 430 416 415 418 429 416 430 430 418 414 417 429 418 428 411 416 416 415 412 418 429 416 418 411 430 416 415 418 411 428 410 413 415 418 417 409 415 411 431 416 417 414 410 414 411 417 414 430 418 329 412 416 416 412 418 412 429 416 416 329 430 409 417 410 414 329 414 410 430 410 413 412 418 413 413 415 417 414 412 429 412 417 329 430 409 418 416 412 413 412 414 412 429 418 413 412 411 413 412 430 416 413 414 412 429 417 413 329 414 412 416 430 416 412 413 430 416 411 417 411 414 412 429 414 410 412 418 413 410 412 413 412 429 417 411 415 412 428 412 416 411 413 412 413 414 413 430 411 417 416 412 411 417 412 415 412 430 412 413 413 429 418 416 412 413 411 431 417 416 410 413 415 411 414 416 410 413 431 416 415 412 413 430 415 412 412 418 414 411 413 428 411 414 413 417 411 416 412 431 411 416 416 410 431 410

Tree=0
num_cat=0
split_gain=0.106781 0.0701705
threshold=0.62500000000000011 0.0018886462882095501
leaf_value=0.60940267416398353 0.61063715651607187 0.60991951931997135
leaf_weight=20 25 29
leaf_count=20 25 29
internal_value=0.610022 0.610252

Tree=1
num_cat=0
split_gain=0.104672 0.0687843
leaf_value=-0.00061345174949271419 0.00060877640988195195 -0.00010173709453080754
internal_value=0 0.000227204

Tree=2
num_cat=0
split_gain=0.102604 0.0674255
leaf_value=-0.0006073622755236954 0.0006027333639432083 -0.00010072719612029008
internal_value=0 0.000224949

Tree=3
num_cat=0
split_gain=0.100577 0.0660936
leaf_value=-0.00060133322940470585 0.00059675027888567373 -9.9727322472095145e-05
internal_value=0 0.000222716

Tree=4
num_cat=0
split_gain=0.0985902 0.0647879
leaf_value=-0.00059536404032417209 0.00059082659206790916 -9.87373654374425e-05
internal_value=0 0.000220505

Tree=5
num_cat=0
split_gain=0.0966426 0.0635081
leaf_value=-0.00058945410297568223 0.00058496169675055151 -9.7757236552702034e-05
internal_value=0 0.000218316

Tree=6
num_cat=0
split_gain=0.0947335 0.0622535
leaf_value=-0.00058360286151276056 0.00057915502761115558 -9.6786847593334526e-05
internal_value=0 0.000216149

Tree=7
num_cat=0
split_feature=4
split_gain=0.0930622
threshold=0.0048531540060283004
decision_type=8
leaf_value=0.0003334818304225609 -0.00037159403426490596
leaf_weight=39 35
leaf_count=39 35

Tree=8
num_cat=0
split_gain=0.092352 0.0601029
leaf_value=-0.00057622071045934815 0.00057009566785122393 -9.4068175103762715e-05
internal_value=0 0.000213415

Tree=9
num_cat=0
split_gain=0.0905276 0.0589156
leaf_value=-0.00057050082672806138 0.00056443657301594229 -9.3134402994234235e-05
internal_value=0 0.000211297

Tree=10
num_cat=0
split_gain=0.0887393 0.0577517
leaf_value=-0.00056483771052264549 0.00055883363758044125 -9.2209895577081947e-05
internal_value=0 0.000209199

Tree=11
num_cat=0
split_gain=0.0870766
leaf_value=0.00032257906050085224 -0.00035944523088663415

Tree=12
num_cat=0
split_gain=0.0865088 0.055753
leaf_value=-0.00055769377192556638 0.00055008421790792418 -8.9594143667213457e-05
internal_value=0 0.000206553

Tree=13
num_cat=0
split_gain=0.0847998 0.0546516
leaf_value=-0.00055215778670735665 0.0005446237620564577 -8.8704781017276849e-05
internal_value=0 0.000204503

Tree=14
num_cat=0
split_gain=0.0831247 0.053572
leaf_value=-0.00054667676072278192 0.00053921751942563037 -8.7824247515807795e-05
internal_value=0 0.000202473

Tree=15
num_cat=0
split_gain=0.0814858
leaf_value=0.00031205165966162094 -0.00034771468892313533

Tree=16
num_cat=0
split_gain=0.0810355 0.0517145
leaf_value=-0.00053976326786981158 0.00053076734144838326 -8.5307513265918186e-05
internal_value=0 0.000199912

Tree=17
num_cat=0
split_gain=0.0794347 0.0506928
leaf_value=-0.00053440525648838506 0.0005254986138951925 -8.446069707934134e-05
internal_value=0 0.000197928

Tree=18
num_cat=1
split_feature=3 5
split_gain=0.0778655 0.0501439
threshold=0.62500000000000011 0
leaf_value=-0.00052910045059295977 0.00044677498692806389 -0.00016885410704073353
internal_value=0 0.000195963

Tree=19
num_cat=0
split_gain=0.0767466
leaf_value=0.0003028412590288339 -0.0003374516938158475

Tree=20
num_cat=1
split_gain=0.0759074 0.0488828
leaf_value=-0.00052240531255208077 0.0004411214674877107 -0.00016671729094275379
internal_value=0 0.000193483

Tree=21
num_cat=0
split_gain=0.0745495
leaf_value=0.00029847484133513374 -0.00033258625332524842

Tree=22
num_cat=0
split_gain=0.0739992 0.047879
leaf_value=-0.00051579745397842421 0.00050938579031082731 -8.3403279513390922e-05
internal_value=0 0.000191036

Tree=23
num_cat=1
split_gain=0.0725374 0.0474975
leaf_value=-0.00051067735300681829 0.00043324347024955537 -0.00016592016864613954
internal_value=0 0.00018914

Tree=24
num_cat=0
split_gain=0.0712984
leaf_value=0.00029189415623938103 -0.00032525349602453271

Tree=25
num_cat=1
split_gain=0.0707138 0.0463055
leaf_value=-0.00050421727968159142 0.00042776832222590267 -0.0001638291164359205
internal_value=0 0.000186747

Tree=26
num_cat=0
split_gain=0.0693169 0.0459215
leaf_value=-0.00049921212235874517 0.00049666738229721613 -8.3877298924621245e-05
internal_value=0 0.000184893

Tree=27
num_cat=1
split_feature=5 4
split_gain=0.0689119 0.060335
threshold=0 0.003966310841249601
leaf_value=-0.00034704068953208623 0.00062313831422651815 -0.00013018704985149062
leaf_weight=32 22 20
leaf_count=32 22 20
internal_value=0 0.000264412
internal_weight=0 42
internal_count=74 42

Tree=28
num_cat=0
split_gain=0.0676051 0.0442471
leaf_value=-0.00049300972615583531 0.00048863330805659438 -8.1228902699936287e-05
internal_value=0 0.000182596

Tree=29
num_cat=1
split_gain=0.0672875 0.0583143
leaf_value=-0.00034292626480416321 0.0006139452485730176 -0.00012665776424651326
internal_value=0 0.000261277

Tree=30
num_cat=1
split_gain=0.0659583 0.0571623
leaf_value=-0.00033952216550376031 0.00060785088867828217 -0.00012540048215987064
internal_value=0 0.000258684

Tree=31
num_cat=1
split_gain=0.0656077 0.0421247
leaf_value=-0.0004856721604611842 0.00040976191344091511 -0.00015449719705501935
internal_value=0 0.000179879

Tree=32
num_cat=0
split_gain=0.0643117 0.0417666
leaf_value=-0.00048085107724574351 0.00047542827221579148 -7.8230517616173341e-05
internal_value=0 0.000178093

Tree=33
num_cat=1
split_gain=0.0634254 0.0549578
leaf_value=-0.00033293939601705777 0.0005960362483800022 -0.000122936840572975
internal_value=0 0.000253668

Tree=34
num_cat=0
split_gain=0.0627259 0.0402424
leaf_value=-0.00047488576175645135 0.00046774320105771736 -7.5719457272095255e-05
internal_value=0 0.000175884

Tree=35
num_cat=1
split_gain=0.0619309 0.0531157
leaf_value=-0.00032899326493242341 0.00058724293997952453 -0.00011957802233502291
internal_value=0 0.000250662

Tree=36
num_cat=1
split_gain=0.0611801 0.0391924
leaf_value=-0.00046899784320872514 0.00039544075927975679 -0.00014882486560629545
internal_value=0 0.000173703

Tree=37
num_cat=0
split_gain=0.0599715 0.0386444
leaf_value=-0.00046434230401659675 0.0004579847227925993 -7.4578347493417304e-05
internal_value=0 0.000171979

Tree=38
num_cat=1
split_gain=0.0595581 0.0510676
leaf_value=-0.00032262921800052486 0.00057584123542545648 -0.0001172186112072078
internal_value=0 0.000245813

Tree=39
num_cat=1
split_gain=0.0584928 0.0374251
leaf_value=-0.00045858183401659966 0.00038652596598525162 -0.00014532702742278103
internal_value=0 0.000169845

Tree=40
num_cat=1
split_gain=0.0575023 0.0497976
leaf_value=-0.00031701227640099295 0.00056743218907259437 -0.00011695576215588665
internal_value=0 0.000241533

Tree=41
num_cat=0
split_gain=0.057051 0.0364762
leaf_value=-0.00045289482912438554 0.00044560569367448484 -7.1801583089765083e-05
internal_value=0 0.000167739

Tree=42
num_cat=1
split_gain=0.0561472 0.0481281
leaf_value=-0.00031325453696993272 0.00055905934543878791 -0.00011375800788798741
internal_value=0 0.00023867

Tree=43
num_cat=0
split_gain=0.0556456 0.0351436
leaf_value=-0.00044728154056869425 0.00043840371578404279 -6.9464196178122301e-05
internal_value=0 0.00016566

Tree=44
num_cat=1
split_gain=0.0548248 0.0465144
leaf_value=-0.00030954378736699432 0.00055081512658100356 -0.00011062659233691967
internal_value=0 0.000235843

Tree=45
num_cat=1
split_gain=0.0542755 0.034013
leaf_value=-0.00044174102676177389 0.00037017520834953433 -0.00013685392309906963
internal_value=0 0.000163608

Tree=46
num_cat=0
split_gain=0.0532033 0.033747
leaf_value=-0.00043735604335724072 0.00042925308947647288 -6.8420906811780477e-05
internal_value=0 0.000161984

Tree=47
num_cat=1
split_gain=0.052732 0.0447195
leaf_value=-0.00030357822631143166 0.00054013304138271229 -0.00010842118974241309
internal_value=0 0.000231298

Tree=48
num_cat=0
split_gain=0.0518927 0.0325122
leaf_value=-0.00043193541234570499 0.00042231046633910477 -6.6174248757065396e-05
internal_value=0 0.000159976

Tree=49
num_cat=1
split_gain=0.0514913 0.0432207
leaf_value=-0.00029998547332379884 0.00053217639614305541 -0.00010541730478709905
internal_value=0 0.00022856

Tree=50
num_cat=1
split_gain=0.0506151 0.031625
leaf_value=-0.00042658501213193808 0.000357178449944831 -0.00013172773817977574
internal_value=0 0.000157994

Tree=51
num_cat=1
split_gain=0.0497216 0.0421441
leaf_value=-0.00029478536833464809 0.00052440908804620757 -0.00010519340058175559
internal_value=0 0.000224598

Tree=52
num_cat=0
split_gain=0.0493693 0.0306824
leaf_value=-0.00042130273858857341 0.00041088306677263383 -6.3655933558499521e-05
internal_value=0 0.000156038

Tree=53
num_cat=1
split_gain=0.0485513 0.0407306
leaf_value=-0.00029129546514585235 0.0005166795370635124 -0.00010227473232254629
internal_value=0 0.000221939

Tree=54
num_cat=0
split_gain=0.0481549 0.0295587
leaf_value=-0.00041608885750498613 0.00040424209624817753 -6.1526730498522194e-05
internal_value=0 0.000154107

Tree=55
num_cat=1
split_gain=0.0474092 0.0393645
leaf_value=-0.00028784915372579719 0.00050906867374849818 -9.9416887303951842e-05
internal_value=0 0.000219314

Tree=56
num_cat=1
split_gain=0.0469711 0.0287205
leaf_value=-0.00041094243330257576 0.00034201790650238587 -0.00012389656709432394
internal_value=0 0.000152201

Tree=57
num_cat=0
split_gain=0.0460432 0.0283812
leaf_value=-0.00040686317562912445 0.00039579236643804121 -6.0605007374506659e-05
internal_value=0 0.00015069

Tree=58
num_cat=1
split_gain=0.0456081 0.0378434
leaf_value=-0.00028232840332345123 0.00049920899647083565 -9.7404451262639633e-05
internal_value=0 0.000215107

Tree=59
num_cat=1
split_gain=0.0449106 0.0274121
leaf_value=-0.00040182803813146301 0.00033426814716216595 -0.00012090996731504572
internal_value=0 0.000148825

Tree=60
num_cat=1
split_gain=0.0440469 0.0369
leaf_value=-0.00027745419857678376 0.00049193181070533482 -9.719827590198389e-05
internal_value=0 0.000211394

Tree=61
num_cat=0
split_gain=0.0438063 0.0267816
leaf_value=-0.00039685694801509791 0.00038507911320047751 -5.8270304258128941e-05
internal_value=0 0.000146984

Tree=62
num_cat=1
split_gain=0.0430108 0.035662
leaf_value=-0.00027417151980775156 0.00048468464254052457 -9.4478670017508298e-05
internal_value=0 0.000208893

Tree=63
num_cat=0
split_gain=0.0427298 0.0257996
leaf_value=-0.00039195016875819238 0.00037885583664203423 -5.6289399236772408e-05
internal_value=0 0.000145167

Tree=64
num_cat=1
split_gain=0.0419997 0.0344655
leaf_value=-0.00027092981304870545 0.00047754868527271114 -9.181586863829492e-05
internal_value=0 0.000206423

Tree=65
num_cat=1
split_gain=0.0416802 0.0248753
leaf_value=-0.00038710680129929467 0.00032002696263205198 -0.00011357846932919209
internal_value=0 0.000143373

Tree=66
num_cat=0
split_gain=0.0408569 0.024771
leaf_value=-0.00038326417659992448 0.00037093279625957328 -5.5449531270614114e-05
internal_value=0 0.00014195

Tree=67
num_cat=1
split_gain=0.0404107 0.0331327
leaf_value=-0.00026575526255237167 0.00046831225802617006 -8.9935072758718997e-05
internal_value=0 0.00020248

Tree=68
num_cat=0
split_gain=0.0398528 0.0238613
leaf_value=-0.00037852549733563562 0.00036493374701390517 -5.3545991917734822e-05
internal_value=0 0.000140195

Tree=69
num_cat=1
split_gain=0.0394617 0.0320216
leaf_value=-0.00026261611033483504 0.00046142498464371915 -8.7381717897293636e-05
internal_value=0 0.000200088

Tree=70
num_cat=1
split_gain=0.038874 0.0231044
leaf_value=-0.00037384806333926512 0.00030871205130297971 -0.00010917382335195897
internal_value=0 0.000138462

Tree=71
num_cat=1
split_gain=0.0381175 0.031222
leaf_value=-0.00025810447031935008 0.00045470410486508531 -8.7207344350938071e-05
internal_value=0 0.000196651

Tree=72
num_cat=0
split_gain=0.0379195 0.022512
leaf_value=-0.00036923004875336621 0.0003550442937538524 -5.1431260391887302e-05
internal_value=0 0.000136752

Tree=73
num_cat=1
split_gain=0.037222 0.0301742
leaf_value=-0.00025505473109212949 0.00044801326784783596 -8.4727008533387745e-05
internal_value=0 0.000194327

Tree=74
num_cat=0
split_gain=0.036989 0.0216844
leaf_value=-0.00036467166066253022 0.00034930596363901348 -4.9628148458584307e-05
internal_value=0 0.000135064

Tree=75
num_cat=1
split_gain=0.0363482 0.0291614
leaf_value=-0.00025204300205677074 0.00044142509050597631 -8.2298776678219369e-05
internal_value=0 0.000192033

Tree=76
num_cat=1
split_gain=0.0360819 0.0209478
leaf_value=-0.00036017209661396538 0.00029550643087650251 -0.0001023983546378679
internal_value=0 0.000133397

Tree=77
num_cat=0
split_gain=0.0353691 0.0208177
leaf_value=-0.0003565968162731748 0.00034199009451595477 -4.8890206214926829e-05
internal_value=0 0.000132073

Tree=78
num_cat=1
split_gain=0.0349803 0.0280322
leaf_value=-0.00024725517221230051 0.00043290098014569367 -8.0582790087674262e-05
internal_value=0 0.000188385

Tree=79
num_cat=0
split_gain=0.0345012 0.0200511
leaf_value=-0.00035219444608332361 0.00033645859107285742 -4.7157780706936276e-05
internal_value=0 0.000130442

Tree=80
num_cat=1
split_gain=0.0341599 0.0270918
leaf_value=-0.00024433842127675125 0.00042654224288676411 -7.825497068499236e-05
internal_value=0 0.000186163

Tree=81
num_cat=1
split_gain=0.033655 0.0194445
leaf_value=-0.0003478488822477043 0.00028501724561170582 -9.8344278753294324e-05
internal_value=0 0.000128833

Tree=82
num_cat=1
split_gain=0.0330023 0.0264142
leaf_value=-0.00024016278092220321 0.00042033555558267793 -7.8108636762111685e-05
internal_value=0 0.000182981

Tree=83
num_cat=0
split_gain=0.0328299 0.0189134
leaf_value=-0.00034355844266625374 0.00032732975897402914 -4.5243966821449045e-05
internal_value=0 0.000127244

Tree=84
num_cat=1
split_gain=0.0322281 0.0255274
leaf_value=-0.00023732887075686589 0.00041415812635725254 -7.5847747284280158e-05
internal_value=0 0.000180822

Tree=85
num_cat=0
split_gain=0.0320255 0.0182162
leaf_value=-0.00033932330021762636 0.00032203875838675939 -4.3603563253628237e-05
internal_value=0 0.000125675

Tree=86
num_cat=1
split_gain=0.0314725 0.0246704
leaf_value=-0.00023453023921975755 0.0004080754019308227 -7.3634583408897303e-05
internal_value=0 0.00017869

Tree=87
num_cat=1
split_gain=0.0312412 0.0176124
leaf_value=-0.00033514273010575214 0.00027277119165613437 -9.2082887452164656e-05
internal_value=0 0.000124127

Tree=88
num_cat=0
split_feature=2 4
split_gain=0.0308183 0.048371
threshold=0.0006113537117903501 0.0048531540060283004
decision_type=10 10
leaf_value=-0.00029239355035576238 0.0004369863199892553 -0.00018100830708492002
leaf_weight=24 26 24
leaf_count=24 26 24
internal_value=0 0.000140349

Tree=89
num_cat=0
split_gain=0.0303202 0.017231
leaf_value=-0.00033016532159813614 0.00031326284177852522 -4.2353954067913579e-05
internal_value=0 0.000122283

Tree=90
num_cat=1
split_gain=0.0300761 0.0234221
leaf_value=-0.00022926844942795427 0.00039818800439715593 -7.1177289912326201e-05
internal_value=0 0.000174681

Tree=91
num_cat=0
split_gain=0.0300059 0.0465643
leaf_value=-0.00028851387715982606 0.00042953156519897815 -0.00017681198552426896
internal_value=0 0.000138487

Tree=92
num_cat=0
split_gain=0.0294132 0.0456444
leaf_value=-0.0002856499203723298 0.00042526778377627951 -0.00017505684384449839
internal_value=0 0.000137112

Tree=93
num_cat=1
split_gain=0.0290598 0.0223966
leaf_value=-0.00022536141610485873 0.00039026345415034918 -6.8711520739262596e-05
internal_value=0 0.000171704

Tree=94
num_cat=1
split_gain=0.0288531 0.0159658
leaf_value=-0.0003220786488882218 0.00026081401474702847 -8.6567065394153972e-05
internal_value=0 0.000119288

Tree=95
num_cat=0
split_gain=0.0285419 0.0441274
leaf_value=-0.00028138749969048687 0.00041839296682421852 -0.00017187155155443646
internal_value=0 0.000135066

Tree=96
num_cat=0
split_gain=0.0280021 0.0155452
leaf_value=-0.00031729333121558931 0.00029891323303745255 -3.8860838045443192e-05
internal_value=0 0.000117516

Tree=97
num_cat=0
split_gain=0.0278015 0.0429279
leaf_value=-0.0002777139084052028 0.00041275211051453059 -0.00016943421136702229
internal_value=0 0.000133303

Tree=98
num_cat=1
split_gain=0.0275773 0.0209999
leaf_value=-0.00021953797089479271 0.00037890184250528262 -6.5531272284097104e-05
internal_value=0 0.000167267

Tree=99
num_cat=0
split_gain=0.0272396 0.0416393
leaf_value=-0.00027489272059498998 0.00040717177622342523 -0.00016621003871379632
internal_value=0 0.000131949

Tree=100
num_cat=1
split_gain=0.02684 0.0203311
leaf_value=-0.00021658302111470556 0.00037325307000169632 -6.404556006129419e-05
internal_value=0 0.000165016

Tree=101
num_cat=0
split_gain=0.026689 0.0403893
leaf_value=-0.00027210031892971451 0.00040166900799459848 -0.00016304111866404314
internal_value=0 0.000130608

Tree=102
num_cat=1
split_gain=0.0263849 0.0143406
leaf_value=-0.00030799469431642376 0.00024820126071525036 -8.1024847194480749e-05
internal_value=0 0.000114072

Tree=103
num_cat=0
split_gain=0.0259096 0.0394594
leaf_value=-0.00026809773894866779 0.00039660925107380955 -0.00016156228083304778
internal_value=0 0.000128687

Tree=104
num_cat=1
split_gain=0.0256077 0.0139346
leaf_value=-0.00030342442128033603 0.0002445960052175024 -7.9935636031711646e-05
internal_value=0 0.000112379

Tree=105
num_cat=1
split_gain=0.0252135 0.0192293
leaf_value=-0.00020991835339891779 0.00036245421359661913 -6.2830263797763046e-05
internal_value=0 0.000159938

Tree=106
num_cat=0
split_gain=0.0251412 0.0381479
leaf_value=-0.00026409263435375887 0.0003901966217109646 -0.00015862038766711458
internal_value=0 0.000126764

Tree=107
num_cat=0
split_gain=0.0247337 0.0133287
leaf_value=-0.00029820171506500824 0.00027841272384886921 -3.4354608158742946e-05
internal_value=0 0.000110445

Tree=108
num_cat=0
split_gain=0.0244876 0.0371119
leaf_value=-0.00026063716908984237 0.00038493653357118864 -0.00015637741732375533
internal_value=0 0.000125106

Tree=109
num_cat=1
split_gain=0.0242754 0.0181281
leaf_value=-0.00020597590884180718 0.0003535665032184401 -5.9361682405984703e-05
internal_value=0 0.000156934

Tree=110
num_cat=0
split_gain=0.0239926 0.0359967
leaf_value=-0.0002579891603916452 0.0003797317348216758 -0.00015338687622772139
internal_value=0 0.000123835

Tree=111
num_cat=1
split_gain=0.0236528 0.0126152
leaf_value=-0.00029161310685020655 0.00023380655989844535 -7.4979462183169491e-05
internal_value=0 0.000108005

Tree=112
num_cat=1
split_gain=0.0232994 0.0174546
leaf_value=-0.00020179307397333527 0.00034669188298607384 -5.8492166101252959e-05
internal_value=0 0.000153747

Tree=113
num_cat=0
split_gain=0.0232813 0.0348003
leaf_value=-0.00025413630380285605 0.00037359371250764232 -0.00015059021653961521
internal_value=0 0.000121985

Tree=114
num_cat=0
split_gain=0.0228459 0.012019
leaf_value=-0.00028659599264563632 0.00026564881253244335 -3.1355190600810458e-05
internal_value=0 0.000106147

Tree=115
num_cat=0
split_gain=0.0226753 0.0338567
leaf_value=-0.0002508071223899226 0.00036856111602752184 -0.00014846741265438812
internal_value=0 0.000120387

Tree=116
num_cat=1
split_gain=0.0224349 0.016454
leaf_value=-0.00019801376125650648 0.00033820084617889023 -5.5198908163944941e-05
internal_value=0 0.000150868

Tree=117
num_cat=0
split_gain=0.0222169 0.0328389
leaf_value=-0.00024825876082489224 0.00036357923469362841 -0.00014561873894856534
internal_value=0 0.000119164

Tree=118
num_cat=1
split_gain=0.0218477 0.0114141
leaf_value=-0.0002802645005208939 0.00022346472430890603 -7.025369158395271e-05
internal_value=0 0.000103802

Tree=119
num_cat=0
split_feature=3 1
split_gain=0.0218429 0.0203506
threshold=0.8383152173913041 0.61026200873362468
leaf_value=5.3376673983447102e-05 0.00023876320372090843 -0.00035541079223547304
leaf_weight=28 25 21
leaf_count=28 25 21
internal_value=0 -0.000121818
internal_weight=0 49
internal_count=74 49

Tree=120
num_cat=0
split_gain=0.0216889 0.0319735
leaf_value=-0.0002452911222985545 0.00035891281368001824 -0.00014353109755316636
internal_value=0 0.00011774

Tree=121
num_cat=0
split_feature=0 1
split_gain=0.0216445 0.0179822
threshold=0.00049751243781090014 0.67358078602620119
leaf_value=-3.6086733782997099e-05 -0.00024503989048913757 0.00034817796323786455
internal_value=0 0.000117619

Tree=122
num_cat=0
split_gain=0.0215383 0.0110014
leaf_value=-0.00027827301630934488 0.00025566427806941554 -2.8487823819312511e-05
internal_value=0 0.000103064

Tree=123
num_cat=0
split_gain=0.0212603 0.0200221
leaf_value=5.3592683629400415e-05 0.00023555727372560458 -0.00035188224468852007
internal_value=0 -0.000120182

Tree=124
num_cat=0
split_gain=0.0213497 0.0309895
leaf_value=-0.00024336528644482511 0.00035424805395000726 -0.00014040346017880662
internal_value=0 0.000116815

Tree=125
num_cat=1
split_gain=0.0211362 0.0108267
leaf_value=-0.00027566352418954962 0.00021864073788826317 -6.741969965949237e-05
internal_value=0 0.000102098

Tree=126
num_cat=0
split_gain=0.0210514 0.0177315
leaf_value=-3.6634273454966037e-05 -0.00024165950666704924 0.00034494280177330329
internal_value=0 0.000115997

Tree=127
num_cat=0
split_gain=0.0208335 0.0302672
leaf_value=-0.00024040529880047244 0.00035004415150116598 -0.00013880920427464689
internal_value=0 0.000115395

Tree=128
num_cat=0
split_gain=0.0207857 0.019597
leaf_value=5.3087284472160463e-05 0.00023291297581687874 -0.00034806038629462744
internal_value=0 -0.000118833

Tree=129
num_cat=1
split_gain=0.0208375 0.0104332
leaf_value=-0.00027370844688212717 0.00021577949594761136 -6.5035221652055844e-05
internal_value=0 0.000101373

Tree=130
num_cat=0
split_gain=0.0205057 0.0173656
leaf_value=-3.6564126323070071e-05 -0.00023850689438442124 0.00034105444835861616
internal_value=0 0.000114483

Tree=131
num_cat=0
split_gain=0.0205197 0.0103436
leaf_value=-0.00027161369540908115 0.00024856594740371642 -2.6961202013155466e-05
internal_value=0 0.000100598

Tree=132
num_cat=0
split_gain=0.0203103 0.0292378
leaf_value=-0.00023736777808416949 0.00034456120333160791 -0.00013590685695647091
internal_value=0 0.000113937

Tree=133
num_cat=0
split_gain=0.0203267 0.0193725
leaf_value=5.3418778590471734e-05 0.00023032718059951346 -0.0003454240708981877
internal_value=0 -0.000117514

Tree=134
num_cat=1
split_gain=0.0201379 0.01002
leaf_value=-0.00026907492545071699 0.00021177464430702686 -6.3422275361993465e-05
internal_value=0 9.96574e-05

Tree=135
num_cat=0
split_gain=0.0200204 0.019078
leaf_value=5.300349783845474e-05 0.00022858517771288998 -0.00034279655351526821
internal_value=0 -0.000116625

Tree=136
num_cat=0
split_gain=0.0199608 0.00991696
leaf_value=-0.000267888688979619 0.00024410225888853691 -2.5682175602093483e-05
internal_value=0 9.9218e-05

Tree=137
num_cat=0
split_gain=0.0198715 0.0169964
leaf_value=-3.6734279750471063e-05 -0.00023478941246180034 0.0003368487207045787
internal_value=0 0.000112699

Tree=138
num_cat=0
split_gain=0.0199114 0.0281435
leaf_value=-0.00023502478002807438 0.00033907945883123711 -0.00013231129912052601
internal_value=0 0.000112812

Tree=139
num_cat=0
split_gain=0.019518 0.0275875
leaf_value=-0.00023269178566773761 0.00033571356018656236 -0.00013099790578627801
internal_value=0 0.000111692

Tree=140
num_cat=0
split_gain=0.019575 0.0186906
leaf_value=5.2576590741041072e-05 0.00022602835529393975 -0.000339183488688972
internal_value=0 -0.000115321

Tree=141
num_cat=0
split_feature=3 0
split_gain=0.019485 0.00959186
threshold=0.62500000000000011 0.00029850746268650006
leaf_value=-0.000264677098641333 0.00023532096767778845 -2.9457258157059111e-05
leaf_weight=20 26 28
leaf_count=20 26 28
internal_value=0 9.80286e-05

Tree=142
num_cat=0
split_gain=0.0192705 0.0183982
leaf_value=5.2158917059214677e-05 0.00022426336564787254 -0.00033652542368743004
internal_value=0 -0.00011442

Tree=143
num_cat=1
split_gain=0.0193132 0.00946939
leaf_value=-0.00026350714835641847 0.00020658858982539735 -6.0940538823930457e-05
internal_value=0 9.75952e-05

Tree=144
num_cat=0
split_gain=0.0191457 0.0166274
leaf_value=-3.7180796809996632e-05 -0.00023046165463645797 0.00033232518846352426
internal_value=0 0.000110622

Tree=145
num_cat=0
split_gain=0.0190764 0.026773
leaf_value=-0.00023004441948646479 0.00033111123065839509 -0.00012865941796401853
internal_value=0 0.000110421

Tree=146
num_cat=0
split_gain=0.0188321 0.00924476
leaf_value=-0.00026020436314117706 0.0002311574078725827 -2.87859116700202e-05
internal_value=0 9.6372e-05

Tree=147
num_cat=0
split_gain=0.0188284 0.0181655
leaf_value=5.2422022250601081e-05 0.00022167612083836717 -0.00033379616499319443
internal_value=0 -0.0001131

Tree=148
num_cat=0
split_gain=0.0186676 0.00920108
leaf_value=-0.00025906585989952718 0.00023550714307599239 -2.43572958814658e-05
internal_value=0 9.59503e-05

Tree=149
num_cat=0
split_gain=0.0185482 0.0179023
leaf_value=5.2063172668826143e-05 0.0002200202674529947 -0.00033134644584447527
internal_value=0 -0.000112255

Tree=150
num_cat=0
split_gain=0.018606 0.0258805
leaf_value=-0.00022719035699736087 0.00032603140278405677 -0.00012601032639079365
internal_value=0 0.000109051

Tree=151
num_cat=0
split_gain=0.0184863 0.0162605
leaf_value=-3.7462697181487876e-05 -0.00022645810563164757 0.00032794378096613256
internal_value=0 0.0001087

Tree=152
num_cat=1
split_gain=0.018407 0.00894402
leaf_value=-0.00025725092732048303 0.00020120482784481919 -5.8797084583778173e-05
internal_value=0 9.52781e-05

Tree=153
num_cat=0
split_gain=0.0181582 0.0252778
leaf_value=-0.00022443984566362281 0.00032217004674292283 -0.00012457768583481953
internal_value=0 0.000107731

Tree=154
num_cat=0
split_feature=0
split_gain=0.0181678
threshold=0.00029850746268650006
decision_type=10
leaf_value=0.00015553736603770687 -0.00015553736998082186
leaf_weight=37 37
leaf_count=37 37

Tree=155
num_cat=0
split_gain=0.0180571 0.0175029
leaf_value=5.1716107152028208e-05 0.00021708779256823896 -0.00032739265598809346
internal_value=0 -0.000110759

Tree=156
num_cat=0
split_gain=0.0180866 0.00868845
leaf_value=-0.00025500260690664288 0.00023005893505316724 -2.2462802771584185e-05
internal_value=0 9.44454e-05

Tree=157
num_cat=0
split_gain=0.0178223 0.0245025
leaf_value=-0.00022235385707367527 0.0003178542205604254 -0.00012198822225413039
internal_value=0 0.00010673

Tree=158
num_cat=0
split_gain=0.0178726 0.0171761
leaf_value=5.0759256275209339e-05 0.00021597610067958104 -0.00032479342277688558
internal_value=0 -0.000110192

Tree=159
num_cat=0
split_gain=0.0177508 0.00859293
leaf_value=-0.00025262378575856178 0.00022351118126099869 -2.7100540844801244e-05
internal_value=0 9.35644e-05

Tree=160
num_cat=0
split_gain=0.0175947 0.0169074
leaf_value=5.0355520032081702e-05 0.00021429016081519944 -0.00032224802297495052
internal_value=0 -0.000109332

Tree=161
num_cat=1
split_gain=0.0175947 0.008496
leaf_value=-0.00025151097233118912 0.00019639184666956781 -5.7014527981864846e-05
internal_value=0 9.31522e-05

Tree=162
num_cat=0
split_gain=0.0174407 0.0158771
leaf_value=-3.8847892793185432e-05 -0.00021996066007165462 0.00032222461948858269
internal_value=0 0.000105581

Tree=163
num_cat=0
split_feature=2 2
split_gain=0.017421 0.0238844
threshold=0.0006113537117903501 0.0028820960698689503
leaf_value=-0.0002198364353179251 0.00032247752755502993 -0.00011143456510388505
leaf_weight=24 25 25
leaf_count=24 25 25
internal_value=0 0.000105521

Tree=164
num_cat=0
split_gain=0.0172178
leaf_value=0.00015141619327359974 -0.00015141618511408457

Tree=165
num_cat=1
split_gain=0.0171828 0.00823316
leaf_value=-0.0002485493349437408 0.00019368544570682849 -5.5770318777156686e-05
internal_value=0 9.20553e-05

Tree=166
num_cat=0
split_gain=0.017148 0.0166794
leaf_value=5.0672029541795881e-05 0.000211552735994994 -0.00031941117197124044
internal_value=0 -0.000107935

Tree=167
num_cat=0
split_gain=0.0170459 0.023297
leaf_value=-0.00021745657266069535 0.00031865063536790653 -0.00010989233294018097
internal_value=0 0.000104379

Tree=168
num_cat=0
split_gain=0.0169097 0.0162799
leaf_value=4.951361851498608e-05 0.0002100778640034136 -0.00031611085363358529
internal_value=0 -0.000107183

Tree=169
num_cat=0
split_feature=3 3
split_gain=0.0170561 0.00824336
threshold=0.62500000000000011 0.8057065217391306
leaf_value=-0.00024763138927251917 0.00020990035167851395 -3.5560855476936277e-05
leaf_weight=20 28 26
leaf_count=20 28 26
internal_value=0 9.17153e-05

Tree=170
num_cat=0
split_gain=0.0168048
leaf_value=0.00014958941796327783 -0.00014958942791866718

Tree=171
num_cat=0
split_gain=0.0167394 0.00808757
leaf_value=-0.00024532174431619045 0.00020792282380498043 -3.5207858918804879e-05
internal_value=0 9.08599e-05

Tree=172
num_cat=0
split_gain=0.016917 0.015984
leaf_value=4.8059854265876721e-05 0.00021012319421956474 -0.00031422646540424566
internal_value=0 -0.000107206

Tree=173
num_cat=1
split_gain=0.0166054 0.0133364
leaf_value=-0.00017035613495723225 0.00029844943996549638 -5.5724562353560037e-05
internal_value=0 0.000129795

Tree=174
num_cat=0
split_gain=0.016654 0.0156197
leaf_value=4.7116866621344091e-05 0.00020848319755096975 -0.0003110167636342909
internal_value=0 -0.000106369

Tree=175
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Tree=176
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Tree=177
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Tree=178
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internal_value=0 8.98983e-05

Tree=179
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leaf_value=-0.00025189959540935765 0.00020748321938658218 0.00010590037594365526
leaf_weight=29 25 20
leaf_count=29 25 20
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Tree=180
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Tree=181
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Tree=182
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Tree=183
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Tree=184
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Tree=185
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Tree=186
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Tree=187
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Tree=188
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internal_value=0 0.000126086

Tree=189
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Tree=190
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Tree=191
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leaf_value=0.00030227899812700879 -0.00020747796326638592 -4.7185780481929129e-05
leaf_weight=21 24 29
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Tree=192
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Tree=193
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Tree=194
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Tree=195
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Tree=196
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Tree=197
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Tree=198
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Tree=199
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Tree=200
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Tree=201
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Tree=202
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Tree=203
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Tree=204
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Tree=205
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Tree=206
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Tree=207
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Tree=208
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Tree=209
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Tree=210
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Tree=211
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Tree=212
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Tree=213
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Tree=214
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Tree=215
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Tree=216
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Tree=217
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leaf_value=0.00010443010703232873 0.00021921132056772856 -0.00040248156751853477
leaf_weight=33 21 20
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internal_value=0 -8.68573e-05
internal_weight=0 53
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Tree=218
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Tree=219
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Tree=220
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Tree=221
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Tree=222
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Tree=223
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Tree=224
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Tree=225
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Tree=226
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Tree=227
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Tree=228
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Tree=229
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leaf_value=6.197707481198997e-05 0.00022271934774141641 -0.00032808036717923934
leaf_weight=34 20 20
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Tree=230
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Tree=231
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Tree=232
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Tree=233
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Tree=234
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Tree=235
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Tree=236
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Tree=237
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Tree=238
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Tree=239
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Tree=240
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Tree=241
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Tree=242
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Tree=243
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Tree=244
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Tree=245
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Tree=246
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Tree=247
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Tree=248
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Tree=249
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Tree=250
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Tree=251
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Tree=252
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Tree=253
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Tree=254
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Tree=255
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Tree=256
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Tree=257
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Tree=258
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Tree=259
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Tree=260
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Tree=261
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Tree=262
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Tree=263
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Tree=264
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Tree=265
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Tree=266
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Tree=267
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Tree=268
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Tree=269
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Tree=270
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Tree=271
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Tree=272
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Tree=273
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Tree=274
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Tree=275
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internal_value=0 -9.06826e-05

Tree=276
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Tree=277
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Tree=278
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Tree=279
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Tree=280
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Tree=281
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Tree=282
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Tree=283
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Tree=284
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Tree=285
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Tree=286
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Tree=287
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Tree=288
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Tree=289
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Tree=290
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Tree=291
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internal_value=0 8.56828e-05

Tree=292
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Tree=293
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Tree=294
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Tree=295
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Tree=296
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Tree=297
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leaf_value=-0.00020143584809482925 0.00018043029338992079 -3.9358892888572132e-05
internal_value=0 7.46059e-05

Tree=298
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leaf_value=-0.00020790940375310188 0.00017157883038131119 8.6995107143558785e-05
internal_value=0 -8.75402e-05

Tree=299
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leaf_value=-0.00017627776891067251 0.00027304970141412473 -0.0001195260861088488
internal_value=0 8.46133e-05

Tree=300
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split_gain=0.0112031 0.0138016
leaf_value=4.7383485897622617e-05 0.00020069460438961655 -0.0002812465288771745
internal_value=0 -7.43313e-05

Tree=301
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leaf_value=8.9847298091134942e-05 0.00019368146949364873 -0.00035161358952057561
internal_value=0 -7.67417e-05

Tree=302
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split_gain=0.0111675 0.010279
leaf_value=-0.00020650002623536222 0.00017072235975870083 8.6022088064831507e-05
internal_value=0 -8.71032e-05

Tree=303
num_cat=1
split_gain=0.0111665 0.00815722
leaf_value=-0.00013969871835047557 0.00023833864146748879 -3.8654560529218885e-05
internal_value=0 0.000106437

Tree=304
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split_gain=0.011004 0.0134805
leaf_value=4.6622853940234241e-05 0.00019890303931907407 -0.00027816190410109875
internal_value=0 -7.36678e-05

Tree=305
num_cat=0
split_gain=0.0110521 0.00648446
leaf_value=-0.00019933700210756852 0.00019098565114412916 -2.7169008300453654e-05
internal_value=0 7.38285e-05

Tree=306
num_cat=0
split_gain=0.0109792 0.0239015
leaf_value=8.7999115509886821e-05 0.00019208694218717052 -0.00034688981896014326
internal_value=0 -7.61099e-05

Tree=307
num_cat=0
split_gain=0.011104 0.010221
leaf_value=5.9468333652545202e-05 0.00017023566659354712 -0.00022732527408785973
internal_value=0 -8.68549e-05

Tree=308
num_cat=1
split_gain=0.0108983 0.00782109
leaf_value=-0.00013801043287030141 0.00023430609974222906 -3.6920023689256183e-05
internal_value=0 0.000105151

Tree=309
num_cat=0
split_gain=0.0109545 0.0130809
leaf_value=4.4992210961495091e-05 0.000198455205947298 -0.00027494197571899226
internal_value=0 -7.35019e-05

HE.GG_pre=182
HE.G_urine_pre=141
Total.HE_pre=121
Sex=84
HE_pre=60
HE.G_plasm_pre=21

[data: ]
[valid: ]
[seed: 42]

tree
feature_infos=[0:0.024278606965174102] [0.074235807860262001:0.77729257641921401] [0.0001965065502183:0.18194323144104799] [0.122282608695652:0.98913043478260898] [0.0010228620550821999:0.18353844981991099] -1:0:1 -1:1:2:0
tree_sizes=313 324 323 323 324 324 322 324 324 412 412 413 414 414 414 325 415 414 414 415 415 414 415 413 415 414 415 413 415 325 415 414 415 415 414 413 414 414 414 324 412 415 412 326 413 414 414 324 325 413 324 326 324 326 414 324 326 414 324 414 324 326 414 324 326 414 324 326 414 324 326 324 414 325 323 414 324 326 413 324 325 414 324 326 414 324 326 324 413 340 413 341 323 326 341 414 324 340 413 341 325 413 327 341 414 414 327 414 415 342 413 414 327 413 413 342 414 412 342 327 414 414 342 413 414 418 414 415 342 417 414 417 413 417 342 410 415 416 412 416 342 413 413 417 413 418 414 342 418 414 415 418 413 342 416 414 413 342 418 414 416 414 415 342 415 413 416 414 418 340 413 416 416 413 341 416 413 416 342 327 413 418 417 413 342 417 413 416 413 327 418 342 414 414 418 414 342 414 414 327 417 414 418 342 413 418 416 414 342 326 417 413 417 414 341 417 413 417 327 417 412 342 417 414 418 413 341 415 412 417 325 342 418 414 414 414 342 417 414 327 418 411 414 342 413 326 417 413 418 342 418 413 417 341 414 327 417 413 418 341 417 414 415 414 326 342 418 414 327 418 411 418 342 414 418 417 413 327 341 416 414 416 414 342 327 417 414 418 342 414 417 327 417 413 342 416 413 327 418 412 342 417 416 416 413 326 418 414 342 418

Tree=0
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leaf_weight=35 39
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Tree=1
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split_gain=0.132368
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Tree=2
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Tree=3
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Tree=4
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Tree=5
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Tree=6
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Tree=7
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Tree=8
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Tree=9
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split_feature=1 4
split_gain=0.113489 0.0673464
threshold=0.48908296943231461 0.0044668603575664005
leaf_value=-0.00057887217043006971 0.00057524402160639499 -0.00015309165388342687
leaf_weight=23 29 22
leaf_count=23 29 22
internal_value=0 0.00026106

Tree=10
num_cat=0
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leaf_value=-0.0005731259652202289 0.00056953381733439461 -0.00015157198915854175
internal_value=0 0.000258469

Tree=11
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split_gain=0.10905 0.0647119
leaf_value=-0.00056743677449428115 0.00056388029298536221 -0.00015006739427100862
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Tree=12
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leaf_value=-0.00056180407209979971 0.00055828289219479158 -0.00014857772125073464
internal_value=0 0.000253363

Tree=13
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internal_value=0 0.000250848

Tree=14
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leaf_value=-0.00055070582963471343 0.00054725421885555776 -0.00014564264274578726
internal_value=0 0.000248358

Tree=15
num_cat=0
split_gain=0.100701
leaf_value=0.00038654442671441386 -0.00034689885988796655

Tree=16
num_cat=0
split_gain=0.0999988 0.0585436
leaf_value=-0.00054337844142221189 0.00053798480956722069 -0.00014108433421317019
internal_value=0 0.000245053

Tree=17
num_cat=0
split_gain=0.0980234 0.0573871
leaf_value=-0.00053798455344424261 0.00053264444605786825 -0.00013968385023202631
internal_value=0 0.00024262

Tree=18
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split_gain=0.096087 0.0562534
leaf_value=-0.00053264419614984569 0.00052735711066942165 -0.00013829727081718726
internal_value=0 0.000240212

Tree=19
num_cat=0
split_gain=0.0941888 0.0551421
leaf_value=-0.00052735686730261404 0.00052212225895954215 -0.00013692444176091425
internal_value=0 0.000237828

Tree=20
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split_gain=0.0923281 0.0540528
leaf_value=-0.00052212201341752726 0.00051693937745501115 -0.00013556524385194502
internal_value=0 0.000235467

Tree=21
num_cat=0
split_gain=0.0905042 0.052985
leaf_value=-0.00051693913587572745 0.00051180792467161703 -0.00013421954107676907
internal_value=0 0.000233129

Tree=22
num_cat=0
split_gain=0.0887164 0.0519383
leaf_value=-0.00051180768179511903 0.00050672742727227941 -0.00013288719078206589
internal_value=0 0.000230815

Tree=23
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internal_value=0 0.000228524

Tree=24
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internal_value=0 0.000226256

Tree=25
num_cat=0
split_gain=0.0835619 0.0489207
leaf_value=-0.00049671698788368601 0.00049178651257274187 -0.00012896900804937336
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Tree=26
num_cat=0
split_gain=0.0819111 0.0479543
leaf_value=-0.00049178628929130188 0.00048690475872043319 -0.00012768877588799878
internal_value=0 0.000221786

Tree=27
num_cat=0
split_gain=0.080293 0.0470069
leaf_value=-0.00048690451041414636 0.0004820714604628852 -0.00012642127581247631
internal_value=0 0.000219584

Tree=28
num_cat=0
split_gain=0.0787069 0.0460783
leaf_value=-0.00048207123161651789 0.00047728613442804871 -0.00012516634326714094
internal_value=0 0.000217405

Tree=29
num_cat=0
split_gain=0.077188
leaf_value=0.00033842064687842894 -0.00030371085275027703

Tree=30
num_cat=0
split_gain=0.0766262 0.0442513
leaf_value=-0.00047565679363176071 0.00046918895212730066 -0.00012119877672901474
internal_value=0 0.000214512

Tree=31
num_cat=0
split_gain=0.0751125 0.0433771
leaf_value=-0.00047093515079315446 0.00046453151716555611 -0.0001199956956724187
internal_value=0 0.000212383

Tree=32
num_cat=0
split_gain=0.0736287 0.0425202
leaf_value=-0.00046626036968625939 0.00045992031069679772 -0.00011880456867681752
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Tree=33
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leaf_value=-0.00046163200816617917 0.00045535487058821723 -0.00011762523542814539
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Tree=34
num_cat=0
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leaf_value=-0.00045704957103063007 0.00045083474948083102 -0.00011645762559202022
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Tree=35
num_cat=0
split_gain=0.0693508 0.0400498
leaf_value=-0.00045251263623221098 0.0004463595084834581 -0.00011530159077812878
internal_value=0 0.000204074

Tree=36
num_cat=0
split_feature=1 2
split_gain=0.0679808 0.0393505
threshold=0.48908296943231461 0.0020360262008733004
leaf_value=-0.00044802072866613333 0.00053161318157345159 -2.8646666878052444e-05
leaf_weight=23 21 30
leaf_count=23 21 30
internal_value=0 0.000202049

Tree=37
num_cat=0
split_gain=0.0666379 0.038692
leaf_value=-0.00044357342447622143 0.00043818577876296287 -0.00011387269795739972
internal_value=0 0.000200043

Tree=38
num_cat=0
split_gain=0.0653215 0.0380162
leaf_value=-0.00043917024353331294 0.00052198639793102819 -2.8693280826069489e-05
internal_value=0 0.000198057

Tree=39
num_cat=0
split_gain=0.0642715
leaf_value=0.0003088100004513162 -0.0002771371759216632

Tree=40
num_cat=0
split_gain=0.063594 0.0367107
leaf_value=-0.0004333242151697425 0.00051373941982384293 -2.7402361090948208e-05
internal_value=0 0.000195421

Tree=41
num_cat=0
split_gain=0.0623377 0.0360907
leaf_value=-0.00042902278362499946 0.00042347925925036151 -0.00010969883584407942
internal_value=0 0.000193481

Tree=42
num_cat=0
split_gain=0.0611062 0.0354661
leaf_value=-0.00042476406327724092 0.0005044360549664211 -2.7452797051660063e-05
internal_value=0 0.00019156

Tree=43
num_cat=0
split_gain=0.0599284
leaf_value=0.00029819366062340373 -0.00026760969857213756

Tree=44
num_cat=0
split_gain=0.0594909 0.0342483
leaf_value=-0.00041911213772900471 0.0004964686778169559 -2.6208772269409727e-05
internal_value=0 0.000189011

Tree=45
num_cat=0
split_gain=0.0583157 0.0336644
leaf_value=-0.00041495178416997976 0.00040926775336159923 -0.00010567606332943077
internal_value=0 0.000187135

Tree=46
num_cat=0
split_gain=0.0571637 0.0330871
leaf_value=-0.00041083273036084534 0.00048747782018270847 -2.6262717112116271e-05
internal_value=0 0.000185278

Tree=47
num_cat=0
split_feature=1
split_gain=0.0561768
threshold=0.5927947598253277
leaf_value=-0.00026620829146476702 0.00028099763232354255

Tree=48
num_cat=0
split_gain=0.0556374
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Tree=49
num_cat=0
split_gain=0.0549308 0.0319424
leaf_value=-0.0004027288910939665 0.00047854935415549908 -2.6225721542303987e-05
internal_value=0 0.000181623

Tree=50
num_cat=0
split_gain=0.0541113
leaf_value=-0.00026126867657628815 0.00027578359644011441

Tree=51
num_cat=0
split_gain=0.0534634
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Tree=52
num_cat=0
split_gain=0.0528152
leaf_value=-0.00025812052957797108 0.00027246056808331648

Tree=53
num_cat=0
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Tree=54
num_cat=0
split_gain=0.0517461 0.0303745
leaf_value=-0.00039088009465424887 0.00046582683020246317 -2.6404040635633516e-05
internal_value=0 0.000176279

Tree=55
num_cat=0
split_gain=0.0508729
leaf_value=-0.00025332987610152309 0.00026740375151860417

Tree=56
num_cat=0
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Tree=57
num_cat=0
split_gain=0.0497965 0.0324056
threshold=0.5393013100436681 0.0044668603575664005
leaf_value=-0.00034987825486802358 0.00041698358475799745 -0.00010293917153253318
leaf_weight=26 27 21
leaf_count=26 27 21
internal_value=0 0.000189517
internal_weight=0 48
internal_count=74 48

Tree=58
num_cat=0
split_gain=0.0489633
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Tree=59
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leaf_value=-0.00037723212131059961 0.00045274826536798436 -2.7712496460365204e-05
internal_value=0 0.000170124

Tree=60
num_cat=0
split_gain=0.0473653
leaf_value=-0.00024444070116797265 0.00025802072974938269

Tree=61
num_cat=0
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Tree=62
num_cat=0
split_gain=0.0463408 0.0307997
leaf_value=-0.00033751980273309418 0.00040458170078558575 -0.00010229480189667046
internal_value=0 0.000182823

Tree=63
num_cat=0
split_gain=0.0455868
leaf_value=-0.00023980749459281541 0.00025313012705017345

Tree=64
num_cat=0
split_gain=0.0451288
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Tree=65
num_cat=0
split_gain=0.0445814 0.0271752
leaf_value=-0.00036281194680429192 0.00043749590872612791 -2.8091313345135177e-05
internal_value=0 0.000163621

Tree=66
num_cat=0
split_gain=0.0439105
leaf_value=-0.00023535726825353283 0.00024843267002308534

Tree=67
num_cat=0
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Tree=68
num_cat=0
split_gain=0.0428672 0.0287367
leaf_value=-0.00032462371380570331 0.00039004061213989056 -9.9565711480676891e-05
internal_value=0 0.000175838

Tree=69
num_cat=0
split_gain=0.0422631
leaf_value=-0.00023089988232699655 0.00024372765860711132

Tree=70
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split_gain=0.0415407
leaf_value=0.00024826710040401771 -0.00022280380242501244

Tree=71
num_cat=0
split_gain=0.0412512
leaf_value=-0.00022811893931609149 0.00024079220601850118

Tree=72
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split_gain=0.0407048 0.0255197
leaf_value=-0.00034667918253836113 0.00042174721040160845 -2.9435661646361826e-05
internal_value=0 0.000156346

Tree=73
num_cat=0
split_gain=0.0399047
leaf_value=0.0002433291283041456 -0.00021837230692875839

Tree=74
num_cat=0
split_gain=0.0397338
leaf_value=-0.0002238842337674926 0.00023632224627106676

Tree=75
num_cat=0
split_gain=0.0391156 0.0246503
leaf_value=-0.00033984409061240702 0.00041410463623299223 -2.9326104609306982e-05
internal_value=0 0.000153263

Tree=76
num_cat=0
split_gain=0.0384369
leaf_value=-0.00022020008070035415 0.00023243342388579326

Tree=77
num_cat=0
split_gain=0.0381681
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Tree=78
num_cat=0
split_gain=0.0376489 0.0260101
leaf_value=-0.00030422415176227041 0.00036857551518749889 -9.722431905654635e-05
internal_value=0 0.000164788

Tree=79
num_cat=0
split_gain=0.0369936
leaf_value=-0.00021602634614533759 0.00022802780802246928

Tree=80
num_cat=0
split_gain=0.0365643
leaf_value=0.0002329220059861373 -0.00020903256177069875

Tree=81
num_cat=0
split_gain=0.0361823 0.0231657
leaf_value=-0.00032685360043356506 0.00040026928606387747 -2.9600747154111781e-05
internal_value=0 0.000147405

Tree=82
num_cat=0
split_gain=0.0356333
leaf_value=-0.00021201724170416539 0.00022379597404807968

Tree=83
num_cat=0
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Tree=84
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threshold=0.5393013100436681 0.0020360262008733004
leaf_value=-0.00029260957881893889 0.00039133347098556636 -5.5712846450350842e-05
internal_value=0 0.000158497

Tree=85
num_cat=0
split_gain=0.0342963
leaf_value=-0.00020800177638193504 0.00021955742760796027

Tree=86
num_cat=0
split_gain=0.0337061
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Tree=87
num_cat=0
split_gain=0.0334752
leaf_value=-0.00020549664571219907 0.00021691312294792756

Tree=88
num_cat=0
split_gain=0.0330361 0.0217142
leaf_value=-0.00031231978882294682 0.00038566460210994494 -3.0520032480824683e-05
internal_value=0 0.00014085

Tree=89
num_cat=1
split_gain=0.0326688
leaf_value=-0.00022016513476000836 0.0001975840888675332

Tree=90
num_cat=0
split_gain=0.0324249 0.0230362
leaf_value=-0.0002823298365415435 0.00037964881295034063 -5.5653864552302955e-05
internal_value=0 0.000152929

Tree=91
num_cat=1
split_gain=0.0319609
leaf_value=-0.00021776685898527049 0.00019543179018422532

Tree=92
num_cat=0
split_gain=0.0319299
leaf_value=-0.0002006974124391599 0.00021184726220154634

Tree=93
num_cat=0
split_gain=0.0315194
leaf_value=0.00021625739318251693 -0.00019407713658667295

Tree=94
num_cat=1
split_gain=0.0312423
leaf_value=-0.00021530478768530512 0.00019322224224736027

Tree=95
num_cat=0
split_gain=0.0311668 0.0221069
leaf_value=-0.00027679843100760724 0.00037203273165411078 -5.4399752339085011e-05
internal_value=0 0.000149932

Tree=96
num_cat=0
split_gain=0.0307312
leaf_value=-0.00019689428141345753 0.00020783285294014581

Tree=97
num_cat=1
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Tree=98
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split_gain=0.0301965 0.0199536
leaf_value=-0.00029859525591745804 0.00036934090077417472 -2.961559330116463e-05
internal_value=0 0.000134661

Tree=99
num_cat=1
split_gain=0.0298637
leaf_value=-0.00021050100072170821 0.00018891115781250403

Tree=100
num_cat=0
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leaf_value=-0.00019364936999177284 0.00020440766548378441

Tree=101
num_cat=0
split_gain=0.0296821 0.0141591
threshold=0.67139737991266368 0.0041539301310043507
leaf_value=-0.0002727417185134046 0.00031583424536517785 5.3207952834732319e-05
leaf_weight=29 21 24
leaf_count=29 21 24
internal_value=0 -0.000125142

Tree=102
num_cat=0
split_gain=0.0297207
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Tree=103
num_cat=1
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Tree=104
num_cat=0
split_gain=0.029192 0.0192032
leaf_value=-0.00029358728205374439 0.00036262674243014043 -2.8755145584259331e-05
internal_value=0 0.000132402

Tree=105
num_cat=0
split_gain=0.0292343 0.0143884
leaf_value=-0.00027298444743131014 0.00031344294044783239 5.5593630116046527e-05
internal_value=0 -0.000124194

Tree=106
num_cat=0
split_gain=0.0289145
leaf_value=0.00020712836200579573 -0.00018588443410064859

Tree=107
num_cat=0
split_gain=0.0287575 0.0143286
leaf_value=-0.00027165808435218396 0.00031087630611088861 5.6236757585539517e-05
internal_value=0 -0.000123177

Tree=108
num_cat=0
split_gain=0.0287822 0.0187666
leaf_value=-0.00029151902469673696 0.00035906207460236102 -2.7845536166872604e-05
internal_value=0 0.000131469

Tree=109
num_cat=1
split_gain=0.0284435
leaf_value=-0.00020543458889435006 0.00018436437537473329

Tree=110
num_cat=0
split_gain=0.028284 0.0199782
leaf_value=-0.00026368666920292583 0.00035396686644063543 -5.1415377242615497e-05
internal_value=0 0.00014283

Tree=111
num_cat=0
split_gain=0.0283101 0.0144269
leaf_value=-0.00027120471400842567 0.00030844876843373473 5.7813016274783018e-05
internal_value=0 -0.000122216

Tree=112
num_cat=0
split_gain=0.0279815
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Tree=113
num_cat=0
split_gain=0.0278484 0.014363
leaf_value=-0.00026987351505574416 0.00030592283211810232 5.8414683298162782e-05
internal_value=0 -0.000121215

Tree=114
num_cat=0
split_gain=0.0278624 0.0179761
leaf_value=-0.000286822946274086 0.00035209912925889301 -2.6571789651454265e-05
internal_value=0 0.000129352

Tree=115
num_cat=1
split_gain=0.0277259
leaf_value=-0.00020282663997077914 0.00018202390005093676

Tree=116
num_cat=0
split_gain=0.0273527 0.0190295
leaf_value=-0.00025930914308378223 0.00034652136293711875 -4.911813678620875e-05
internal_value=0 0.000140459

Tree=117
num_cat=0
split_gain=0.0274155 0.0144536
leaf_value=-0.00026939580061432019 0.00030353592576728614 5.99259840271187e-05
internal_value=0 -0.000120269

Tree=118
num_cat=1
split_gain=0.0271585
leaf_value=-0.00020074039174368256 0.00018015163691997323

Tree=119
num_cat=0
split_gain=0.0270152
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Tree=120
num_cat=0
split_gain=0.0269059 0.0144808
leaf_value=-0.00026841297497359583 0.00030070150296688218 6.1218544722730175e-05
internal_value=0 -0.000119146

Tree=121
num_cat=0
split_gain=0.026969 0.0171433
leaf_value=-0.00028218738703704362 0.00034478770432898938 -2.5007725301703357e-05
internal_value=0 0.000127261

Tree=122
num_cat=1
split_gain=0.0264965
leaf_value=-0.00019827879794010773 0.00017794252411320569

Tree=123
num_cat=0
split_gain=0.026461 0.018068
leaf_value=-0.00025504724049861988 0.00033893987736878891 -4.6575547330518799e-05
internal_value=0 0.000138151

Tree=124
num_cat=0
split_gain=0.0264889 0.0145617
leaf_value=-0.00026790288703760145 0.00029836252476872835 6.2648779307055981e-05
internal_value=0 -0.000118219

Tree=125
num_cat=0
split_gain=0.0262485 0.0422963
threshold=0.0006113537117903501 0.0028602620087336003
leaf_value=-0.00029700541280359061 0.00042593351214304626 -0.00013742381680247046
internal_value=0 0.000117681

Tree=126
num_cat=0
split_gain=0.0260838 0.0145776
leaf_value=-0.00026707729115395826 0.00029607237719647765 6.3655076948964032e-05
internal_value=0 -0.000117312

Tree=127
num_cat=0
split_gain=0.0259538 0.0163515
leaf_value=-0.00027682529852196758 0.00033728684421267666 -2.3868058191491745e-05
internal_value=0 0.000124843

Tree=128
num_cat=1
split_gain=0.0257783
leaf_value=-0.00019557327697751215 0.00017551447988696501

Tree=129
num_cat=0
split_gain=0.0257691 0.0410697
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internal_value=0 0.000116602

Tree=130
num_cat=0
split_gain=0.0257183 0.0148566
leaf_value=-0.00026767848560090674 0.00029399053629650422 6.6203126692981114e-05
internal_value=0 -0.000116487

Tree=131
num_cat=0
split_gain=0.0254616 0.0404738
leaf_value=-0.00029251972513955261 0.0004174420974286324 -0.00013364469180685948
internal_value=0 0.000115904

Tree=132
num_cat=0
split_gain=0.0253256 0.014863
leaf_value=-0.00026681823950457735 0.00029173706017410314 6.7135442247511426e-05
internal_value=0 -0.000115594

Tree=133
num_cat=0
split_gain=0.0251574 0.0398889
leaf_value=-0.00029076714962043056 0.00041456077837753638 -0.00013252927477530699
internal_value=0 0.00011521

Tree=134
num_cat=1
split_gain=0.0249623
leaf_value=-0.00019245301285905538 0.00017271423746104898

Tree=135
num_cat=0
split_gain=0.0248817 0.01496
leaf_value=-0.0002662935808665245 0.00028916904197148508 6.874848926789497e-05
internal_value=0 -0.000114576

Tree=136
num_cat=0
split_gain=0.0249492 0.0152714
leaf_value=-0.00027141481162069056 0.00032771037565457965 -2.1312571550011721e-05
internal_value=0 0.000122403

Tree=137
num_cat=0
split_gain=0.024697 0.0387425
leaf_value=-0.00028809412821601959 0.00040916870817078141 -0.00013000250532279253
internal_value=0 0.00011415

Tree=138
num_cat=0
split_gain=0.0245916 0.015129
leaf_value=-0.00026647796738403674 0.00028747876285947993 7.045031340640462e-05
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Tree=139
num_cat=0
split_gain=0.024402 0.038191
leaf_value=-0.00028636840908990763 0.00040637754723209723 -0.00012894223173643771
internal_value=0 0.000113467

Tree=140
num_cat=1
split_gain=0.0242236
leaf_value=-0.00018958374569889505 0.00017013926801279369

Tree=141
num_cat=0
split_gain=0.0241611 0.0152163
leaf_value=-0.0002659161067162052 0.00028495115806892923 7.1983031751373657e-05
internal_value=0 -0.000112905

Tree=142
num_cat=0
split_gain=0.0241435 0.0145258
leaf_value=-0.00026699627719625735 0.00032064270291394574 -1.975275718681493e-05
internal_value=0 0.00012041

Tree=143
num_cat=0
split_gain=0.0239556 0.037101
leaf_value=-0.00028373645726164465 0.00040112474079616068 -0.00012650095369546316
internal_value=0 0.000112424

Tree=144
num_cat=0
split_gain=0.0238802 0.0153735
leaf_value=-0.00026604638266117416 0.00028329000088794164 7.359398519892522e-05
internal_value=0 -0.000112247

Tree=145
num_cat=0
split_gain=0.0236695 0.0365809
leaf_value=-0.00028203721174781948 0.00039842060958801491 -0.00012549356430476854
internal_value=0 0.000111751

Tree=146
num_cat=0
split_gain=0.0235167 0.0153597
leaf_value=-0.00026511982296750005 0.00028112566160729924 7.4368164164468766e-05
internal_value=0 -0.000111389

Tree=147
num_cat=1
split_gain=0.0235507
leaf_value=-0.00018693221068556159 0.00016775967003377951

Tree=148
num_cat=0
split_gain=0.0234126 0.0359299
leaf_value=-0.00028050251329951982 0.00039525015058407427 -0.00012398105571519085
internal_value=0 0.000111143

Tree=149
num_cat=0
split_gain=0.0231055 0.0154351
leaf_value=-0.00026451842899920204 0.00027865698083544553 7.5801570309403979e-05
internal_value=0 -0.000110411

Tree=150
num_cat=0
split_gain=0.0232189 0.0136547
leaf_value=-0.00026183377369127993 0.00031221778217684168 -1.7813220988621019e-05
internal_value=0 0.000118082

Tree=151
num_cat=0
split_gain=0.0229578 0.0350494
leaf_value=-0.00027776455608393579 0.00039066259503203309 -0.00012216711949962177
internal_value=0 0.000110058

Tree=152
num_cat=0
split_gain=0.0228384 0.015578
leaf_value=-0.00026458989996142875 0.00027704131446902396 7.7301645481879709e-05
internal_value=0 -0.000109771

Tree=153
num_cat=1
split_gain=0.0228674
leaf_value=-0.00018420018804596265 0.00016530785653335841

Tree=154
num_cat=0
split_gain=0.0227087 0.0344322
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internal_value=0 0.000109459

Tree=155
num_cat=0
split_gain=0.0224394 0.0156442
leaf_value=-0.00026395569503196239 0.00027461092035400541 7.8661904849959023e-05
internal_value=0 -0.000108808

Tree=156
num_cat=0
split_gain=0.0224732 0.0130021
leaf_value=-0.00025759522118004217 0.00030561079539164783 -1.643788824283319e-05
internal_value=0 0.00011617

Tree=157
num_cat=1
split_gain=0.0222778
leaf_value=-0.00018181009455586788 0.00016316290184457087

Tree=158
num_cat=0
split_gain=0.0222924 0.0334646
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internal_value=0 0.000108451

Tree=159
num_cat=0
split_gain=0.0221296 0.0158658
leaf_value=-0.00026429715440315777 0.00027270890759267775 8.0738762611864336e-05
internal_value=0 -0.000108054

Tree=160
num_cat=0
split_gain=0.0220257 0.0330129
leaf_value=-0.00027206770585800553 0.00038013146760797461 -0.00011757699851642014
internal_value=0 0.0001078

Tree=161
num_cat=0
split_gain=0.0217941 0.0158321
leaf_value=-0.00026330859334052777 0.00027063371549921906 8.1360024860628334e-05
internal_value=0 -0.000107232

Tree=162
num_cat=0
split_gain=0.0217619 0.032569
leaf_value=-0.00027043363872255119 0.00037764674776802164 -0.000116703980279269
internal_value=0 0.000107153

Tree=163
num_cat=1
split_gain=0.0216019
leaf_value=-0.00017903103650774557 0.00016066888312479856

Tree=164
num_cat=0
split_gain=0.0214772 0.0120854
leaf_value=-0.00025182221766852292 0.00029620711270936045 -1.4281271673341818e-05
internal_value=0 0.000113567

Tree=165
num_cat=0
split_gain=0.0214937 0.0160423
leaf_value=-0.00026359950303938293 0.00026876167101271648 8.3349614148013143e-05
internal_value=0 -0.00010649

Tree=166
num_cat=0
split_gain=0.021363 0.0316645
leaf_value=-0.0002679435794602011 0.00037287775454176059 -0.00011456037884697488
internal_value=0 0.000106166

Tree=167
num_cat=0
split_gain=0.0211681 0.0160007
leaf_value=-0.00026258641730818143 0.00026671857438954584 8.3913178338451734e-05
internal_value=0 -0.000105681

Tree=168
num_cat=0
split_gain=0.0211072 0.0312454
leaf_value=-0.00026633478179560337 0.00037046940061171915 -0.00011373224338968522
internal_value=0 0.000105529

Tree=169
num_cat=1
split_gain=0.02099
leaf_value=-0.00017647721200805035 0.00015837699485437239

Tree=170
num_cat=0
split_gain=0.0207996 0.016046
leaf_value=-0.00026188435623168764 0.00026438640348101246 8.5105492526595347e-05
internal_value=0 -0.000104757

Tree=171
num_cat=0
split_feature=1 0
split_gain=0.0209262 0.0116915
threshold=0.48908296943231461 0.00029850746268650006
leaf_value=-0.00024857079383331005 -4.1172901361516294e-05 0.00025947887333419988
leaf_weight=23 25 26
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internal_value=0 0.000112101

Tree=172
num_cat=0
split_gain=0.0206574 0.0306283
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internal_value=0 0.000104398

Tree=173
num_cat=0
split_gain=0.0206282 0.0159653
leaf_value=-0.0002610562307365185 0.00026329488322739759 8.5059920819610787e-05
internal_value=0 -0.000104324

Tree=174
num_cat=1
split_gain=0.0205695
leaf_value=-0.00017470038434754098 0.0001567823935425486

Tree=175
num_cat=0
split_gain=0.0204335 0.030107
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internal_value=0 0.000103831

Tree=176
num_cat=0
split_gain=0.0202687 0.016005
leaf_value=-0.00026033787210905411 0.00026099079486484686 8.6207975876560994e-05
internal_value=0 -0.000103411

Tree=177
num_cat=0
split_gain=0.0202591 0.0113452
leaf_value=-0.00024457667107925519 -4.0686603043813497e-05 0.00025547803031783235
internal_value=0 0.000110299

Tree=178
num_cat=1
split_gain=0.0201192
leaf_value=-0.00017277743394288929 0.00015505667723560732

Tree=179
num_cat=0
split_gain=0.0200246
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Tree=180
num_cat=0
split_gain=0.0200313 0.0159378
leaf_value=-0.00025940083282248357 0.00025945800217589321 8.641692234183425e-05
internal_value=0 -0.000102804

Tree=181
num_cat=0
split_gain=0.0201579 0.0293261
leaf_value=-0.00026027629315298327 0.00035980256797003211 -0.00010929169559652951
internal_value=0 0.000103128

Tree=182
num_cat=0
split_gain=0.0197597 0.0287468
leaf_value=-0.00025769265115752884 0.0003562309577567904 -0.00010820680122706449
internal_value=0 0.000102105

Tree=183
num_cat=0
split_gain=0.0198219 0.0161507
leaf_value=-0.0002599044021545064 0.00025809820216119052 8.8215226097522156e-05
internal_value=0 -0.000102265

Tree=184
num_cat=1
split_gain=0.0195611
leaf_value=-0.00017036420601351012 0.00015289095334428457

Tree=185
num_cat=0
split_gain=0.0195457 0.0282657
leaf_value=-0.00025629365012651734 0.00035354117650256519 -0.00010699384164664108
internal_value=0 0.00010155

Tree=186
num_cat=0
split_gain=0.0194771 0.0161781
leaf_value=-0.00025914488626146298 0.0002558436855531775 8.9270166661905025e-05
internal_value=0 -0.000101372

Tree=187
num_cat=0
split_gain=0.0193592 0.0109829
leaf_value=-0.00023908289895165801 -4.0733840240951196e-05 0.00025066357064473522
internal_value=0 0.000107822

Tree=188
num_cat=0
split_gain=0.019226 0.0158251
leaf_value=-0.00025675818844724104 0.00025418876072032129 8.7834302350451438e-05
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Tree=189
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Tree=190
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Tree=191
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Tree=192
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Tree=193
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Tree=194
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Tree=195
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Tree=196
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Tree=197
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Tree=198
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Tree=199
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Tree=200
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Tree=201
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Tree=202
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Tree=203
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Tree=204
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Tree=205
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Tree=206
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Tree=207
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Tree=208
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Tree=209
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Tree=210
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Tree=211
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Tree=212
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Tree=213
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Tree=214
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Tree=215
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Tree=216
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Tree=217
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Tree=218
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Tree=219
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Tree=220
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Tree=221
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Tree=222
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Tree=223
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Tree=224
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Tree=225
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Tree=226
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Tree=227
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Tree=228
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Tree=229
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Tree=230
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Tree=231
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Tree=232
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Tree=233
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Tree=234
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Tree=235
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Tree=236
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Tree=237
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Tree=238
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Tree=239
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Tree=240
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Tree=241
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Tree=242
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Tree=243
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Tree=244
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Tree=245
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Tree=246
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Tree=247
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Tree=248
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Tree=249
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Tree=250
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Tree=251
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Tree=252
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Tree=253
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Tree=254
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Tree=255
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Tree=256
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Tree=257
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Tree=258
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Tree=259
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Tree=260
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Tree=261
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Tree=262
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Tree=263
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Tree=264
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Tree=265
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Tree=266
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Tree=267
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Tree=268
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Tree=269
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Tree=270
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Tree=271
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Tree=272
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Tree=273
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Tree=274
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Tree=275
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Tree=276
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Tree=277
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Tree=278
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Tree=279
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Tree=280
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Tree=281
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Tree=282
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Tree=283
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Tree=284
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Tree=285
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Tree=286
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Tree=287
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Tree=288
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Tree=289
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Tree=290
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Tree=291
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Tree=292
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Tree=293
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Tree=294
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Tree=295
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Tree=296
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Tree=297
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Tree=298
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Tree=299
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Tree=300
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Tree=301
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Tree=302
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threshold=0.00069651741293530012 0.0041539301310043507
leaf_value=-0.00023747427234870831 0.0001764722715877827 0.00010654633286314223
internal_value=0 -9.00369e-05

Tree=303
num_cat=0
split_gain=0.0119251 0.0075358
leaf_value=-0.00018764493882409089 -3.8429892352762701e-05 0.00020294540997633861
internal_value=0 8.46242e-05

Tree=304
num_cat=0
split_gain=0.0118813 0.0154153
leaf_value=-0.00023318318481508937 0.00019982268224530571 0.00010691815205844957
internal_value=0 -7.9175e-05

Tree=305
num_cat=0
split_gain=0.0119309
leaf_value=0.0001330514374571502 -0.00011940513412755237

Tree=306
num_cat=0
split_gain=0.0117927 0.0140042
leaf_value=-0.00019907573375893634 0.00025625060022068952 -6.7911182164434654e-05
internal_value=0 7.88791e-05

Tree=307
num_cat=0
split_gain=0.0117468 0.0154397
leaf_value=-0.00023285579635134754 0.00019868783006920908 0.00010751557858568932
internal_value=0 -7.87254e-05

Tree=308
num_cat=1
split_gain=0.0117661
leaf_value=-0.00013212910262107937 0.00011857741203497882

Tree=309
num_cat=0
split_gain=0.0116644 0.0138121
leaf_value=-0.00019799006065145992 0.00025459991703807465 -6.7331264615226415e-05
internal_value=0 7.84489e-05

HE.G_urine_pre=215
HE_pre=162
Total.HE_pre=79
Sex=42
HE.G_plasm_pre=14

[data: ]
[valid: ]
[seed: 42]