tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=59
objective=binary sigmoid:1
feature_names=eeg_ab eeg_abspow eeg_alpha eeg_alpha2 eeg_ar eeg_as eeg_at eeg_beta eeg_beta2 eeg_beta3 eeg_da eeg_db eeg_delta eeg_delta4 eeg_dn eeg_dr eeg_ds eeg_dt eeg_fdelta eeg_g3a eeg_g3b eeg_g3d eeg_g3n eeg_g3r eeg_g3t eeg_gama eeg_gama0 eeg_gama2 eeg_gama3 eeg_gama4 eeg_gn eeg_gr eeg_iqr eeg_kurt eeg_n_wave eeg_n_wave2 eeg_noise1 eeg_noise2 eeg_noise3 eeg_noise4 eeg_noise5 eeg_noise6 eeg_noise7 eeg_nzc eeg_petrosian eeg_rem_wave eeg_rem_wave2 eeg_rem_wave3 eeg_rn eeg_sdelta eeg_sigma eeg_sigma2 eeg_sigma3 eeg_skew eeg_std eeg_theta eeg_theta2 age male data_type
feature_infos=[0.011810936862433006:inf] [0:109658.6109824322] [0:2778.6708064173645] [0:4486.7312171333342] [0.01214185477359332:311.8268199433117] [0.010270836792309928:264.69000558126402] [0.0043060933947206238:305.90236767377365] [0:811.93839317355219] [0:1045.2097550786179] [0:1168.924004620626] [0.00063818957427909417:224507.43122352022] [0.00059357740169842818:inf] [0:23405.81447535567] [0:26294.394307564166] [0.00055412452763345073:147291.02829186097] [0.0005197721507387734:1798112.6215694021] [0.00021353797672064791:695939.1584128571] [0.00039055476440731586:124335.77999148637] [0:21119.502218364276] [0:37216418.402456157] [0.0010779056181733704:31628717.12129645] [0:59847.39360278604] [0:36181710.051054187] [0:32949657.627537314] [0:35202980.253139041] [0:1347.4730464700765] [0:1413.5253293888622] [0:9205.4177335414279] [0:1964.4284059220518] [0:551.4261411610704] [0:18617795.03341959] [0:16954698.140724465] [0:772.91034730991191] [-1.782417617560293:495.00200400801612] [0:3704.1318880932931] [0:4572.4003786106541] [0:9205.4177335414279] [0:49411.023367077432] [0:41166.183427857963] [0:9744.0393851681183] [0:1523.345585329703] [0:1761.8270689771155] [0:2154.3042076608563] [0:345] [1:1.0470835285799573] [0:887.1376555221151] [0:1827.3773035142196] [0:1034.0304737210665] [0.00053635133230430377:68.582258970261876] [0:40338.899644740144] [0:2301.3218473269008] [0:1293.5922654545698] [0:1674.8961738527018] [-18.152815662823095:22.293541755585096] [0:361.69997311950954] [0:5510.1813929871969] [0:8566.8897602909783] none none none
tree_sizes=883 891 888 884 882 894 891 888 891 895 901 895 899 902 899 902 897 899 901 895 901 903 899 893 901 900 900 899 899 903 899 899 902 899 899 900 900 897 901 891 899 900 899 886 903 912 899 891 896 891 888 896 903 901 901 898 897 907 898 900 891 905 899 896 895 911 906 895 893 901 901 897 897 910 897 903 894 895 906 894 908 897 906 909 904 894 901 907 903 899 908 909 902 893 896 906 894 912 896 905 906 893 902 903 902 907 903 894 903 900 902 904 908 900 888 907 896 900 905 893 901 900 911 900 909 912 910 897 909 885 892 900 905 900 909 890 901 904 907 899 907 907 895 905 895 905 895 912 904 894 906 890 905 904 897 910 900 899 913 896 912 906 898 899 902 909 894 892 902 898 909 903 910 909 891 911 899 906 898 895 902 909 899 913 898 905 890 910 895 895 902 900 903 904 899 908 899 896 903 905

Tree=0
num_leaves=7
num_cat=0
split_feature=43 33 11 27 43 2
split_gain=462377 187555 48111 46660.5 16548.5 4316.12
threshold=69.500000000000014 4.5616250057491632 9.3303331158741472 1.8445859438458703 152.50000000000003 54.651986577326454
decision_type=2 8 10 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=0.37277755421490755 0.076447991860625009 -0.012816612725291082 0.25097777020534279 -0.015660590445633255 -0.016252873188047551 0.15886981666522865
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leaf_count=455822 116976 57903 79902 39668 232115 3842
internal_value=0.197105 0.328051 0.0524952 0.162519 0.01481 0.37099
internal_weight=0 128143 116035 29604 86430.6 113807
internal_count=986228 517567 468661 119570 349091 459664
is_linear=0
shrinkage=1


Tree=1
num_leaves=7
num_cat=0
split_feature=21 38 54 37 21 37
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threshold=0.037127741364915638 0.12135163406562935 2.8598493415908899 3.3544075179516164 0.0083920684000164079 2.4513389287925809
decision_type=8 2 2 2 10 2
left_child=3 2 -2 -1 -5 -3
right_child=1 5 -4 4 -6 -7
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leaf_count=499314 46052 82944 34844 13629 20103 289342
internal_value=0 -0.15729 -0.0384446 0.137762 -0.0392124 -0.182919
internal_weight=0 113022 20048.9 129301 8332.31 92972.7
internal_count=986228 453182 80896 533046 33732 372286
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=7
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split_feature=21 38 32 33 38 38
split_gain=434162 31499.8 38736.3 29511.6 14138.4 3501.26
threshold=0.033721441269093648 0.17858080162292536 3.1024430372499983 4.5616250057491632 10.028770039137582 8.0055437523348481
decision_type=8 2 2 8 2 2
left_child=3 2 -2 4 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=0.14625431815065743 -0.16770274992280965 -0.13428871479907903 0.092165325476209439 -0.17174202794650195 -0.002862710385939778 -0.17864343224077292
leaf_weight=113787.58470155299 11297.365669339895 24250.112233236432 11652.293731406331 3158.2510951459408 6734.7200629711151 66878.353080928326
leaf_count=484896 45416 97741 47933 12709 27575 269958
internal_value=0 -0.14047 -0.0357592 0.130014 0.137922 -0.16684
internal_weight=0 114078 22949.7 123681 120522 91128.5
internal_count=986228 461048 93349 525180 512471 367699
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=7
num_cat=0
split_feature=22 17 11 43 43 53
split_gain=278938 42153.9 40453.4 18576.9 17347.3 9307.4
threshold=0.10924488483403343 7.1445495090584759 6.2208629854415785 148.50000000000003 75.500000000000014 -1.638775483060243
decision_type=8 10 10 2 2 10
left_child=2 -2 4 -3 -1 -4
right_child=1 3 5 -5 -6 -7
leaf_value=0.068451820389527518 -0.13771025894558353 0.090493133100847431 -0.15009001462441893 -0.13378822443977634 -0.13626240829241396 0.13585894918995539
leaf_weight=8106.6295723766088 95620.176595509052 13212.683098837733 1151.4802202433348 5125.7757918685675 8458.4073244780302 99336.379851162434
leaf_count=34901 394586 56922 4651 20996 34611 439561
internal_value=0 -0.111075 0.108714 0.0278043 -0.036079 0.132582
internal_weight=0 113959 117053 18338.5 16565 100488
internal_count=986228 472504 513724 77918 69512 444212
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=7
num_cat=0
split_feature=39 12 33 11 22 39
split_gain=295210 73375 24949.3 14559.9 10992 7658.99
threshold=0.050438803291735418 0.29406277847569323 5.5510275275125576 44.831415956648328 0.050578221256180923 3.2171685668234011
decision_type=2 2 10 10 8 2
left_child=1 4 -3 -2 -1 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.065580202042170438 -0.14432673030156756 0.13579520262420752 -0.16147797058499072 0.08217699784252501 -0.13633395897163919 -0.14412467048580815
leaf_weight=3372.0961283445358 88172.1859190166 109204.00305399299 2898.1585720777512 4548.9567432254553 13450.433139249682 2228.028299048543
leaf_count=14940 372824 501287 11654 20037 56094 9392
internal_value=0 0.0988855 0.12811 -0.13347 -0.09586 0.00777717
internal_weight=0 128925 112102 94949.2 16822.5 6776.99
internal_count=986228 583975 512941 402253 71034 29429
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=7
num_cat=0
split_feature=24 38 12 11 38 33
split_gain=200942 41515.7 39030.4 30377.7 8894.9 8072.69
threshold=0.096177187563766267 0.7359589066109018 0.36620967040344349 7.0522372102738222 0.07084139373909995 3.5611186816623501
decision_type=8 2 2 10 2 8
left_child=3 2 -2 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.040946113088064305 -0.13305403244078948 -0.1361499635104037 0.093272954365523242 0.12441404906092196 -0.10359458886527972 -0.098502236355687667
leaf_weight=9362.2315743416548 12924.869294941425 76125.388618275523 18562.974776700139 88596.869725376368 7808.5772378891706 1654.9013358056545
leaf_count=41925 55387 334626 82764 431122 33498 6906
internal_value=0 -0.0962033 0.000372128 0.0971314 -0.0247851 0.120327
internal_weight=0 107613 31487.8 107423 17170.8 90251.8
internal_count=986228 472777 138151 513451 75423 438028
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=7
num_cat=0
split_feature=21 37 45 33 37 37
split_gain=230675 21639.2 25464.3 19372.1 13824.3 731.622
threshold=0.029270649034098133 1.2263448383939153 0.060525535078620817 5.5510275275125576 2.6771906669123329 2.906790508570618
decision_type=8 2 2 8 2 2
left_child=3 2 -2 4 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=0.12530391003782851 -0.13440236420871282 -0.10368595716785441 0.035571555915044982 -0.15228132222742011 -0.019021913065907534 -0.13998383046451787
leaf_weight=91807.938054025173 15997.605640143156 6092.3701713532209 19627.853308618069 2790.8666711300611 7153.9115959852934 62717.971203953028
leaf_count=471269 71023 27005 85523 11378 30834 289196
internal_value=0 -0.104017 -0.0407552 0.107543 0.114871 -0.13677
internal_weight=0 104436 35625.5 101753 98961.8 68810.3
internal_count=986228 472747 156546 513481 502103 316201
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=7
num_cat=0
split_feature=30 14 37 53 37 37
split_gain=162665 32078.6 17535.2 16944.4 15807.4 7393.24
threshold=0.15315316339947385 6.0095419823627472 2.4513389287925809 -1.638775483060243 6.5384485374958441 0.23599872095468702
decision_type=8 10 2 10 2 2
left_child=2 5 3 -1 -3 -2
right_child=1 4 -4 -5 -6 -7
leaf_value=-0.15273380078973245 -0.053872348452450591 0.085650500898649007 -0.04472029287702433 0.11530600126254298 -0.10485589099361925 -0.13018529235849355
leaf_weight=2426.3910484611988 15732.482686713338 13784.42686496675 8256.0238661617041 84231.399553209543 6367.5300862789154 65757.487705647945
leaf_count=10157 71682 66915 37222 454938 29163 316151
internal_value=0 -0.0875154 0.094534 0.107801 0.0254551 -0.115452
internal_weight=0 101642 94913.8 86657.8 20152 81490
internal_count=986228 483911 502317 465095 96078 387833
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=7
num_cat=0
split_feature=37 18 11 43 11 27
split_gain=135674 54793.3 13658.3 12935.6 9340.71 3999.27
threshold=1.3420210654685325 0.27240724974441849 3.7756437820372346 68.500000000000014 53.867257098844362 1.4716071614090882
decision_type=2 2 10 2 10 2
left_child=1 3 -3 -1 -2 -6
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leaf_count=19168 329161 46992 499746 69623 13410 8128
internal_value=0 0.0658626 0.0954876 -0.0911643 -0.110078 0.0281222
internal_weight=0 117787 99091.7 18694.8 69804.5 4570.42
internal_count=986228 635529 546738 88791 350699 21538
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=7
num_cat=0
split_feature=21 38 54 33 37 38
split_gain=151353 19008.3 22769.5 15557.7 8537.19 3553.68
threshold=0.027922653611417079 0.09374000674142452 2.0370558716630942 3.5611186816623501 2.906790508570618 9.417802539624498
decision_type=8 2 2 8 2 2
left_child=3 2 -2 4 -1 -3
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internal_value=0 -0.0882029 0.00139735 0.0960874 0.104425 -0.111085
internal_weight=0 92710.9 18860.3 85812.7 82643.5 73850.6
internal_count=986228 476718 89212 509510 495903 387506
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=7
num_cat=0
split_feature=21 38 45 21 7 38
split_gain=131062 11724.1 15310.5 9439.47 5476.78 5014.41
threshold=0.042601103144960739 0.92742146292115468 0.063818658179020368 0.01629118245703046 0.63335125927874214 0.085245956391393193
decision_type=8 2 2 10 2 2
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internal_value=0 -0.0914212 -0.0321436 0.0849219 0.100303 0.0151237
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internal_count=986228 441666 113830 544562 462572 81990
is_linear=0
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Tree=11
num_leaves=7
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split_feature=39 12 33 10 29 39
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threshold=0.050438803291735418 0.38600398076239545 5.5510275275125576 15.315077003369371 0.0047536749313094049 3.2171685668234011
decision_type=2 2 10 10 2 2
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internal_weight=0 90814.2 75158.2 69348.8 15656 8065.35
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is_linear=0
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Tree=12
num_leaves=7
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is_linear=0
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Tree=13
num_leaves=7
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internal_count=986228 556269 516152 429959 111053 40117
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=7
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threshold=0.058193311959991896 0.44615176876183027 3.9074291459658936 67.500000000000014 8.313145163454438 2.7703693978508537
decision_type=2 2 10 2 10 2
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internal_count=986228 591913 497274 94639 394315 38119
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=7
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threshold=0.13726391648073008 2.2351578487843078 2.9689735665420058 7.9962090699329247 0.13273028109969778 0.18731681211653725
decision_type=8 2 2 10 2 2
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Tree=35
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internal_weight=0 39602.8 13365.9 12909.2 26236.9 1306.7
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Tree=36
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internal_weight=0 35991.1 29769.5 6221.65 14923.9 13768.1
internal_count=986228 716337 568792 147545 269891 260922
is_linear=0
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Tree=37
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decision_type=2 2 2 10 2 2
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internal_weight=0 27757.6 23705.4 21540 19143 2397.04
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is_linear=0
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Tree=38
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decision_type=2 2 2 10 2 2
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internal_weight=0 29740.1 11370.6 18369.5 17764.8 11309
internal_count=986228 627416 152983 474433 358812 147377
is_linear=0
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Tree=39
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split_gain=4328.06 4431.15 2378.24 1513.55 446.361 160.166
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decision_type=8 2 2 2 2 2
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internal_weight=0 41504.4 26727.6 14776.8 4396.49 37.2129
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is_linear=0
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Tree=40
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split_gain=5050.83 3212.9 3137.8 1246.74 842.365 691.83
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decision_type=2 2 10 10 2 10
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is_linear=0
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Tree=41
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decision_type=2 8 2 10 2 2
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is_linear=0
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Tree=42
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decision_type=2 2 2 2 2 8
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internal_weight=0 25302.9 17297.2 19256.1 14151 3146.21
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is_linear=0
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Tree=43
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decision_type=8 2 2 2 2 2
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internal_weight=0 37927.7 24064.9 13862.8 3510.59 43.8668
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is_linear=0
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Tree=44
num_leaves=7
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decision_type=2 8 2 10 10 2
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internal_weight=0 28705.8 23598.8 12050 7977.13 4072.85
internal_count=986228 719528 589032 266700 221615 45085
is_linear=0
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Tree=45
num_leaves=7
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decision_type=8 8 2 2 10 10
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internal_weight=0 26253.9 13269.4 23392.8 10832.4 2437.01
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is_linear=0
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Tree=46
num_leaves=7
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decision_type=2 2 2 2 10 2
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is_linear=0
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Tree=47
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internal_weight=0 26973.4 22221 11020.3 9376.98 4752.4
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is_linear=0
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Tree=48
num_leaves=7
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internal_weight=0 32402.6 29372.8 3029.78 4545.58 4132.94
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is_linear=0
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Tree=49
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internal_weight=0 32279.2 30130.4 4056.65 2148.78 600.068
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Tree=50
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Tree=51
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Tree=52
num_leaves=7
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Tree=53
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decision_type=2 2 2 2 2 2
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Tree=54
num_leaves=7
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decision_type=2 10 2 10 10 2
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Tree=56
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is_linear=0
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Tree=57
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decision_type=2 2 2 2 2 10
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is_linear=0
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Tree=58
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decision_type=2 2 8 2 2 2
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internal_weight=0 28819.8 25952.7 2867.06 2750.6 2649.33
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Tree=59
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decision_type=10 8 2 2 2 2
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is_linear=0
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Tree=60
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decision_type=8 2 2 2 2 2
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Tree=61
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decision_type=2 2 2 8 2 2
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Tree=62
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decision_type=10 8 2 2 10 2
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Tree=63
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is_linear=0
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Tree=64
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internal_weight=0 26927 23819.6 2780.04 3107.36 2332.24
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is_linear=0
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Tree=65
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internal_weight=0 17393.7 10278.4 7115.23 12059.7 10073.8
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Tree=66
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Tree=67
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decision_type=10 2 2 2 2 2
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Tree=68
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decision_type=8 2 2 10 2 2
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Tree=69
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Tree=70
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Tree=71
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decision_type=2 2 2 2 2 2
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Tree=72
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Tree=73
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decision_type=2 2 2 2 2 2
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internal_weight=0 25008.2 22712.4 2295.86 2061.6 1451.7
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Tree=75
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decision_type=10 2 2 2 10 10
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internal_weight=0 24524.3 16810.5 7713.73 2366.01 678.251
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is_linear=0
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Tree=76
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decision_type=10 2 2 10 2 10
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internal_weight=0 26267.4 24718.9 1548.44 262.672 101.68
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Tree=77
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split_gain=498.087 649.298 1175.32 591.675 1194.07 448.706
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decision_type=2 2 2 2 2 2
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internal_weight=0 24033.5 21346.5 2389.97 714.663 2687
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is_linear=0
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Tree=78
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threshold=0.047311697726539516 0.0013352268013724939 0.015874833003906956 0.0056472899992462489 359.65624726074492 0.0043057727688313643
decision_type=2 2 2 2 10 2
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internal_weight=0 25234.8 23526.8 1708.03 964.441 924.483
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is_linear=0
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Tree=79
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decision_type=8 10 2 2 2 2
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internal_weight=0 22913.3 22513.2 400.167 3207.53 907.598
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is_linear=0
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Tree=80
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decision_type=8 10 10 10 2 2
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internal_weight=0 24638.1 10174.8 14463.3 1368.53 1281.53
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is_linear=0
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Tree=81
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decision_type=8 2 2 2 2 10
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internal_weight=0 24884.6 11407.7 13476.9 996.619 920.13
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is_linear=0
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Tree=82
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decision_type=2 2 2 2 2 10
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internal_weight=0 3529.4 22294.5 14110.4 8184.02 2004.83
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is_linear=0
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Tree=83
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internal_weight=0 23425.1 18272.1 5152.99 2255.31 1137.14
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is_linear=0
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Tree=84
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decision_type=10 2 2 2 2 2
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internal_weight=0 23135.1 14003.3 9131.82 2390.45 1441.62
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is_linear=0
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Tree=85
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is_linear=0
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Tree=86
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decision_type=2 2 8 2 2 2
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internal_weight=0 23404.7 1906.03 21530 1743.77 1874.72
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is_linear=0
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Tree=87
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decision_type=2 2 10 2 10 2
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internal_weight=0 22842.9 21267 2286.43 1575.9 2193.17
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is_linear=0
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Tree=88
num_leaves=7
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decision_type=2 2 2 10 2 2
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internal_weight=0 16064.2 8974.99 931.44 8043.55 15049.7
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is_linear=0
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Tree=89
num_leaves=7
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decision_type=2 2 2 10 10 10
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Tree=90
num_leaves=7
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decision_type=2 2 10 2 8 2
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is_linear=0
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Tree=91
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Tree=92
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internal_weight=0 1158.81 23298.2 1794.98 21503.2 181.106
internal_count=986228 96572 889656 78824 810832 12898
is_linear=0
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Tree=93
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split_gain=351.244 625.041 1110.05 596.782 274.881 246.431
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decision_type=2 2 2 2 2 2
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internal_weight=0 22439.4 272.768 22166.7 1838.39 1279.67
internal_count=986228 794352 7435 786917 191876 136244
is_linear=0
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Tree=94
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split_gain=339.696 419.081 756.721 571.451 225.581 75.5465
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decision_type=8 2 2 2 2 2
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internal_weight=0 22926.4 20100.9 2825.51 1283.64 1208.95
internal_count=986228 897519 808199 89320 88709 87214
is_linear=0
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Tree=95
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split_gain=324.077 580.65 394.501 363.715 367.936 222.623
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decision_type=2 2 2 2 2 2
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internal_weight=0 22354.3 21374.3 1723.05 1624.61 98.4412
internal_count=986228 859314 823208 126914 120579 6335
is_linear=0
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Tree=96
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split_gain=289.866 290.688 468.863 375.624 91.9253 46.8008
threshold=2.9625983844613306 0.01075535336370622 0.015874833003906956 249.75351892471221 2.2096444918556029 5.8809838986298208
decision_type=10 2 2 8 2 10
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internal_weight=0 23331.9 21962.6 1369.29 552.324 506
internal_count=986228 970927 859902 111025 15301 9439
is_linear=0
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Tree=97
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split_feature=53 39 52 29 29 39
split_gain=308.757 433.419 970.251 770.165 245.434 621.689
threshold=-0.55380586719098501 0.0052620695530187058 1.0831076623708575 0.018633437988363259 0.02625990498212567 0.075083427949971332
decision_type=10 2 2 2 2 2
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right_child=1 3 -4 -5 5 -7
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internal_weight=0 21357.8 6192.96 15164.9 2500.18 1321.26
internal_count=986228 907619 408153 499466 78609 33451
is_linear=0
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Tree=98
num_leaves=7
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split_feature=39 37 27 28 32 37
split_gain=289.267 547.253 844.211 456.231 311.157 283.508
threshold=5.0249726546047668 790.82702279771297 0.38291718844483108 1.4285883025512554 29.451147734355757 576.06528469221269
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
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leaf_count=728679 141856 1174 6261 58238 15559 34461
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internal_weight=0 22001.8 260.834 21741 1751.83 933.218
internal_count=986228 794352 7435 786917 191876 50020
is_linear=0
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Tree=99
num_leaves=7
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split_feature=39 29 43 32 37 29
split_gain=295.89 810.83 1116.87 1033.37 613.558 1134.51
threshold=0.12412419804190557 0.024034236245058117 75.500000000000014 12.06591020447577 1.2263448383939153 0.090452870338175187
decision_type=2 2 2 2 2 2
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leaf_value=0.01767801050852141 -0.062219044387464062 0.093258567339944351 -0.057881943021481613 0.0072368005450074643 0.10059684627551875 -0.015968641414222436
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internal_weight=0 14505.2 8225.42 6279.76 9181.18 7128.28
internal_count=986228 631332 450686 180646 354896 319476
is_linear=0
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Tree=100
num_leaves=7
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split_feature=53 31 35 9 0 31
split_gain=271.875 378.738 506.247 497.176 211.225 347.625
threshold=-0.55380586719098501 0.25057853250965295 7.6412144851006252 2.0150995584124201 4.6901327786428366 0.14098679361302988
decision_type=10 10 2 2 10 10
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internal_weight=0 20921.1 5445.67 15475.4 2462.49 1981.86
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is_linear=0
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Tree=101
num_leaves=7
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split_feature=54 32 27 9 9 44
split_gain=271.177 1304.27 538.162 487.153 420.089 150.838
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decision_type=2 2 2 2 2 2
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leaf_value=-0.0060595971356088661 -0.06716537405596941 0.1849392543193451 -0.040810872930772665 0.046487404976661928 0.11064470177347947 0.0022474938833572369
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internal_value=0 0.00343949 0.140706 -0.00105452 -0.0339885 0.0254332
internal_weight=0 21143.1 670.267 20472.9 2130.89 763.469
internal_count=986228 824532 17370 807162 161696 14851
is_linear=0
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Tree=102
num_leaves=7
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split_feature=0 9 0 23 7 31
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threshold=6.0720046319641812 0.4534528584765824 0.65298194648161267 0.016922716798665801 1.9503269092268047 0.29270487821616192
decision_type=10 2 8 10 2 10
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right_child=1 -3 3 -5 -6 -7
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leaf_count=80314 145648 20210 13283 641873 40347 44553
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internal_weight=0 3066.69 20152.6 16324.3 3828.28 2270.9
internal_count=986228 210411 775817 655156 120661 190201
is_linear=0
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Tree=103
num_leaves=7
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split_feature=39 38 38 37 29 29
split_gain=254.411 751.313 1014.2 491.797 902.035 651.618
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decision_type=2 2 2 2 2 2
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internal_weight=0 14125.4 1740.17 9006.2 6998.87 2007.34
internal_count=986228 631332 38123 354896 319476 35420
is_linear=0
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Tree=104
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split_feature=29 45 14 7 45 44
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decision_type=2 2 8 2 2 2
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internal_weight=0 21246 1754.97 297.663 19577.8 1668.23
internal_count=986228 843429 142799 25883 766188 77241
is_linear=0
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Tree=105
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decision_type=8 10 2 10 2 2
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internal_weight=0 21852.4 9273.49 12578.9 1034.93 223.119
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is_linear=0
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Tree=106
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decision_type=10 2 2 2 2 10
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internal_weight=0 20305.4 15508.7 4796.62 2376.43 1122.61
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is_linear=0
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Tree=107
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decision_type=2 10 2 2 10 2
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internal_weight=0 1812.52 20773 7614.04 13158.9 1751.58
internal_count=986228 69544 916684 331688 584996 67522
is_linear=0
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Tree=108
num_leaves=7
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decision_type=8 10 10 2 8 2
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internal_weight=0 22231.5 1461.15 20770.3 363.325 66.7766
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is_linear=0
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Tree=109
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=110
num_leaves=7
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decision_type=2 2 2 2 8 10
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is_linear=0
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Tree=111
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 18973.3 5716.05 13257.3 3345.63 1993.08
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is_linear=0
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Tree=112
num_leaves=7
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split_feature=39 53 53 25 0 26
split_gain=216.788 385.136 409.409 379.846 443.17 314.035
threshold=0.094156560955862986 -0.02121372476523305 0.3573020937329861 1.7207200852132571 5.4038817299680639 6.4811585344152816
decision_type=2 10 10 2 10 2
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right_child=1 2 -4 -5 -6 -7
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leaf_weight=9895.1333902584738 3005.7437148038007 3955.8523863154114 1747.3894286248251 750.06073900754564 2156.0428786135453 779.9879313428537
leaf_count=398666 89087 143629 84622 11631 209305 49288
internal_value=0 -0.0114425 0.00497135 0.00850269 0.00420524 -0.0361702
internal_weight=0 9488.97 5703.24 12801.2 12051.2 3785.73
internal_count=986228 366626 228251 619602 607971 138375
is_linear=0
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Tree=113
num_leaves=7
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split_feature=29 54 43 43 37 8
split_gain=194.857 515.614 503.988 494.589 322.582 186.617
threshold=0.0036028952736830017 1.9320539057327346 13.500000000000002 64.500000000000014 0.087724661536236717 0.17617944807335992
decision_type=2 2 2 2 2 2
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leaf_count=18211 1284 348003 73758 37866 506512 594
internal_value=0 -0.00186297 0.0468562 -0.0687554 0.00175446 -0.0959194
internal_weight=0 21308.3 853.846 1093.2 20215.1 191.722
internal_count=986228 893665 92563 39150 854515 18805
is_linear=0
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Tree=114
num_leaves=7
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split_feature=20 28 25 37 53 25
split_gain=194.709 291.783 543.983 337.067 27.1329 64.6506
threshold=9.789609069985536 1.2426927796146774 0.46302377375927756 64.386187205841949 1.6003329694281911 94.87318116460969
decision_type=8 2 2 2 10 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
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leaf_weight=13079.37031285846 278.90505645010853 3071.8064270988107 5061.2608477897011 491.26510882901493 2.165670090122148 0.18553672987036396
leaf_count=661100 72825 69861 140699 41444 289 10
internal_value=0 0.00108522 -0.00405343 0.0272476 -0.0826558 0.255627
internal_weight=0 21703.7 18140.6 3563.07 281.256 2.35121
internal_count=986228 913104 801799 111305 73124 299
is_linear=0
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Tree=115
num_leaves=7
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split_feature=53 33 39 31 23 0
split_gain=197.424 332.05 739.13 385.421 132.099 259.041
threshold=-0.55380586719098501 0.064967462537010481 1.2898984739172532 0.16957130221952793 0.055504228344326334 3.6007723411855745
decision_type=10 10 2 10 10 10
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right_child=1 2 -4 -5 -6 -7
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leaf_weight=358.6862538086134 2057.7771936395438 5201.6262347708689 1321.7047980920179 10995.925396106264 1855.7240981973591 109.91294974414632
leaf_count=14217 170766 136235 155162 445456 57605 6787
internal_value=0 0.00327428 0.0216973 -0.00593225 -0.0275515 -0.0749929
internal_weight=0 19577 6523.33 13053.7 2324.32 468.599
internal_count=986228 907619 291397 616222 78609 21004
is_linear=0
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Tree=116
num_leaves=7
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split_feature=38 54 1 23 32 34
split_gain=202.528 731.057 932.798 579.871 673.316 143.091
threshold=1.3114594839641061 5.3018127743651062 100.87745967679602 1.1384561037558127 12.699609977721869 0.63457069723307857
decision_type=2 2 2 10 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.0021384953986345857 -0.098450978355820173 0.1082779819093137 0.0064944601252296388 0.10854095106919925 -0.04925650439645779 0.032150684277374407
leaf_weight=7906.1581232949975 567.87501160608372 1023.4784737642622 7487.0144377693068 428.8113634136098 3761.9403994028689 572.69485545507632
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internal_value=0 0.0114047 0.018735 -0.00816416 -0.0144319 0.0648584
internal_weight=0 9078.37 8510.49 12669.6 11668.1 1001.51
internal_count=986228 400754 377876 585474 567071 18403
is_linear=0
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Tree=117
num_leaves=7
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split_feature=28 1 39 37 34 54
split_gain=185.837 680.064 583.262 566.1 551.187 488.728
threshold=0.025036798133993138 84.186900014846671 0.0075462808768136571 11.008930248958633 0.52367519627376924 14.116522672863066
decision_type=2 2 2 2 2 2
left_child=2 3 -1 -2 -4 -3
right_child=1 5 4 -5 -6 -7
leaf_value=0.004553778669807826 0.037700189737793023 -0.039732963646957498 -0.10098188086830834 0.26694269333121218 0.011319409367850105 0.0069083649710315921
leaf_weight=4891.3811323006521 3356.0341895054735 3056.2063406589441 1219.2285561500175 111.29385806433856 681.25176657387055 8480.721520925581
leaf_count=344405 122348 94528 47271 1093 21919 354664
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internal_weight=0 15004.3 6791.86 3467.33 1900.48 11536.9
internal_count=986228 572633 413595 123441 69190 449192
is_linear=0
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Tree=118
num_leaves=7
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split_feature=21 39 45 32 35 44
split_gain=216.718 636.219 754.565 601.457 234.207 451.784
threshold=0.029270649034098133 0.39815711444690532 1.7751668747431719 77.364388583263036 0.48819981006061802 1.0244085176312743
decision_type=10 2 2 2 2 2
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leaf_value=0.032740846290847316 0.011845279841226609 -0.044496102052178015 0.096770776800909217 0.06729113184018172 -0.0011972957002018051 -0.058424243307784111
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leaf_count=72413 168019 239253 13163 48620 353788 90972
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internal_weight=0 11458.7 7959.01 3499.68 10238.5 2844.3
internal_count=986228 469055 181182 287873 517173 163385
is_linear=0
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Tree=119
num_leaves=7
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split_feature=32 32 54 39 7 28
split_gain=192.493 502.07 508.471 355.207 111.86 122.63
threshold=136.9622954930214 85.912981936023826 69.549546034649111 0.49290681067277553 0.43688539373056595 5.5038095644102807
decision_type=2 2 2 2 2 2
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right_child=4 2 -4 -5 5 -7
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internal_weight=0 20644.5 1052.24 19592.2 970.782 918.51
internal_count=986228 941719 27311 914408 44509 39518
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=7
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split_feature=38 52 44 28 1 1
split_gain=195.564 660.476 689.416 662.569 533.155 663.747
threshold=0.92742146292115468 0.60067943226080212 1.0246414038033105 1.1663768538035517 28.91869014220358 100.87745967679602
decision_type=2 2 2 2 2 2
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internal_weight=0 11950.3 8381.07 3569.26 9573.75 8857.09
internal_count=986228 569957 490468 79489 416271 386714
is_linear=0
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Tree=121
num_leaves=7
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split_feature=43 38 21 23 1 37
split_gain=200.632 350.195 665.748 480.862 291.252 1435.06
threshold=257.50000000000006 1.3114594839641061 0.33010105227411107 1.5053758157810515 2198.721368151399 75.881597577924722
decision_type=2 2 10 10 2 2
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leaf_count=576111 34978 154448 178573 8960 2508 30650
internal_value=0 0.00284127 0.0204586 -0.00720274 -0.0329648 0.0250216
internal_weight=0 19790.7 7186.14 12604.6 1699.27 573.737
internal_count=986228 918092 333021 585071 68136 33158
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=7
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split_feature=21 33 39 7 33 35
split_gain=208.403 640.923 804.143 411.054 347.937 552.963
threshold=0.029270649034098133 0.018524204242287293 0.39815711444690532 1.8312182476755454 0.92065685244577733 1.2970935906702825
decision_type=10 10 2 2 8 2
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leaf_weight=8340.3009222162655 5372.3182471126056 3539.1389445625246 1662.2685112682811 663.95294049941003 771.74734330968931 1064.8355831859517
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internal_weight=0 11237.7 5201.41 6036.27 10176.9 1836.58
internal_count=986228 469055 235812 233243 517173 41950
is_linear=0
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Tree=123
num_leaves=7
num_cat=0
split_feature=34 48 41 33 31 48
split_gain=176.414 199.486 254.2 205.802 93.3639 62.7255
threshold=0.047311697726539516 1.1844698385679955 0.28997766334822533 -0.15248806485334729 0.19781956798116984 0.1945091875402466
decision_type=2 10 2 10 8 8
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internal_weight=0 20709.1 17922 2787.1 609.874 544.793
internal_count=986228 947713 846957 100756 38515 36415
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=7
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split_feature=27 45 37 52 14 25
split_gain=203.415 376.467 235.462 207.058 170.418 212.503
threshold=0.0013352268013724939 0.052823585312349923 0.055992905443948679 0.42468110148881993 857.64560228840014 0.015099421255706839
decision_type=2 2 2 2 8 2
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internal_value=0 -0.00251223 -0.0469657 0.00173274 0.0381152 0.0449111
internal_weight=0 19950.2 1739.03 18211.2 1313.52 1268.37
internal_count=986228 866632 89235 777397 119596 115491
is_linear=0
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Tree=125
num_leaves=7
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split_feature=21 33 33 7 33 55
split_gain=172.288 507.492 645.901 406.453 277.315 483.284
threshold=0.029270649034098133 0.084105915366983877 5.5510275275125576 1.8312182476755454 0.92065685244577733 1.1476219580693729
decision_type=10 10 10 2 8 2
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leaf_count=475223 216924 133665 89262 29204 20237 21713
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internal_weight=0 11061.7 4685.47 6376.23 10118.8 1830.88
internal_count=986228 469055 222927 246128 517173 41950
is_linear=0
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Tree=126
num_leaves=7
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split_feature=29 54 21 37 12 45
split_gain=176.619 429.855 356.581 280.292 151.258 97.4048
threshold=0.0034636330428729008 1.9814726508808456 0.00064112166288493903 0.078408705957535255 0.3468128307516512 0.019642058236207953
decision_type=2 2 10 2 2 2
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leaf_value=-0.20123756587130259 -0.046340405665081602 0.022194494804121126 0.086688378881128042 -0.0053781647849734868 -0.14733252704743025 -0.031999237102944854
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internal_weight=0 20385.3 738.553 19286.5 1098.8 174.545
internal_count=986228 897640 88588 855845 41795 20477
is_linear=0
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Tree=127
num_leaves=7
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split_feature=44 27 37 39 37 29
split_gain=194.651 459.023 689.234 403.57 655.428 339.831
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decision_type=2 2 2 2 2 2
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internal_weight=0 4218.82 3281.99 16771.3 13512.7 3258.6
internal_count=986228 161268 105777 824960 595882 229078
is_linear=0
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Tree=128
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 19030.6 4378.28 14652.3 1872.86 908.503
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is_linear=0
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Tree=129
num_leaves=7
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split_feature=29 36 54 38 46 44
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decision_type=2 2 2 2 2 2
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internal_weight=0 18589 18123.7 2252.84 1972.62 465.268
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is_linear=0
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Tree=130
num_leaves=7
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split_feature=37 37 27 29 17 1
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threshold=1342.0770088929464 883.17054300920006 0.77453968482924751 1.308025792873369 13.395477786268701 11672.832747796192
decision_type=2 2 2 2 10 2
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internal_weight=0 20594.4 163.524 20430.9 205.302 22.4324
internal_count=986228 959274 11538 947736 26954 1553
is_linear=0
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Tree=131
num_leaves=7
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split_feature=39 1 25 0 28 12
split_gain=189.934 337.145 307.097 296.288 401.302 160.975
threshold=0.086389540892612651 39.314272607927585 0.19916681865592795 8.4210522824143084 0.036370172055653037 5.1142401303785201
decision_type=2 2 2 10 2 2
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internal_weight=0 1641.4 19003.4 7988.03 11015.4 1590.4
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Tree=136
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decision_type=2 2 2 2 2 10
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Tree=137
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Tree=138
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decision_type=2 2 2 2 2 2
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Tree=139
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Tree=140
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decision_type=8 2 10 2 8 8
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Tree=141
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Tree=142
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Tree=143
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Tree=144
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internal_weight=0 19851.7 226.539 19625.1 183.721 22.0748
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Tree=145
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Tree=146
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Tree=147
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Tree=148
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Tree=149
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Tree=150
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Tree=151
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internal_weight=0 19592.9 153.895 19439 172.553 23.0647
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Tree=152
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decision_type=2 2 2 2 2 2
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internal_weight=0 3922.38 1412.57 2509.82 15790.7 14912.7
internal_count=986228 161268 69769 91499 824960 791533
is_linear=0
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Tree=153
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decision_type=10 2 2 2 2 2
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internal_weight=0 10286.2 9075.84 9392.51 52.8718 9339.64
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is_linear=0
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Tree=154
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decision_type=2 10 2 2 2 10
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internal_weight=0 19381 469.779 18911.2 320.194 155.849
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is_linear=0
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Tree=155
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decision_type=2 2 2 2 10 2
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internal_weight=0 17722.1 1969.54 17222.4 877.946 499.759
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is_linear=0
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Tree=156
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decision_type=8 10 2 10 2 10
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internal_weight=0 19446.3 18468.2 978.106 208.55 79.5162
internal_count=986228 917153 860357 56796 69075 7398
is_linear=0
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Tree=157
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decision_type=2 2 2 2 10 2
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internal_weight=0 4085.85 1730.3 2355.55 15551.2 1937.49
internal_count=986228 167921 81422 86499 818307 183235
is_linear=0
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Tree=158
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decision_type=10 2 10 2 8 2
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internal_weight=0 9047.02 6413.01 2634.01 10532.2 2171.5
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is_linear=0
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Tree=159
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split_gain=117.45 147.088 179.349 109.34 21.9315 39.4632
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decision_type=2 2 2 2 2 10
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internal_weight=0 19341.5 215.505 19126 163.254 18.9033
internal_count=986228 959274 15387 943887 26954 5320
is_linear=0
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Tree=160
num_leaves=7
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split_feature=0 30 21 33 7 54
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decision_type=8 8 10 10 2 2
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leaf_count=70448 460527 84360 124482 87267 13400 145744
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internal_weight=0 15067.9 11197.7 4401.26 2216.78 3870.14
internal_count=986228 815113 585009 171115 83848 230104
is_linear=0
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Tree=161
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split_feature=33 54 42 54 38 54
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decision_type=8 2 2 2 2 2
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internal_weight=0 2701.6 1994.54 16771.1 9625.03 7146.02
internal_count=986228 142896 127628 843332 391023 452309
is_linear=0
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Tree=162
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decision_type=8 10 10 10 10 2
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internal_weight=0 19271 2174.89 17096.1 185.492 182.183
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is_linear=0
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Tree=163
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decision_type=2 2 2 2 2 2
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internal_weight=0 12801.3 12312 6631.88 1094.5 5537.39
internal_count=986228 490638 457498 495590 29843 465747
is_linear=0
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Tree=164
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decision_type=2 2 2 2 2 2
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internal_weight=0 12039.8 11877.4 7340.01 3535.27 3804.74
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is_linear=0
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Tree=165
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decision_type=10 2 10 2 2 2
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internal_weight=0 8849.45 6328.19 2521.26 10444.6 7346.49
internal_count=986228 449490 171150 278340 536738 356661
is_linear=0
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Tree=166
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_value=0 0.000662048 0.0865034 -1.94501e-05 -0.0822923 -0.0841508
internal_weight=0 19064.7 150.163 18914.5 155.051 154.653
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is_linear=0
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Tree=167
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decision_type=2 2 2 2 8 2
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is_linear=0
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Tree=168
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decision_type=8 2 2 2 2 2
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is_linear=0
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Tree=169
num_leaves=7
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decision_type=2 2 2 2 10 2
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internal_weight=0 18977.8 551.129 18426.7 71.0453 41.9198
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is_linear=0
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Tree=170
num_leaves=7
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split_gain=107.948 488.688 404.833 581.623 437.038 226.242
threshold=0.015874833003906956 1.0244085176312743 1.0231237776473898 0.16479003016516949 30.041931547703957 0.006222280483268958
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -3
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internal_weight=0 18808.6 8164.3 10644.3 142.422 27.3562
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decision_type=8 10 2 2 2 2
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internal_weight=0 14682.6 640.225 4290.28 3598.57 14042.4
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is_linear=0
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decision_type=2 2 2 10 2 2
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Tree=177
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decision_type=10 2 2 2 8 2
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Tree=178
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decision_type=2 2 2 2 10 2
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Tree=179
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decision_type=2 2 2 2 10 2
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Tree=180
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is_linear=0
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Tree=181
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internal_weight=0 12373.6 6259.54 3186.21 3073.33 11944.6
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Tree=182
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Tree=183
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decision_type=2 2 2 2 2 2
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Tree=184
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decision_type=10 2 8 2 2 10
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is_linear=0
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Tree=185
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is_linear=0
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Tree=186
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decision_type=2 2 2 2 2 2
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Tree=187
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decision_type=2 2 2 2 10 10
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Tree=188
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Tree=189
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leaf_count=505826 237779 97092 27216 110939 4926 2450
internal_value=0 0.00664602 0.0133226 -0.0271996 -0.00696426 0.0428601
internal_weight=0 9377.93 7832.8 1545.14 8907.29 559.786
internal_count=986228 473026 264995 208031 513202 7376
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=7
num_cat=0
split_feature=39 30 43 44 39 33
split_gain=87.3542 270.443 246.732 354.515 209.558 200.416
threshold=0.070263234259954496 0.013266681425478157 171.50000000000003 1.033111291440773 0.20248992099905322 0.24137928474395667
decision_type=2 10 2 2 2 10
left_child=2 4 3 -1 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=0.006233824035758377 -0.19672309985774894 -0.0039614369843405262 -0.058443221167265968 0.088506980731214713 -0.028614048942956601 0.12912763559167481
leaf_weight=8325.1896206140445 129.01027288869955 8236.3297650500535 790.54354973121372 558.90364060888533 174.38198667031247 61.387477861790103
leaf_count=529521 1512 378549 29319 44031 2366 930
internal_value=0 -0.00737691 0.00648001 0.0114097 -0.100098 -0.0449275
internal_weight=0 8539.72 9736.02 8884.09 303.392 851.931
internal_count=986228 382427 603801 573552 3878 30249
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=7
num_cat=0
split_feature=21 39 7 1 39 1
split_gain=71.3213 217.813 261.071 255.442 138.957 385.824
threshold=0.037127741364915638 0.55127465419987753 1.6480399454853785 1712.8193311634498 14.869024516169322 2405.5733128986826
decision_type=10 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0075007030666326153 0.0072982206399141358 -0.04624280892647363 0.062570865744123003 0.023818378886529972 0.28307597064103018 -0.0076798890811980332
leaf_weight=9731.2807164443075 4986.5782600042767 1383.6041067569604 1031.2826344299247 834.13529677858605 62.543549231253564 168.85050894378219
leaf_count=534161 159655 111602 14661 163572 643 1934
internal_value=0 0.00689779 0.0167703 -0.0198914 -0.00567956 0.0709086
internal_weight=0 8235.6 6017.86 2217.74 9962.67 231.394
internal_count=986228 449490 174316 275174 536738 2577
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=7
num_cat=0
split_feature=32 54 20 38 33 45
split_gain=78.8262 257.233 371.902 334.639 255.498 303.023
threshold=12.699609977721869 14.116522672863066 0.059677494485495107 1.4221347666809119 1.5846163732695808 0.19530046125212455
decision_type=2 2 10 2 8 2
left_child=4 3 -3 -2 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0041992521736176269 -0.055616386790759746 -0.095895606322194543 0.0094524500771488492 0.013684523581801292 -0.027492600582868183 0.055436818452059
leaf_weight=4688.8554253129078 1911.9872566669073 352.05324689496774 6959.0455221119337 1096.3146544525516 1646.077692822575 1531.1756774540409
leaf_count=329447 73824 8619 265737 55389 137783 115429
internal_value=0 -0.00574797 0.0043796 -0.0303611 0.00754099 0.0168123
internal_weight=0 10319.4 7311.1 3008.3 7866.11 6220.03
internal_count=986228 403569 274356 129213 582659 444876
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=7
num_cat=0
split_feature=27 47 15 52 29 15
split_gain=72.8516 90.9828 94.3791 84.2075 79.8729 98.1584
threshold=0.0010176179031992582 0.036251987373060249 55.645101830838492 0.35384818374589111 0.0081462029208341311 3275.7934114812979
decision_type=2 2 10 2 2 8
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=0.070265550857547779 -0.020772462118276731 0.0092887898389002951 -0.12251398174104777 -0.0052670647661490775 -0.020012496978285985 -0.12983662026394449
leaf_weight=398.63459199298813 557.41373630571616 6405.6059844685769 109.00576513592387 10471.7572107296 190.20678445704834 26.120890603720909
leaf_count=72148 42765 380457 7689 466388 12667 4114
internal_value=0 -0.00117356 -0.0374143 0.00025744 0.0338432 0.05796
internal_weight=0 17543.8 666.42 16877.4 614.962 424.755
internal_count=986228 897299 50454 846845 88929 76262
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=7
num_cat=0
split_feature=54 39 54 52 20 1
split_gain=73.7644 135.094 368.872 185.173 78.2612 43.0322
threshold=1.8289197570477826 0.009096533703875323 3.1362966244852619 0.55497994252491101 0.14050152339431096 2.5469552480322055
decision_type=2 2 2 2 8 2
left_child=4 3 -3 -2 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.081351311223855652 0.026557630157607589 -0.10204485118223346 -0.0013348186832775359 -0.01468865077795567 -0.04653847168846531 -0.016988741258204581
leaf_weight=82.856548064213712 3778.391857444687 375.39926786832075 11659.382867747881 1528.8789756007318 619.26999667971904 96.114209652449063
leaf_count=2520 399158 27670 457498 59045 37437 2900
internal_value=0 0.00138491 -0.00447625 0.0146757 -0.0297056 0.0285389
internal_weight=0 17342.1 12034.8 5307.27 798.241 178.971
internal_count=986228 943371 485168 458203 42857 5420
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=7
num_cat=0
split_feature=31 25 21 38 34 44
split_gain=84.8024 108.898 80.6362 185.422 139.487 4.65333
threshold=0.027144913460031728 0.070110330535443161 0.027922653611417079 0.020498380536722805 0.49581768012018007 1.0182762758407966
decision_type=8 2 10 2 2 2
left_child=1 -1 4 -4 -2 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.10871257832271596 -0.028249220835628659 0.018909356022596729 0.034609206781543951 -0.0011478208959700925 0.00019185488349692157 -0.11077241415514615
leaf_weight=137.83173161424929 2369.5248642478109 3.0682100006379214 1805.1832437906487 7375.4999133204947 6333.8621222445217 28.183074318629224
leaf_count=14533 165818 34 63129 409409 332748 557
internal_value=0 0.0704988 -0.000654876 0.00588303 -0.00755132 -0.0980404
internal_weight=0 169.083 17884.1 9180.68 8703.39 31.2513
internal_count=986228 15124 971104 472538 498566 591
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=7
num_cat=0
split_feature=31 25 25 39 30 5
split_gain=75.4008 96.9354 70.6123 197.364 183.076 6.02355
threshold=0.027144913460031728 0.070110330535443161 1.3365156556089179 0.2275720885841285 0.31174971036361515 0.60688624219687626
decision_type=8 2 2 2 8 10
left_child=1 -1 4 -4 -2 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.1073574291962117 0.0039802891377407838 0.090369468175742582 0.043903049115264756 -0.0051688917342871885 -0.020335611515633664 -0.10596256378110043
leaf_weight=126.21090971803642 9745.6318443061937 1.656670997734184 1256.8802155987942 2355.7718198013245 4538.2438518014969 27.54358130460605
leaf_count=14533 580156 48 20096 168417 202435 543
internal_value=0 0.0693696 -0.000586336 0.0119038 -0.00374531 -0.0948237
internal_weight=0 155.411 17896.5 3612.65 14283.9 29.2003
internal_count=986228 15124 971104 188513 782591 591
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=7
num_cat=0
split_feature=44 35 44 49 29 38
split_gain=70.3952 133.422 157.071 104.159 73.6733 31.1397
threshold=1.0118661362056605 74.431622418403208 1.0188725063444377 4.1201594198819933 7.9430779627174362 0.0012277878240384993
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -3 -5
right_child=1 4 -4 5 -6 -7
leaf_value=-0.064433603283151716 -0.0609117422898948 -0.071682440796121946 0.0026394018071733329 -0.15312647864027462 -0.013329538358047514 0.076414792690018482
leaf_weight=70.480861557007302 398.38277222909528 384.33695605490357 16353.940093155328 6.0395785176951895 495.06090040685376 275.64018382338691
leaf_count=6965 67639 4666 857559 431 31236 17732
internal_value=0 -0.000864959 0.00112811 0.044289 -0.0388324 0.0714931
internal_weight=0 17631.7 16752.3 352.161 879.398 281.68
internal_count=986228 961100 925198 25128 35902 18163
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=7
num_cat=0
split_feature=23 16 38 38 39 54
split_gain=72.8337 223.702 117.405 110.646 379.772 227.977
threshold=0.91640115772850239 3.4989078964351532 2.4590976205127113 1.7484874298607376 0.070263234259954496 5.2385164393841945
decision_type=10 10 2 2 2 2
left_child=3 2 -2 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.00096777889790646866 0.011177471648846225 0.034455600283446706 -0.065277642310839476 -0.081412552004907324 -0.04777800512786512 0.013361969189623244
leaf_weight=7839.4472564296921 385.10074020277898 1850.0940102749155 419.79965819445351 266.78593213684508 2007.5520018739116 5218.2637692235585
leaf_count=533107 11624 97876 94980 14386 35635 198620
internal_value=0 0.0153096 -0.0286981 -0.00263001 -0.00897024 0.00875226
internal_weight=0 2654.99 804.9 15332 9847 5485.05
internal_count=986228 204480 106604 781748 568742 213006
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=7
num_cat=0
split_feature=54 29 39 54 54 11
split_gain=71.5774 273.064 114.786 385.396 233.379 76.6183
threshold=1.9814726508808456 0.0053453054087993883 0.0067511631524946238 3.1362966244852619 3.8388649157205745 49.694613569924691
decision_type=2 2 2 2 2 8
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=0.056002380263318323 0.053218057960590363 -0.063433167947705496 -0.1018498326018797 -0.00028218131783649801 0.0017404256791334798 -0.13773175993598577
leaf_weight=340.33188630564837 1188.2778642686753 668.96181261805032 385.64789832619135 11949.496949654989 3402.3379165413353 21.716186853460385
leaf_count=12106 94931 38115 22617 475390 339047 4022
internal_value=0 -0.025573 0.00156621 -0.00345761 0.0150654 0.0443819
internal_weight=0 1031.01 16925.8 12335.1 4590.62 362.048
internal_count=986228 54243 931985 498007 433978 16128
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
eeg_noise4=107
eeg_gama4=77
eeg_kurt=75
eeg_std=73
eeg_noise2=70
eeg_nzc=67
eeg_petrosian=52
eeg_noise3=51
eeg_iqr=49
eeg_g3d=47
eeg_rem_wave=35
eeg_gama2=34
eeg_beta=31
eeg_abspow=30
eeg_skew=30
eeg_gama=28
eeg_gama3=27
eeg_ab=22
eeg_delta=21
eeg_gn=20
eeg_g3b=18
eeg_gr=17
eeg_sdelta=15
eeg_gama0=14
eeg_rn=14
eeg_dn=13
eeg_db=12
eeg_noise7=12
eeg_g3r=11
eeg_n_wave=11
eeg_sigma3=11
eeg_beta3=10
eeg_da=10
eeg_dr=10
eeg_noise1=9
eeg_n_wave2=8
eeg_dt=7
eeg_fdelta=7
eeg_g3n=7
eeg_rem_wave3=7
eeg_beta2=4
eeg_rem_wave2=4
eeg_ds=3
eeg_g3t=3
eeg_theta=3
eeg_alpha2=2
eeg_g3a=2
eeg_noise6=2
eeg_sigma2=2
eeg_theta2=2
eeg_alpha=1
eeg_ar=1
eeg_as=1
eeg_sigma=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 200]
[learning_rate: 0.1]
[num_leaves: 7]
[num_threads: 4]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 3]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 0.5]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[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: 4]
[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: -1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[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: ]
[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:[]
