tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=15
objective=binary sigmoid:1
feature_names=num_seqs sum_len min_len sum_completeness gc_var cpg_var cpg_max_min skew_var skew_max_min tetra_pca overlap_singl_like_gene codon_pca redundunt_protein min_contig_rate overlap_sp_one_or_no redundunt_cat
feature_infos=[2:35] [4208:568414] [2000:36684] [0:302] [0:793.5] [0:0.01247406005859375] [1.0728836059570312e-06:0.1669921875] [0:0.1522216796875] [5.9604644775390625e-06:0.693359375] [8.5234642028808594e-06:0.005657196044921875] [0:10] [7.4565410614013672e-05:0.034942626953125] [0:115] [0.38532765609962377:49.968640069809936] -1:0:1 -1:0:3:1:2
tree_sizes=966 987 980 995 1004 988 995 976 989 972 988 995 992 991 997 997 977 992 985 1005 998 984 991 1000 993 984 986 998 1006 1003 997 993 1006 999 990 1011 989 1005 1000 989 1004 999 996 990 1001 984 983 996 1008 1006 1000 983 984 996 993 1005 1006 983 980 991 989 975 995 1000 994 988 983 989 981 981 983 992 979 977 992 986 979 980 1003 979 981 997 976 983 1001 977 994 991 993 967 991 991 985 972 982 982 987 994 987 992 995 991 991 981 984 972 1001 989 985 965 984 999 990 972 996 982 991 986 992 985 992 999 994 986 981 995 986 995 996 988 991 994 994 981 990 987 989 977 987 984 995 979 965 981 980 978 972 982 975 985 994 993 979 984 970 972 994 991 985 986 980 977 980 969 977 973 969 981 990 969 984 984 973 979 967 983

Tree=0
num_leaves=8
num_cat=0
split_feature=3 6 12 5 3 9 12
split_gain=5387.95 3866.49 4293.38 299.139 135.922 131.572 79.839
threshold=102.50000000000001 0.024116516113281253 1.5000000000000002 7.7515840530395521e-05 91.500000000000014 0.00029742717742919927 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 -1
right_child=-2 5 -4 -5 -6 -7 -8
leaf_value=0.79885162312931612 1.1538007340795866 1.0247545911222053 1.1361314337095882 0.93158266620358454 0.73995195960572391 1.1484211130270432 0.95672184349215095
leaf_weight=1032.6478233933449 1935.3881616592407 98.791919827461243 477.4294550716877 150.1326025724411 486.37518009543419 666.06756970286369 33.06028813123703
leaf_count=5310 9952 508 2455 772 2501 3425 170
internal_value=1.02345 0.939004 0.871123 0.796795 0.783757 1.13245 0.803749
internal_weight=0 2944.5 2179.65 1702.22 1552.08 764.859 1065.71
internal_count=25093 15141 11208 8753 7981 3933 5480
is_linear=0
shrinkage=1


Tree=1
num_leaves=8
num_cat=0
split_feature=3 11 10 0 8 11 3
split_gain=4450.57 1216.64 895.889 329.423 322.978 131.238 126.754
threshold=102.50000000000001 0.0027894973754882817 1.0000000180025095e-35 2.5000000000000004 0.079132080078125014 0.0017333030700683596 93.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -6 -1
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.14462221659028529 0.12523245991714604 -0.064678651512094759 0.043169047693584706 0.097149568181812751 -0.10651783512884216 -0.016668288267578928 -0.21860149638161627
leaf_weight=805.41583672165871 1806.347664758563 174.82342624664307 349.79541905224323 448.48636449873447 736.3603348582983 208.62194190919399 325.08227175474167
leaf_count=3870 9909 880 1825 2417 3580 1048 1516
internal_value=0 -0.0728516 -0.104878 0.0517606 -0.129829 -0.0866819 -0.165896
internal_weight=0 3048.59 2425.28 623.31 2075.48 944.982 1130.5
internal_count=25045 15136 11839 3297 10014 4628 5386
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=8
num_cat=0
split_feature=4 3 10 3 9 4 8
split_gain=3839.45 2845.58 835.348 126.743 86.7951 110.392 64.5951
threshold=10.699218750000002 103.50000000000001 1.0000000180025095e-35 93.500000000000014 0.00011560320854187013 4.8730468750000009 0.083831787109375014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.087560766163311307 0.11833894264045251 0.11660055478415376 0.029853009788776197 -0.18132868363401791 -0.1792118899283392 -0.056950782730983411 -0.12589069913896911
leaf_weight=414.82650822401047 1762.100641399622 658.9490709900856 328.10169164836407 585.65247629582882 482.0726446211338 134.23706182837486 429.72819617390633
leaf_count=1908 9987 3869 1747 2617 2183 630 2007
internal_value=0 -0.0672563 -0.118276 -0.142024 -0.126267 -0.141617 -0.154082
internal_weight=0 3033.57 2374.62 2046.52 1460.86 1046.04 911.801
internal_count=24948 14961 11092 9345 6728 4820 4190
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=8
num_cat=1
split_feature=3 6 15 6 6 3 7
split_gain=3180.21 2107.57 2535.64 188.254 61.9422 49.997 45.9748
threshold=102.50000000000001 0.026573181152343753 0 0.018806457519531253 0.038955688476562507 91.500000000000014 0.0045604705810546884
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 5 -3 -4 -5
right_child=-2 4 3 6 -6 -7 -8
leaf_value=0.11006684748328666 0.11702095082205333 0.049342030282234869 -0.1444526281288466 -0.082471298880388261 0.1230145099893743 -0.17936146224002611 0.028169150077836432
leaf_weight=470.79923991858959 1560.0888282954693 149.32565204799175 1287.0107076019049 111.08997470140457 484.12122601270676 602.28066666424274 56.738979697227478
leaf_count=2450 9794 802 5630 516 2891 2541 282
internal_value=0 -0.0574623 -0.0983344 -0.145856 0.105647 -0.155581 -0.0450664
internal_weight=0 3161.37 2527.92 2057.12 633.447 1889.29 167.829
internal_count=24906 15112 11419 8969 3693 8171 798
cat_boundaries=0 1
cat_threshold=12
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=8
num_cat=1
split_feature=4 14 0 4 9 11 5
split_gain=2825.04 1395.6 276.333 171.277 80.031 67.3219 51.9865
threshold=12.472656250000002 0 2.5000000000000004 4.8730468750000009 8.3416700363159193e-05 0.00096535682678222667 8.6873769760131849e-05
decision_type=2 1 2 2 2 2 2
left_child=1 2 4 5 -1 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.056583384139398833 0.1136119013833097 0.076101118579118818 -0.05798085882379056 0.017070766891555025 -0.15829585768698115 -0.10110032261322865 -0.065103297540781271
leaf_weight=108.46303999423981 1513.373680755496 663.49327999353409 825.86095359921455 223.50526724755764 608.49491211771965 644.77804261445999 66.390656962990761
leaf_count=486 9767 4104 3793 1163 2585 2909 312
internal_value=0 -0.0527049 -0.0872002 -0.0644904 -0.136314 -0.0768859 -0.149128
internal_weight=0 3140.99 2477.49 1694.14 783.349 1470.64 674.886
internal_count=25119 15352 11248 7865 3383 6702 2897
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=8
num_cat=0
split_feature=3 5 12 5 8 12 7
split_gain=2493.61 1453.45 1841.23 182.849 121.573 104.692 54.619
threshold=103.50000000000001 0.00023728609085083011 2.5000000000000004 5.1587820053100593e-05 0.086761474609375014 1.0000000180025095e-35 0.0029592514038085942
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.13227039310466784 0.11473307943391885 0.10813596461517963 0.11280284299958254 -0.10185722306745817 0.0052478289031632729 0.061611291124050886 -0.10087108756545826
leaf_weight=1722.2611835598946 1362.3267466723919 507.21433654427528 430.56223419308662 239.12699645757675 190.32925756275654 42.667253986001015 40.162268325686455
leaf_count=7106 9672 3412 2392 1040 947 194 188
internal_value=0 -0.0470216 -0.0765507 -0.113036 -0.0543897 -0.126989 -0.017173
internal_weight=0 3172.32 2665.11 2234.55 429.456 1805.09 82.8295
internal_count=24951 15279 11867 9475 1987 7488 382
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=8
num_cat=0
split_feature=12 9 0 12 7 9 9
split_gain=1236.13 1887.51 312.844 135.228 150.496 85.9117 72.2853
threshold=2.5000000000000004 0.00036346912384033209 2.5000000000000004 1.0000000180025095e-35 0.0019106864929199221 0.00022703409194946292 0.00088667869567871105
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.11053765814652135 0.11245943062570291 -0.051176754360165978 0.088637240540797815 0.02016826955714866 -0.08409274033643005 -0.015319642533827277 0.053175372860546299
leaf_weight=1275.7200119197369 820.56209503114223 237.49827831983566 1136.7502918839455 118.50477589666843 412.03211581707001 324.84919069707394 92.132598355412483
leaf_count=5416 5496 1192 8173 608 1821 1725 593
internal_value=0 -0.0235574 0.0637646 -0.0836423 -0.0897548 -0.0537746 -0.0220101
internal_weight=0 3597.49 1466.38 2131.11 2012.6 736.881 329.631
internal_count=25024 19528 9958 9570 8962 3546 1785
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=8
num_cat=0
split_feature=4 12 4 6 4 6 12
split_gain=1940.94 2263.09 196.029 60.752 50.3603 46.5904 42.4148
threshold=11.261718750000002 1.5000000000000002 4.5097656250000009 0.014934539794921877 19.929687500000004 0.017585754394531253 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -2 -4 -1
right_child=4 -3 5 -5 -6 -7 -8
leaf_value=-0.11489833317676663 0.056017258686050099 0.1038656071463 -0.047539373035770216 -0.061566338285252077 0.11292682294297636 0.034065130536264802 -0.017312286691212639
leaf_weight=1594.0360909253359 180.65160980820656 792.06707961857319 197.66953834891319 277.35452607274055 1116.7113332226872 108.29099032282829 45.81960566341877
leaf_count=6546 1135 5592 884 1248 8802 611 210
internal_value=0 -0.0412772 -0.0929885 -0.104851 0.105002 -0.0186564 -0.112172
internal_weight=0 3015.24 2223.17 1917.21 1297.36 305.961 1639.86
internal_count=25028 15091 9499 8004 9937 1495 6756
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=8
num_cat=0
split_feature=6 12 5 6 9 12 9
split_gain=1572.69 1780.7 114.544 77.2977 60.6529 35.3346 31.0023
threshold=0.022209167480468753 1.5000000000000002 2.6732683181762699e-05 0.034561157226562507 0.00034987926483154302 2.5000000000000004 0.00022703409194946292
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -4 6 -3
right_child=3 5 4 -5 -6 -7 -8
leaf_value=-0.096921333748518967 0.052105755414843295 0.075999180806223213 -0.065713330703478345 0.11111898754433869 -0.00039356397920105221 0.10808987626292965 -0.09768665178553583
leaf_weight=1503.4434896633029 291.3052202090621 30.432748913764954 555.93757279217243 932.36306389421225 190.99247359484434 649.18236763030291 15.516541182994841
leaf_count=6253 1966 187 2402 8063 1002 4981 84
internal_value=0 -0.0378055 -0.0810192 0.0970704 -0.0490109 0.102092 0.0173471
internal_weight=0 2945.51 2250.37 1223.67 746.93 695.132 45.9493
internal_count=24938 14909 9657 10029 3404 5252 271
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=8
num_cat=0
split_feature=4 12 4 12 1 4 1
split_gain=1533.74 1593.83 142.41 81.9939 72.2428 46.4593 38.5912
threshold=11.261718750000002 1.0000000180025095e-35 3.8466796875000004 2.5000000000000004 47761.000000000007 20.789062500000004 39386.000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 -2
right_child=5 3 4 -5 -6 -7 -8
leaf_value=-0.091984567759135882 -0.0027187609660876202 0.010779413494553275 -0.055324025180141567 0.10224067511983058 0.038880838336121694 0.10950472730461339 0.091092934122952496
leaf_weight=1791.0481698960066 71.66998066008091 115.6994116678834 239.18605895340443 641.40591835230589 123.40306929498911 948.86001580953598 112.96926416456699
leaf_count=7434 426 594 1072 5279 672 8720 799
internal_value=0 -0.03654 -0.0804144 0.0882638 -0.0232625 0.100574 0.0546788
internal_weight=0 2910.74 2153.64 757.105 362.589 1133.5 184.639
internal_count=24996 15051 9178 5873 1744 9945 1225
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=8
num_cat=0
split_feature=3 6 12 3 6 7 12
split_gain=1413.6 699.641 759.036 68.0484 59.9647 40.0653 39.2041
threshold=103.50000000000001 0.029136657714843753 2.5000000000000004 95.500000000000014 0.014453887939453127 0.0056018829345703134 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.07485971488497474 0.10554967578026951 0.093320476829272456 0.094666556380786734 -0.10269462532232537 -0.044201530943728938 0.036291463377506487 0.0088560960428569428
leaf_weight=1300.6868342459202 992.34661568701267 383.36180598288774 311.20594158023596 547.0823782607913 236.5771297737956 83.720522664487362 58.452911555767059
leaf_count=5316 9679 3535 2380 2320 1051 435 276
internal_value=0 -0.0325961 -0.0516178 -0.0720643 -0.0620863 -0.023162 -0.0712593
internal_weight=0 2921.09 2537.73 2226.52 1679.44 320.298 1359.14
internal_count=24992 15313 11778 9398 7078 1486 5592
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=8
num_cat=0
split_feature=4 12 4 12 7 5 11
split_gain=1173.15 1103.18 111.972 78.4006 41.0627 37.5078 45.4313
threshold=13.085937500000002 2.5000000000000004 3.6962890625000004 1.0000000180025095e-35 0.0029592514038085942 0.00010454654693603517 0.0007064342498779298
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.054010497875537994 0.099145354607467678 0.096731864709337756 -0.015062290369293008 0.071043847269290736 -0.061966925110325782 -0.0036625499311912823 -0.089911779664923877
leaf_weight=502.8672800809145 937.17378071695566 553.58067791908979 436.23688546568155 56.69973311573267 39.294837191700935 68.456059098243713 1178.654289200902
leaf_count=2091 9611 5285 2187 300 189 327 4969
internal_value=0 -0.0299086 -0.0606269 -0.0713947 0.0165966 -0.0762214 -0.0791753
internal_weight=0 2835.79 2282.21 1845.97 95.9946 1749.98 1681.52
internal_count=24959 15348 10063 7876 489 7387 7060
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=8
num_cat=0
split_feature=4 12 4 12 5 0 9
split_gain=1029.38 933.461 116.318 66.9383 45.5574 40.0968 30.3141
threshold=14.292968750000002 2.5000000000000004 5.5839843750000009 1.0000000180025095e-35 0.00010454654693603517 2.5000000000000004 7.3224306106567396e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 -1
right_child=-2 -3 5 -5 -6 -7 -8
leaf_value=-0.03279381021753492 0.098879640647623113 0.093854490547793823 -0.054476843753218811 0.015803543441332831 0.0015873497376738437 0.026710420248206718 -0.075601179811438615
leaf_weight=184.42492623627186 843.96503962576389 519.5574591383338 85.120109029114246 101.17223255336285 90.348853752017021 213.19195204228163 1606.0668140351772
leaf_count=769 9418 5335 382 521 446 1228 6851
internal_value=0 -0.0271104 -0.0546715 -0.0634336 -0.0676959 0.00354446 -0.0711919
internal_weight=0 2799.88 2280.32 1982.01 1880.84 298.312 1790.49
internal_count=24950 15532 10197 8587 8066 1610 7620
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=8
num_cat=0
split_feature=3 5 12 3 5 8 9
split_gain=1036.51 464.258 438.935 66.671 35.991 43.3118 25.851
threshold=104.50000000000001 0.00027406215667724615 2.5000000000000004 91.500000000000014 1.731514930725098e-05 0.16619873046875003 6.4224004745483412e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.058668805200126642 0.10370786799239717 0.092954220434974547 0.079666833835026513 -0.0011014294700182319 -0.040006118954669156 0.022589049507572435 -0.086636904824873892
leaf_weight=804.69424070417881 777.34961164742708 288.11031764745712 267.50201620906591 37.379798755049706 558.6113862991333 137.81218352168798 645.42715054750443
leaf_count=3401 9349 3389 2542 163 2464 701 2919
internal_value=0 -0.0271258 -0.0412385 -0.0560479 -0.0442639 -0.0276194 -0.0819543
internal_weight=0 2739.54 2451.43 2183.92 1501.12 696.424 682.807
internal_count=24928 15579 12190 9648 6566 3165 3082
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=8
num_cat=2
split_feature=5 15 5 7 15 7 7
split_gain=708.855 641.877 111.71 63.8819 31.0383 35.3155 32.5054
threshold=0.00023728609085083011 0 5.4687261581420905e-05 0.0017571449279785158 1 0.0029592514038085942 0.0027151107788085942
decision_type=2 1 2 2 1 2 2
left_child=1 -1 4 -4 5 -3 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.087934561220854066 0.098772384091291632 0.061976395143203848 -0.036115998403166059 0.035990264638255325 -0.065940707294571618 -0.058524814081934523 -0.037406168580943845
leaf_weight=451.7304697483778 612.4628331810236 51.408805094659328 238.54290164262056 253.36747831106186 1127.1388860866427 46.15730657428503 618.175895832479
leaf_count=5367 8308 288 1161 1763 4985 225 2790
internal_value=0 -0.0200456 -0.0411378 0.00102365 -0.052615 0.00450681 -0.0555159
internal_weight=0 2786.52 2334.79 491.91 1842.88 97.5661 1745.31
internal_count=24887 16579 11212 2924 8288 513 7775
cat_boundaries=0 1 2
cat_threshold=8 6
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=8
num_cat=0
split_feature=6 12 5 7 6 12 7
split_gain=622.768 593.537 61.0027 84.438 44.4951 21.8609 35.1622
threshold=0.026573181152343753 2.5000000000000004 2.5480985641479496e-05 0.0066890716552734384 0.038955688476562507 1.0000000180025095e-35 0.0011820793151855471
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 -7
right_child=4 -3 3 -5 -6 6 -8
leaf_value=-0.056328948024022135 0.043579183545062836 0.090937789159699259 -0.035017740025623093 0.044765388159890084 0.1032885953384392 0.092637586379989825 -0.050126089048368107
leaf_weight=1325.7805673703551 167.09202094748616 405.26361077651381 667.30037082731724 165.56483640521765 493.14034884795547 26.178939059376717 50.591489024460316
leaf_count=5925 1674 5180 3220 1007 7567 159 239
internal_value=0 -0.0204086 -0.0405949 -0.0191577 0.0881773 -0.0533247 -0.00144299
internal_weight=0 2640.68 2235.42 832.865 660.232 1402.55 76.7704
internal_count=24971 15730 10550 4227 9241 6323 398
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=8
num_cat=0
split_feature=4 12 4 6 0 7 12
split_gain=660.185 481.042 96.0112 37.5654 31.2041 30.9324 24.7636
threshold=16.304687500000004 1.5000000000000002 6.0957031250000009 0.033340454101562507 2.5000000000000004 0.0028562545776367192 22.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -4 -3 -7
right_child=-2 3 4 -5 -6 6 -8
leaf_value=-0.046951273089678107 0.095463713342550716 0.09810318145870861 -0.03569065528634368 -0.20276039587516395 0.038801338865287638 0.015322404440816305 0.10862454301522068
leaf_weight=1885.2088797688484 617.65207391232252 288.93642453849316 79.813387125730515 4.7732482329010955 190.33263705670834 102.85355460643768 39.321782954037189
leaf_count=8536 9235 3842 377 58 1233 1173 571
internal_value=0 -0.0195857 -0.0389617 0.0762243 0.016793 0.0793133 0.0411274
internal_weight=0 2591.24 2155.35 435.885 270.146 431.112 142.175
internal_count=25025 15790 10146 5644 1610 5586 1744
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=8
num_cat=0
split_feature=6 12 6 8 12 8 9
split_gain=487.18 398.626 81.8723 36.1418 25.8826 27.9213 20.4721
threshold=0.034561157226562507 2.5000000000000004 0.017280578613281253 0.11227416992187501 1.0000000180025095e-35 0.12448120117187501 8.3416700363159193e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.013541499576200176 0.097190844156434475 0.082877724987251752 -0.017477138912332834 0.043075222285112486 0.058237624635572416 -0.048624386019516179 -0.045552525337018965
leaf_weight=228.72388422489166 454.06752496212721 360.66685200855136 207.93224223330617 187.414904974401 55.287515103816986 43.836896307766438 1579.0987142063677
leaf_count=1016 8016 5304 1207 1541 324 205 7332
internal_value=0 -0.0148747 -0.0301882 0.0112278 -0.0387745 0.0109788 -0.0415025
internal_weight=0 2662.96 2302.29 395.347 1906.95 99.1244 1807.82
internal_count=24945 16929 11625 2748 8877 529 8348
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=8
num_cat=0
split_feature=3 12 9 3 7 1 7
split_gain=681.768 144.628 90.873 50.6818 39.6215 32.1863 29.2842
threshold=104.50000000000001 2.5000000000000004 0.00074553489685058605 95.500000000000014 0.024467468261718753 28530.000000000004 0.0020608901977539067
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -3
right_child=-2 6 4 5 -6 -7 -8
leaf_value=-0.025463217479931285 0.099970360560489899 0.093644514238755472 0.068791333245011063 0.023456229517460941 -0.055494873792419241 -0.069096205768014438 0.015779870877381457
leaf_weight=1589.9780425392091 568.39677881449461 113.45280857384205 128.03554855659604 40.844316594302654 32.075405590236187 469.34871973842382 84.10852899029851
leaf_count=7992 9356 1514 2066 220 267 2424 1097
internal_value=0 -0.021555 -0.0287267 -0.034263 0.0438927 -0.0616868 0.060495
internal_weight=0 2457.84 2260.28 2100.17 160.111 510.193 197.561
internal_count=24936 15580 12969 10636 2333 2644 2611
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=8
num_cat=1
split_feature=3 15 9 11 3 3 7
split_gain=601.349 126.283 80.4301 34.9963 34.2634 39.8915 28.3897
threshold=107.50000000000001 0 0.0009715557098388673 0.0023679733276367192 92.500000000000014 101.50000000000001 0.0020608901977539067
decision_type=2 1 2 2 2 2 2
left_child=1 6 4 -4 -3 -6 -1
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.092603434475583529 0.10476402696477374 -0.020233134502222028 -0.14716662619126272 0.079615286809333996 -0.057746191620674951 0.013243273892063895 0.016798510896756838
leaf_weight=113.49502661824226 479.70128563046455 1525.6388205550611 7.3401773050427428 93.209268882870674 557.11499844118953 92.267097737640142 87.48829073831439
leaf_count=1686 8700 8033 33 1698 2916 753 1183
internal_value=0 -0.0175637 -0.0242728 0.0630595 -0.0284217 -0.0476597 0.0567804
internal_weight=0 2476.55 2275.57 100.549 2175.02 649.382 200.983
internal_count=25002 16302 13433 1731 11702 3669 2869
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=8
num_cat=1
split_feature=3 4 15 11 3 6 4
split_gain=535.266 296.185 132.993 48.3542 41.0078 39.8669 33.3595
threshold=107.50000000000001 25.468750000000004 0 0.0025243759155273442 95.500000000000014 0.030342102050781253 6.6933593750000009
decision_type=2 2 1 2 2 2 2
left_child=1 2 5 4 6 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.062478310705097143 0.10321173918370284 0.09395692197463823 -0.02743031282579389 -0.083036491003540727 -0.056362284316868606 -0.21996473158221908 0.022156217330722417
leaf_weight=178.80249366909266 433.45333875343204 218.05555206164718 1249.023221835494 193.94375147670507 463.32269873470068 5.1408106647431842 152.20530194416642
leaf_count=2693 8639 3738 5649 954 2402 64 827
internal_value=0 -0.017305 -0.0281242 -0.0353432 -0.0305718 0.0517698 -0.0220441
internal_weight=0 2460.49 2242.44 2058.49 1864.55 183.943 1401.23
internal_count=24966 16327 12589 9832 8878 2757 6476
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=8
num_cat=0
split_feature=4 12 4 11 1 1 12
split_gain=398.872 223.471 65.9545 40.4636 48.0605 34.7456 30.1197
threshold=20.789062500000004 2.5000000000000004 5.1074218750000009 0.0017142295837402346 29223.500000000004 47436.500000000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7
right_child=-2 -3 5 -5 -6 6 -8
leaf_value=0.018376110664763533 0.094282357265253081 0.071086888288517211 -0.0086273226018087467 -0.063344794318765163 -0.03265928861474611 0.064521929226509719 -0.20194150881243667
leaf_weight=217.72352284938097 402.66451723873615 278.01767217740417 235.04983860999346 338.21037304401398 1209.9560106769204 126.82099658250809 4.3885007239878169
leaf_count=1055 8704 5329 1308 1644 5821 1082 25
internal_value=0 -0.0132386 -0.0242341 -0.032244 -0.0248763 0.0143849 0.0556091
internal_weight=0 2410.17 2132.15 1765.89 1427.68 366.259 131.209
internal_count=24968 16264 10935 8520 6876 2415 1107
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=8
num_cat=2
split_feature=4 15 4 8 9 15 6
split_gain=356.722 187.142 38.0632 38.7524 38.0632 34.2899 24.9917
threshold=17.039062500000004 0 4.3300781250000009 0.18780517578125003 0.00022703409194946292 1 0.030342102050781253
decision_type=2 1 2 2 2 1 2
left_child=1 6 4 -4 5 -3 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.072046985996195648 0.08727095032721234 0.045105288516150199 -0.014546161268272885 0.057234225790123841 -0.051911227832874385 -0.024316621518412299 -0.11152079588566995
leaf_weight=255.48990679904819 411.34293476864696 68.115337032824755 289.02132138982415 101.66904924064875 556.21239790320396 1052.5435759276152 7.6379767805337897
leaf_count=5264 9162 377 1654 694 2693 5087 104
internal_value=0 -0.0137373 -0.0238611 0.00413322 -0.0305257 -0.0199115 0.0642755
internal_weight=0 2330.69 2067.56 390.69 1676.87 1120.66 263.128
internal_count=25035 15873 10505 2348 8157 5464 5368
cat_boundaries=0 1 2
cat_threshold=8 6
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=8
num_cat=1
split_feature=3 4 15 7 6 3 1
split_gain=412.189 193.651 81.4608 37.1655 27.3081 27.098 30.9343
threshold=107.50000000000001 20.789062500000004 0 0.0013594627380371096 0.030342102050781253 88.500000000000014 26426.500000000004
decision_type=2 2 1 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7
right_child=-2 -3 5 4 -6 6 -8
leaf_value=0.079658303019071008 0.10086435671769489 0.081317204255241457 -0.021295798574950904 0.0078391430203429199 -0.22414959005901067 0.021418926324493659 -0.053358236777955141
leaf_weight=100.59052918851376 357.83310906402767 193.69739415682852 1252.6711974702775 119.77366690710187 5.2981918379664412 61.002883721143007 594.09856967628002
leaf_count=1520 8636 3971 5881 1538 49 311 3111
internal_value=0 -0.014419 -0.023111 0.0329461 -0.00198876 -0.0297585 -0.046395
internal_weight=0 2327.13 2133.44 225.662 125.072 1907.77 655.101
internal_count=25017 16381 12410 3107 1587 9303 3422
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=8
num_cat=0
split_feature=5 12 5 7 11 2 1
split_gain=231.461 132.694 30.0896 24.8536 23.1855 48.5015 44.184
threshold=0.00027406215667724615 2.5000000000000004 0.00010454654693603517 0.0013871192932128908 0.00061154365539550792 6432.5000000000009 68691.500000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -6 -1
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.035844126729714036 0.087335921694864843 0.095372485438425247 0.020757177488547267 0.030646160185254991 -0.013223403308561144 -0.050919954743375698 -0.03508179437826936
leaf_weight=188.13612047582865 282.64340981654823 116.31074268557131 196.08749689720571 121.08037397451699 1032.7450998686254 509.79548123851418 164.74387533217669
leaf_count=928 8061 2941 1784 2495 5370 2639 770
internal_value=0 -0.00849214 -0.016534 0.0623592 -0.0203918 -0.0256818 0.00273197
internal_weight=0 2328.9 2091.51 237.391 1895.42 1542.54 352.88
internal_count=24988 16927 11491 5436 9707 8009 1698
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=8
num_cat=0
split_feature=3 4 12 9 9 4 1
split_gain=348.872 157.168 64.2257 51.8695 36.3995 30.89 35.6675
threshold=107.50000000000001 25.468750000000004 1.0000000180025095e-35 0.00018268823623657229 0.00068449974060058605 7.7167968750000009 46418.000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.027463582985321429 0.10028977399190052 0.086606467212613614 0.064280488230148272 -0.028452963399911931 -0.10079302841504977 -0.015799826366805492 0.077132363454801178
leaf_weight=1610.5216761827469 314.29762563109398 150.42079995386302 154.33440892584622 99.012639679014683 62.278664659708738 121.54776154085994 62.552694950252771
leaf_count=7859 8691 3731 2309 1048 314 670 431
internal_value=0 -0.0121524 -0.0191921 0.0280386 -0.025636 -0.0230278 0.0157763
internal_weight=0 2260.67 2110.25 253.347 1856.9 1794.62 184.1
internal_count=25053 16362 12631 3357 9274 8960 1101
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=8
num_cat=0
split_feature=3 5 12 7 5 3 1
split_gain=304.041 100.437 54.598 38.5279 31.1708 28.879 20.9265
threshold=107.50000000000001 0.00035977363586425787 1.5000000000000002 0.0020608901977539067 3.7521123886108405e-05 93.500000000000014 28530.000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.012981445459471292 0.099036736586237004 0.080260966594602579 0.083454542963841 0.022188866596836526 -0.11637021189263617 0.015146262872566964 -0.04726522138268132
leaf_weight=1394.2157867215574 284.89044787548482 115.22177814133465 89.445914849638939 74.887544684112072 20.730028221383691 60.528407307341695 477.87998186796904
leaf_count=6925 8603 3346 1786 1039 252 337 2719
internal_value=0 -0.0106621 -0.0156091 0.0362792 -0.00785122 -0.0205779 -0.0402488
internal_weight=0 2232.91 2117.69 185.063 95.6176 1932.62 538.408
internal_count=25007 16404 13058 3077 1291 9981 3056
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=8
num_cat=0
split_feature=6 12 7 11 6 0 9
split_gain=177.698 89.1431 33.5067 38.6501 33.7956 28.4399 22.8541
threshold=0.038955688476562507 3.5000000000000004 0.0045604705810546884 0.0007064342498779298 0.011753082275390627 2.5000000000000004 0.00069165229797363292
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -5 -4
right_child=-2 -3 4 5 -6 -7 -8
leaf_value=0.0075952855043936096 0.093609445686217208 0.059938023527766171 -0.0013092651895555893 -0.049951490804044082 0.039367919882170442 -0.016914145905465808 -0.079679219855745845
leaf_weight=379.7228416800499 194.50520805083215 188.08994818851352 329.13458796218038 418.19921380840242 218.99201654456556 691.28108540922403 41.953149870038033
leaf_count=1941 7530 5143 1656 2359 2022 4091 221
internal_value=0 -0.00598787 -0.0119515 -0.0199422 0.00821502 -0.029367 -0.0101694
internal_weight=0 2267.37 2079.28 1489.2 590.08 1109.48 371.088
internal_count=24963 17433 12290 8391 3899 6450 1877
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=8
num_cat=1
split_feature=3 5 15 8 3 3 1
split_gain=253.68 73.4229 29.3035 27.3556 22.7339 27.86 22.3938
threshold=107.50000000000001 0.00042593479156494146 0 0.11660766601562501 95.500000000000014 100.50000000000001 114457.00000000001
decision_type=2 2 1 2 2 2 2
left_child=1 2 3 -1 6 -6 -4
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=0.078145065334302669 0.097110853155443586 0.079804171163357848 -0.0062729732310098157 -0.013604691374633694 -0.050383127631255548 0.0035329721476737895 -0.049987671726834229
leaf_weight=67.400474026799202 250.03823565132916 88.767978869378567 1347.3216258957982 62.751007514074445 341.19761038012803 133.27501182630658 128.34845053963363
leaf_count=1700 8649 3177 6914 1111 1931 863 618
internal_value=0 -0.00926203 -0.0130626 0.0314896 -0.0161148 -0.0352386 -0.0100751
internal_weight=0 2169.06 2080.29 130.151 1950.14 474.473 1475.67
internal_count=24963 16314 13137 2811 10326 2794 7532
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=8
num_cat=1
split_feature=3 4 15 7 13 3 6
split_gain=229.618 97.5476 29.2335 45.6689 23.6092 22.3399 21.6315
threshold=109.50000000000001 27.476562500000004 0 0.0013594627380371096 28.226779317298206 95.500000000000014 0.020179748535156253
decision_type=2 2 1 2 2 2 2
left_child=1 2 5 -4 6 -1 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.011641060783039406 0.099389213012387345 0.080171618335800873 0.075963809165780424 0.0062641415895392507 -0.30017783122654751 -0.037628470655886675 -0.10797185479870293
leaf_weight=1372.2632916364819 217.36351547762752 117.50853971764445 90.054735252633691 125.72256461344659 2.8348233737051478 435.8599005676806 19.093020401895046
leaf_count=6814 8241 3805 1681 1571 30 2595 212
internal_value=0 -0.00843078 -0.0135199 0.0190382 -0.0143925 -0.017807 -0.00879735
internal_weight=0 2163.34 2045.83 237.705 147.65 1808.12 144.816
internal_count=24949 16708 12903 3494 1813 9409 1783
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=8
num_cat=0
split_feature=0 9 12 11 2 11 13
split_gain=50.1609 50.0374 39.3668 37.8559 34.9061 39.2647 25.0983
threshold=2.5000000000000004 0.00073552131652832042 6.5000000000000009 0.0007064342498779298 6381.5000000000009 0.0014662742614746096 18.091470276451187
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.027121973377553267 0.00053986414977515856 0.079798188278165566 0.057134124186179018 0.054788463589057625 -0.059104116512959992 -0.074705152156152241 -0.0044350099783222385
leaf_weight=126.27905346266925 1424.3261084323749 96.029820933938026 134.51706859283149 71.907658183947206 273.24369345791638 80.654207199811935 137.44484248384833
leaf_count=792 11335 4553 4434 422 1784 582 1089
internal_value=0 0.00973943 0.00542356 -0.0223631 -0.0334576 -0.0092934 -0.0304214
internal_weight=0 1654.87 1558.84 689.529 563.25 290.007 218.099
internal_count=24991 20322 15769 4669 3877 2093 1671
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=8
num_cat=0
split_feature=3 4 11 12 3 11 1
split_gain=203.014 85.176 38.7826 24.3942 27.3722 29.7401 37.3217
threshold=109.50000000000001 25.468750000000004 0.0025243759155273442 22.500000000000004 87.500000000000014 0.00071501731872558605 26767.500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.0011264045845836956 0.09827602984119603 0.075886435810885666 -0.057556911133145684 0.089644404834885408 0.0055435193375899163 0.066251101720597741 -0.049293229220325224
leaf_weight=1177.7674072124064 194.82036655768752 113.56670076865703 178.98545297794044 24.834487145766616 195.33249197900295 30.011271977797151 408.01005264930427
leaf_count=6804 8283 3907 991 615 1404 168 2852
internal_value=0 -0.00837442 -0.0131236 -0.00879179 -0.0101416 -0.026906 -0.0413766
internal_weight=0 2128.51 2014.94 1835.96 1811.12 633.354 438.021
internal_count=25024 16741 12834 11843 11228 4424 3020
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=8
num_cat=1
split_feature=3 4 11 8 3 15 8
split_gain=176.413 72.6893 35.8705 26.9095 25.2842 17.1516 25.8258
threshold=109.50000000000001 25.468750000000004 0.0016217231750488283 0.13189697265625003 46.500000000000007 0 0.12307739257812501
decision_type=2 2 2 2 2 1 2
left_child=1 2 4 -4 -1 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.02329255527601325 0.097692673844560485 0.074829789174500283 -0.049480990426437679 0.0025969164848936356 0.08081661004137046 -0.012901269400582128 -0.020463477014042348
leaf_weight=293.1937013771385 176.49573589395732 104.75228863954544 342.45408638752997 139.69337486475706 51.55358874052763 1130.3537328634411 49.208703381940722
leaf_count=1615 8221 3858 1920 820 1589 5952 926
internal_value=0 -0.00637878 -0.0106185 -0.0343924 -0.00309868 -0.00938383 0.0285243
internal_weight=0 2111.21 2006.46 482.147 1524.31 1231.12 100.762
internal_count=24901 16680 12822 2740 10082 8467 2515
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=8
num_cat=0
split_feature=4 12 4 8 11 5 11
split_gain=118.339 44.544 25.7081 34.4316 26.5094 20.7506 20.0857
threshold=25.468750000000004 6.5000000000000009 6.0957031250000009 0.18780517578125003 0.0017142295837402346 5.5134296417236337e-06 0.0007884502410888673
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.0071347426578971642 0.082918094765517911 0.052538039855985888 -0.0032343095288027649 0.07351855384287094 -0.041108893304244276 -0.0013427346949018836 -0.053256700719768769
leaf_weight=199.74231799505651 158.35266651399434 119.57855723425746 231.34410454425961 78.205813700333238 319.76047712936997 971.05627135746181 179.07266070134938
leaf_count=1102 8288 4499 1785 827 1820 5582 1070
internal_value=0 -0.00673113 -0.0103121 0.0161569 -0.0152194 -0.00908667 -0.0289375
internal_weight=0 2098.76 1979.18 309.55 1669.63 1349.87 378.815
internal_count=24973 16685 12186 2612 9574 7754 2172
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=8
num_cat=0
split_feature=3 4 11 12 3 4 12
split_gain=158.577 53.3881 25.9155 20.945 19.2066 16.4122 25.0872
threshold=109.50000000000001 35.703125000000007 0.0031213760375976567 22.500000000000004 36.500000000000007 2.7763671875000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.016804174276100713 0.097239117537553862 0.076057572176003077 -0.05867132174629687 0.090842439181800183 -0.024574425872082785 0.0029696902687244755 0.021450377510565395
leaf_weight=255.89084305800498 156.65508923586458 74.42179830186069 104.5448511261493 21.400120344012976 1008.4550435431302 473.65165008418262 134.19062434695661
leaf_count=1377 8264 3551 632 620 5360 3055 2138
internal_value=0 -0.00710547 -0.0102029 -0.007527 -0.00865143 -0.0126815 -0.0191693
internal_weight=0 2072.55 1998.13 1893.59 1872.19 1616.3 1142.65
internal_count=24997 16733 13182 12550 11930 10553 7498
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=8
num_cat=1
split_feature=5 15 9 2 13 7 11
split_gain=74.2657 25.6474 37.7795 24.9819 25.9662 21.6183 33.773
threshold=0.00031244754791259771 0 0.00018268823623657229 6718.5000000000009 4.3190476712688817 0.0045604705810546884 0.0008475780487060548
decision_type=2 1 2 2 2 2 2
left_child=1 5 -3 4 -4 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0061221699139412371 0.074984499746536287 0.059093312258058056 -0.064573097073948663 -0.1226798996538955 0.045514701584215465 0.0095145401670038814 -0.027080880890161915
leaf_weight=482.6180514851585 126.1811090093106 147.06442028284073 34.700331481173635 19.009253511205316 56.004336506128311 496.86260084435344 838.75679173134267
leaf_count=2537 7781 4240 545 336 956 3459 5144
internal_value=0 -0.0040315 0.0249898 -0.018446 0.00339894 -0.00822222 -0.0149538
internal_weight=0 2075.02 256.778 109.714 90.7047 1818.24 1321.37
internal_count=24998 17217 6077 1837 1501 11140 7681
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=8
num_cat=0
split_feature=3 4 9 0 9 4 3
split_gain=128.217 49.7853 34.7502 25.3962 20.1148 17.4358 13.3638
threshold=109.50000000000001 16.304687500000004 0.00011560320854187013 5.5000000000000009 0.00065588951110839855 2.2841796875000004 264.50000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -2
right_child=6 -3 4 -5 -6 -7 -8
leaf_value=0.026646298282529082 0.095957474157259123 0.052275219706666404 -0.023539330429465807 -0.027668321634440635 -0.072717509873141573 -0.00028682403344923191 -0.57992350043471519
leaf_weight=367.4393401639536 137.52538407221437 140.71856649126858 843.29264259990305 112.42625110130757 62.374763147905469 522.15434069465846 0.29281031247228284
leaf_count=2604 8203 4430 5464 980 329 2970 23
internal_value=0 -0.0051258 -0.00935994 0.0139211 -0.0171843 -0.0146475 0.0945199
internal_weight=0 2048.41 1907.69 479.866 1427.82 1365.45 137.818
internal_count=25003 16777 12347 3584 8763 8434 8226
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=8
num_cat=1
split_feature=3 6 2 15 8 6 2
split_gain=110.64 42.4827 17.2845 15.1521 31.9482 17.1078 14.4878
threshold=109.50000000000001 0.042495727539062507 7474.5000000000009 0 0.11660766601562501 0.013629913330078127 3569.5000000000005
decision_type=2 2 2 1 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.0041395436716115492 0.092588493886904433 0.084764908764253202 -0.020457817906393918 0.073214055381641607 0.019000499671531348 -0.013427211930918892 -0.14596333418036264
leaf_weight=1208.8728071469814 126.69876334629953 52.840773389674723 588.3642902104184 83.187296053394675 66.125700243748724 19.926298039034009 14.072377406060694
leaf_count=6803 8241 3273 3811 1627 854 205 171
internal_value=0 -0.00372673 -0.00608769 -1.45872e-05 0.0259956 -0.0106391 -0.0682863
internal_weight=0 2033.39 1980.55 1392.18 183.312 100.124 33.9987
internal_count=24985 16744 13471 9660 2857 1230 376
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=8
num_cat=0
split_feature=4 9 12 4 8 9 9
split_gain=67.7142 25.3974 24.3639 23.6446 20.6525 23.2169 17.7388
threshold=25.468750000000004 8.1986188888549818e-05 22.500000000000004 2.0556640625000004 0.042190551757812507 0.00062346458435058605 0.00024026632308959964
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.025982057027412853 0.073878623051986891 -0.011201393450060085 0.091431457445473249 -0.029325140552357493 0.017957984141808034 -0.052973651187367424 -0.039708233732924633
leaf_weight=237.18510669656098 115.79671514267102 695.76097069773823 23.899919127114117 153.42384379636496 537.79135048389435 50.475746336393058 318.07930202782154
leaf_count=2433 8235 5235 1185 1013 4407 379 2054
internal_value=0 -0.00475624 -0.00885343 -0.0102187 0.00334985 0.0118717 -0.0201451
internal_weight=0 2016.62 1779.43 1755.53 741.691 588.267 1013.84
internal_count=24941 16706 14273 13088 5799 4786 7289
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=8
num_cat=0
split_feature=6 12 0 0 12 6 13
split_gain=63.721 21.1751 23.5685 19.7959 18.4547 21.3547 21.5145
threshold=0.042495727539062507 22.500000000000004 7.5000000000000009 2.5000000000000004 3.5000000000000004 0.022209167480468753 4.1921165979418786
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.014669546105467189 0.090670432670138135 0.085015585642654712 -0.039454006330152287 0.0040658371819269372 0.073741932648610911 -0.41912292738604134 -0.012414763560461936
leaf_weight=628.22929726634175 76.466372453141958 27.397073329426348 167.15011791884899 1148.2346254298463 66.097662874497473 1.6894020717591036 5.6486544823274016
leaf_count=4110 7166 1582 1311 7869 2790 37 152
internal_value=0 -0.00230723 -0.00349333 -0.000244046 0.00717409 0.0557742 -0.106066
internal_weight=0 2044.45 2017.05 1849.9 1221.67 73.4357 7.33806
internal_count=25017 17851 16269 14958 10848 2979 189
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=8
num_cat=0
split_feature=6 12 1 11 2 6 11
split_gain=53.4081 20.9246 21.3181 23.1657 33.1155 27.0773 24.5136
threshold=0.042495727539062507 22.500000000000004 104592.00000000001 0.00062918663024902355 6381.5000000000009 0.0086860656738281267 0.0016217231750488283
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.024969842340944289 0.086349398114901915 0.087224175686113792 -0.03356272422697093 0.017657424214671806 -0.046560703141457084 0.0015416163394734489 -0.013965670053378704
leaf_weight=295.26474393997341 69.001189509406686 25.326260220259428 220.76642860192806 594.94824778381735 289.70999931450933 196.32541284989566 416.90252443682402
leaf_count=2569 7089 1575 1660 4755 1910 1667 3692
internal_value=0 -0.0031047 -0.00424066 -0.000630619 -0.00567701 -0.0271306 0.00462808
internal_weight=0 2039.24 2013.92 1793.15 1497.89 486.035 1011.85
internal_count=24917 17828 16253 14593 12024 3577 8447
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=8
num_cat=0
split_feature=4 9 7 4 9 1 8
split_gain=51.635 16.3403 16.1987 27.9113 20.1947 18.5894 15.3656
threshold=36.859375000000007 0.00064682960510253917 0.0066890716552734384 5.1074218750000009 0.00011560320854187013 38465.500000000007 0.013526916503906252
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.043900118228083346 0.081555815015352542 -0.047813618357156758 0.0018959563591247029 0.063856644811331881 -0.052930980696806088 -0.00029645101087866351 -0.0094469521629342787
leaf_weight=130.02134306449443 75.598655696492642 76.959381181746721 288.33543889643624 97.214195415377617 88.589707428589463 355.01357141928747 982.44440006185323
leaf_count=929 7413 610 2159 1217 622 3842 8194
internal_value=0 -0.00262204 -0.000830787 0.0175191 -0.00537736 0.0115512 -0.0130437
internal_weight=0 2018.58 1941.62 385.55 1556.07 485.035 1071.03
internal_count=24986 17573 16963 3376 13587 4771 8816
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=8
num_cat=0
split_feature=3 4 9 1 9 7 4
split_gain=92.6844 22.4359 21.7613 18.4226 19.904 18.2963 17.7513
threshold=109.50000000000001 77.593750000000014 6.6012144088745131e-05 114457.00000000001 0.0006148815155029298 0.0066890716552734384 5.5839843750000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.036117275858666052 0.091997850254593616 0.089462078350940846 -0.0084690529204641315 -0.041463846447901798 -0.052071017333107705 0.0049822759007771538 0.061388329298857673
leaf_weight=113.72547262534499 103.36894168518484 24.757808376569301 1293.1995769282803 159.25919529749081 88.372882344760001 224.90750661119819 74.19947847397998
leaf_count=903 8252 2584 8958 1420 845 1301 734
internal_value=0 -0.00513512 -0.00633392 -0.00895781 -0.00587756 -0.00331382 0.018975
internal_weight=0 1978.42 1953.66 1839.94 1680.68 1592.31 299.107
internal_count=24997 16745 14161 13258 11838 10993 2035
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=8
num_cat=0
split_feature=3 6 11 2 11 3 4
split_gain=89.9638 20.7955 17.2602 20.1314 17.4874 21.1123 22.5045
threshold=107.50000000000001 0.052108764648437507 0.0029554367065429692 7474.5000000000009 0.00066304206848144542 92.500000000000014 2.1689453125000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.0050287739345819069 0.091643961485291206 0.089157819639695421 -0.040893727726751372 0.0044883480124293801 -0.039591610678619084 -0.068461346171552473 0.024075820462358673
leaf_weight=1263.5144025245681 105.25624749762937 24.056039699353278 121.445539096836 216.16748640220612 143.65592315979302 107.83113262429833 90.4887764332816
leaf_count=8840 8679 2625 1144 1444 860 800 611
internal_value=0 -0.00324766 -0.00439167 -0.00195816 -0.017775 -0.031848 -0.0149863
internal_weight=0 1967.16 1943.1 1821.66 558.143 341.976 234.145
internal_count=25003 16324 13699 12555 3715 2271 1471
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=8
num_cat=0
split_feature=6 9 1 0 11 1 10
split_gain=35.7563 15.5063 15.8505 18.7335 19.0314 15.807 19.9101
threshold=0.038955688476562507 6.4224004745483412e-05 23991.000000000004 2.5000000000000004 0.00080466270446777355 104592.00000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.033968558161474711 0.074319356169792405 0.01641042411377169 0.0085518302555817344 -0.00027444024632387778 -0.043708850040081959 -0.028166068164579929 0.070406756897180275
leaf_weight=113.49377212068066 63.456798323430121 314.18111946154386 97.319439370185137 985.38335434859619 245.36935941502452 199.66951769869775 41.532870670314878
leaf_count=1218 7514 2145 575 8204 1700 1992 1675
internal_value=0 -0.00192874 -0.00409186 -0.00819658 -0.0288674 -0.00242146 0.00258423
internal_weight=0 1996.95 1883.46 1569.27 342.689 1226.59 1026.92
internal_count=25023 17509 16291 14146 2275 11871 9879
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=8
num_cat=0
split_feature=4 12 1 12 4 12 8
split_gain=36.5312 14.1495 16.0592 21.0146 20.1888 34.7985 17.2629
threshold=27.476562500000004 22.500000000000004 84901.000000000015 3.5000000000000004 2.6162109375000004 19.500000000000004 0.042953491210937507
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 -1
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.015648492012131199 0.068657446633941618 0.076624026269185741 -0.038523151498189627 0.059870744535393185 0.030670149777038438 -0.39781195842951417 0.0064248696398000772
leaf_weight=535.89056651480496 76.193054819013923 22.678157459013164 231.9129799855873 58.715548530686647 76.764139160979539 1.9429947715252627 1045.6112683466636
leaf_count=3268 8116 1586 1635 2864 789 24 6687
internal_value=0 -0.00190909 -0.00282204 0.00112631 -0.0236712 0.0200906 -0.00105467
internal_weight=0 1973.52 1950.84 1640.22 310.62 78.7071 1581.5
internal_count=24969 16853 15267 12819 2448 813 9955
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=8
num_cat=0
split_feature=3 4 9 1 13 1 12
split_gain=67.0865 15.8458 22.913 23.7772 14.9978 13.9136 20.5387
threshold=111.50000000000001 9.2500000000000018 0.00023239850997924807 37931.000000000007 29.410963892593241 130982.00000000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7
right_child=-2 -3 5 -5 -6 6 -8
leaf_value=0.035915454983067883 0.090377993763686243 0.021365527032284323 -0.020670554998846544 -0.0089569401854925883 -0.0071945299680739004 -0.053973208028596523 -0.30409993606278096
leaf_weight=246.98595814872533 78.115480545442551 216.7156956368126 555.11449324060231 793.42707442957908 119.86359764821827 15.995973020792009 4.1303281881846479
leaf_count=1588 7843 5242 3306 6093 715 81 84
internal_value=0 -0.00412974 -0.00731337 0.00077703 0.0218298 -0.0236319 -0.105309
internal_weight=0 1952.23 1735.52 1160.28 366.85 575.241 20.1263
internal_count=24952 17109 11867 8396 2303 3471 165
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=8
num_cat=0
split_feature=4 9 1 12 2 11 1
split_gain=25.4715 15.907 17.7847 14.9938 12.8823 16.3571 18.228
threshold=43.203125000000007 7.3224306106567396e-05 44363.500000000007 22.500000000000004 7623.0000000000009 0.0029554367065429692 31992.500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=0.071253640441028068 0.072667836711779829 0.022165002993831999 0.0038525814439934886 0.086592770426214369 -0.019666719370715083 -0.036864462638747257 -0.0047091398818049409
leaf_weight=60.520885009784251 47.474175206851214 357.45509944157675 110.85561431245878 17.995734630152583 454.95794980973005 111.28274260135368 858.66115529835224
leaf_count=492 7063 2374 1320 1287 3521 975 7944
internal_value=0 -0.00145695 0.0276551 -0.00422814 -0.00514515 -0.000167958 0.00319002
internal_weight=0 1971.73 171.376 1800.35 1782.36 1327.4 1216.12
internal_count=24976 17913 1812 16101 14814 11293 10318
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=8
num_cat=1
split_feature=3 6 3 3 3 6 15
split_gain=57.1857 15.6174 13.2479 12.4731 30.3161 13.7415 9.20405
threshold=109.50000000000001 0.062591552734375014 264.50000000000006 100.50000000000001 96.500000000000014 0.010486602783203127 0
decision_type=2 2 2 2 2 2 1
left_child=1 3 -2 4 6 -5 -1
right_child=2 -3 -4 5 -6 -7 -8
leaf_value=-0.002977604572472392 0.088448342031704569 0.10086071952582941 -0.59108245578967844 -0.0041136547999305658 -0.036781557903071985 0.056447040842250697 0.022302849501758329
leaf_weight=1351.4647083696909 75.450519133592024 14.449652781710027 0.28763720579445262 80.298765679355711 268.61819480871782 70.241464914754033 151.05475460831076
leaf_count=8123 8206 2380 25 797 1937 1022 2456
internal_value=0 -0.00271163 0.0858648 -0.00349044 -0.00583925 0.0241438 -0.000307425
internal_weight=0 1936.13 75.7382 1921.68 1771.14 150.54 1502.52
internal_count=24946 16715 8231 14335 12516 1819 10579
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=8
num_cat=0
split_feature=3 9 6 12 7 9 11
split_gain=51.686 14.8377 15.6256 13.4564 13.1818 12.235 12.0157
threshold=111.50000000000001 0.00012761354446411136 0.062591552734375014 1.0000000180025095e-35 0.0019106864929199221 0.0006148815155029298 0.0015540122985839846
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.0064624006185985614 0.088918575652890172 -0.0077839538546400763 0.10074047540220617 0.054841522852548966 0.0047289828028025003 -0.038232001640903596 -0.036629880334461913
leaf_weight=494.90823938697577 65.177419842919335 360.48867715569213 13.26917711435817 65.049297023564577 677.7500488224905 73.477794049074873 240.90661299554631
leaf_count=2611 7894 2550 2482 1706 4898 1000 1832
internal_value=0 -0.00162633 -0.00724639 0.0120826 -0.00830577 0.000526935 -0.0193391
internal_weight=0 1925.85 1365.89 559.958 1352.62 751.228 601.395
internal_count=24973 17079 12762 4317 10280 5898 4382
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=8
num_cat=0
split_feature=6 10 9 5 11 2 9
split_gain=20.4517 11.6098 11.4976 13.0441 11.9947 12.5915 8.54512
threshold=0.062591552734375014 1.5000000000000002 6.6012144088745131e-05 6.4671039581298837e-06 0.0031213760375976567 3867.5000000000005 0.00046861171722412115
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.027821172986500581 0.10054780607165814 0.040690780977315141 -0.018903375609076546 0.0033669093831646111 -0.064112197389357445 -0.05020846664880288 0.053387251659443004
leaf_weight=120.13794349320233 20.15875304536894 65.533696766942739 447.8803381761536 1241.2877414159011 55.11522928532213 12.941143831238149 20.69401391223073
leaf_count=996 5153 2670 3267 10981 800 119 941
internal_value=0 -0.000690909 -0.00211969 -0.00414287 0.000827616 -0.0346875 0.0135285
internal_weight=0 1963.59 1898.06 1777.92 1330.04 88.7504 33.6352
internal_count=24927 19774 17104 16108 12841 1860 1060
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=8
num_cat=0
split_feature=3 1 1 3 11 3 11
split_gain=41.8077 13.3626 17.4532 27.3851 16.3823 15.4667 24.2944
threshold=111.50000000000001 13600.000000000002 6778.5000000000009 41.500000000000007 0.0014519691467285158 91.500000000000014 0.00072455406188964855
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 -7
right_child=-2 5 3 -5 -6 6 -8
leaf_value=-0.062024088860913262 0.083671471000445752 0.0017941598994792548 0.092751563190634545 0.13025320060344237 -0.031304278276171903 0.013780082229671987 -0.032424626230170721
leaf_weight=15.630833449307827 58.299411866348237 1277.7632415539119 15.594917187467216 29.277992180315778 33.533895003609359 163.33735523093492 375.20150169241242
leaf_count=99 7829 10497 80 293 240 1494 4304
internal_value=0 -0.00229365 0.0344627 0.0536982 0.00807496 -0.00419669 -0.0184109
internal_weight=0 1910.34 94.0376 78.4068 49.1288 1816.3 538.539
internal_count=24836 17007 712 613 320 16295 5798
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=8
num_cat=0
split_feature=4 8 1 11 1 8 2
split_gain=19.4807 25.0066 15.8281 13.7454 32.9682 18.7785 16.3161
threshold=10.230468750000002 0.20916748046875003 39818.000000000007 0.0011229515075683596 37931.000000000007 0.042953491210937507 3240.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -5 -1
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=0.11438910822449221 -0.018734366817521608 0.09465471684298625 0.043191817708791394 -0.038093180406181197 -0.0065135810828257888 -0.0035795552700042359 0.027036445901663722
leaf_weight=23.588796581607312 87.365163424517959 44.908354277489707 78.234487523790449 225.81058710603975 760.65261944127269 522.22039639553986 228.6279171006754
leaf_count=216 2607 2831 4683 1615 7775 3764 1468
internal_value=0 0.0284701 0.0105215 -0.00371748 0.00387519 -0.0139983 0.0352064
internal_weight=0 210.508 165.6 1760.9 1012.87 748.031 252.217
internal_count=24959 10121 7290 14838 9459 5379 1684
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=8
num_cat=0
split_feature=6 1 11 7 9 1 6
split_gain=17.2307 12.7435 14.4444 20.8716 18.117 13.7944 12.1269
threshold=0.062591552734375014 13600.000000000002 0.0016217231750488283 0.0069103240966796884 0.00047433376312255865 76898.500000000015 0.012042999267578127
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.034612333805601136 0.1004865030896792 0.010450982174517395 -0.032292305084813948 0.018466170795447049 -0.069275133019659513 -0.012779509294603867 0.061236357057874037
leaf_weight=98.572867586743087 17.067852915730327 1045.4270253477152 303.60930329211988 110.49121027090587 51.794725358020514 338.34128876775503 8.2537988722324354
leaf_count=811 5181 9158 3660 2047 377 3681 100
internal_value=0 -0.000425658 -0.00228463 -0.0187488 0.00243746 0.00477096 -0.0513357
internal_weight=0 1956.49 1857.92 414.101 1443.82 1383.77 60.0485
internal_count=25015 19834 19023 5707 13316 12839 477
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=8
num_cat=0
split_feature=6 2 11 6 1 0 11
split_gain=19.2329 13.3495 13.8309 15.4604 13.9593 10.5696 23.0988
threshold=0.042495727539062507 9269.5000000000018 0.00050473213195800792 0.017280578613281253 53027.500000000007 4.5000000000000009 0.00069642066955566417
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.047803222185107512 0.077226941906856791 0.050963165988536591 -0.034937558223979127 0.047889033697551757 -0.023409194974011956 -0.0093420361115968444 0.00324339384632718
leaf_weight=132.60537430061959 32.014054751256481 51.80436733388342 272.83776867459528 24.564989003352821 49.210263929562643 463.33377965562977 947.97316445736215
leaf_count=1425 7174 399 2019 434 572 5058 7980
internal_value=0 -0.000917752 -0.0172375 -0.0280961 0.0147319 0.00329368 0.00871166
internal_weight=0 1942.33 398.417 297.403 101.015 1543.91 1080.58
internal_count=25061 17887 3424 2453 971 14463 9405
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=8
num_cat=0
split_feature=6 12 9 4 8 9 6
split_gain=16.6623 11.7608 11.5132 12.2319 16.1658 15.1878 10.6745
threshold=0.042495727539062507 22.500000000000004 5.9694051742553718e-05 4.8730468750000009 0.21331787109375003 0.00023752450942993167 0.0086860656738281267
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.036201448687488223 0.075600321907518614 0.080627732707741526 0.00037311242732255932 0.0036608771516264422 0.056377594128839505 -0.036029609441728401 -0.0052058979239887129
leaf_weight=80.932324330788106 29.642772298422642 17.945387691492215 996.19035607855767 306.12473954050802 71.816470473539084 242.21723450953141 209.55064459564164
leaf_count=790 7096 1594 7916 3319 1146 1713 1367
internal_value=0 5.20298e-05 -0.000706289 -0.00234222 0.0136782 -0.00652382 -0.0217322
internal_weight=0 1924.78 1906.83 1825.9 377.941 1447.96 451.768
internal_count=24941 17845 16251 15461 4465 10996 3080
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=8
num_cat=1
split_feature=6 9 0 8 15 2 8
split_gain=13.1661 9.29718 10.8855 17.537 13.5338 17.975 14.2814
threshold=0.062591552734375014 0.0006148815155029298 4.5000000000000009 0.078155517578125014 0 9583.0000000000018 0.066802978515625014
decision_type=2 2 2 2 1 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.0060347388617624396 0.10036865641709865 -0.030921397304434852 -0.01125509841647822 0.020771724065512493 0.074237176865875332 -0.05712836201437569 -0.68365222481133436
leaf_weight=795.79295620019548 13.201889975811353 91.651392188854516 479.48088438762352 517.34385356889106 45.535830020206049 7.8870118795894069 0.3810701468028127
leaf_count=5061 5157 1997 5694 4985 1567 446 31
internal_value=0 0.000166078 0.00170918 0.00625666 -0.00258197 0.0418328 -0.0860336
internal_weight=0 1938.07 1846.42 1366.94 849.597 53.8039 8.26808
internal_count=24938 19781 17784 12090 7105 2044 477
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=8
num_cat=0
split_feature=5 1 1 9 0 0 9
split_gain=10.0596 9.93244 15.4203 11.3802 9.95584 11.5365 8.99744
threshold=0.0012097358703613283 13600.000000000002 6778.5000000000009 0.00035417079925537115 2.5000000000000004 3.5000000000000004 0.00057053565979003917
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3
right_child=-2 4 -4 -5 5 -7 -8
leaf_value=0.058706174296642259 0.10032709356896219 -0.010086044724627876 0.04828262522308039 -0.12433582684377392 0.013240998598886429 -0.0054783868567539933 -0.059385639952094761
leaf_weight=5.1594902845099559 9.9754088252084312 456.47295682108961 81.0135371547658 9.939765861257909 572.61459316976834 774.5524403816089 40.286604145541787
leaf_count=43 4221 3054 661 64 6252 10249 456
internal_value=0 -0.000350106 0.0309902 -0.0617893 -0.00198369 0.0024783 -0.0140842
internal_weight=0 1940.04 96.1128 15.0993 1843.93 1347.17 496.76
internal_count=25000 20779 768 107 20011 16501 3510
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=8
num_cat=0
split_feature=6 1 8 8 8 6 13
split_gain=11.5658 9.6412 9.66619 7.42204 9.03199 11.0086 7.20119
threshold=0.052108764648437507 27235.500000000004 0.29162597656250006 0.38549804687500006 0.24603271484375003 0.014064788818359377 30.356274518662488
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -4
right_child=-2 3 6 -5 5 -7 -8
leaf_value=0.011434885535109128 0.083171962217089501 -0.0047347500748062699 0.063427933326793237 -0.039796745434010072 0.0045087531415775569 0.069025995342866839 0.26294738795796951
leaf_weight=377.94597611599602 16.820868225418963 1356.5336669525132 7.473230666248126 54.799477974534966 92.949712737230584 36.964648987865075 2.3865544013679028
leaf_count=2872 6181 13785 93 498 789 714 21
internal_value=0 -0.00010866 0.013985 -0.00365487 -0.00232245 0.0228661 0.11173
internal_weight=0 1929.05 387.806 1541.25 1486.45 129.914 9.85979
internal_count=24953 18772 2986 15786 15288 1503 114
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=8
num_cat=0
split_feature=6 12 9 6 7 12 8
split_gain=10.0121 7.3496 7.33547 8.77813 8.20867 12.6483 19.4987
threshold=0.062591552734375014 22.500000000000004 6.6012144088745131e-05 0.0044460296630859384 0.0066890716552734384 17.500000000000004 0.38549804687500006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.024590470986638281 0.10025636365472135 0.066863137406526649 -0.014408278719835622 -0.0017270279568458336 0.018290410679062549 0.036265522101941144 -0.52035599726885462
leaf_weight=116.6342858041171 10.187585964100434 16.725641968660057 397.38319906266406 1083.9407762469491 317.32243899465539 1.4534138627350324 1.109525643289089
leaf_count=1094 5159 1571 2974 10310 3814 72 14
internal_value=0 0.000862204 0.000286591 -0.00128717 0.00242704 0.0165032 -0.20474
internal_weight=0 1934.57 1917.84 1801.21 1403.83 319.885 2.56294
internal_count=25008 19849 18278 17184 14210 3900 86
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=8
num_cat=0
split_feature=3 3 4 11 3 3 2
split_gain=33.5257 10.5174 8.80468 9.40239 16.9095 11.8571 15.5635
threshold=114.50000000000001 264.50000000000006 77.593750000000014 0.0024881362915039067 101.50000000000001 91.500000000000014 3737.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.0053177875857679186 0.091003744446253074 -0.45372283847735351 0.091517297786320381 -0.033561244405409717 0.078564417377371173 0.013979428060742878 -0.024209280509557833
leaf_weight=1202.0087383550126 43.489239674177952 0.35700380383059283 10.039803725550881 162.71602284815162 14.661488070734775 151.81083962251432 359.27379011816811
leaf_count=8062 7230 26 2861 1467 329 1576 3411
internal_value=0 0.0865647 -0.00188039 -0.00237642 -0.0242931 -0.000107114 -0.0128658
internal_weight=0 43.8462 1900.51 1890.47 177.378 1713.09 511.085
internal_count=24962 7256 17706 14845 1796 13049 4987
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=8
num_cat=0
split_feature=3 12 12 11 3 3 3
split_gain=27.931 15.494 28.2407 8.822 11.7619 9.83568 22.0699
threshold=114.50000000000001 61.500000000000007 63.500000000000007 0.0003970861434936524 102.50000000000001 101.50000000000001 95.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -5
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.03648063703915027 0.087364971433238708 -2.1180858652009222 0.1001006113071211 0.00040265140759308029 -0.16002608031230789 0.026877297197534872 -0.028631726123612866
leaf_weight=83.663275835104287 39.912927324534394 0.089746909681706621 0.15800318773835897 1377.4217722102767 3.1606667654123148 101.84710009000264 323.24054955074098
leaf_count=681 7155 10 45 11503 124 2715 2702
internal_value=0 0.0824684 -0.70533 -0.0018084 0.0293265 -0.00330813 -0.00511584
internal_weight=0 40.1607 0.24775 1889.33 86.8239 1802.51 1700.66
internal_count=24935 7210 55 17725 805 16920 14205
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=8
num_cat=0
split_feature=3 5 13 1 11 3 1
split_gain=27.7918 18.5406 13.1132 11.9776 21.1101 25.0755 29.7101
threshold=101.50000000000001 2.8997659683227542e-05 28.226779317298206 71035.500000000015 0.00069642066955566417 91.500000000000014 28530.000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.024804350557907279 0.027808260533051687 0.077620185349328089 -0.077307230030229962 -0.019515077927949376 0.0028368673953968748 0.048304068210198704 -0.045382690785201733
leaf_weight=285.43552814889699 57.173456435324624 72.386566087894607 14.976346048060803 378.66223656700458 851.11077022086829 39.536413120804355 235.29645741404966
leaf_count=1874 2590 7293 228 3143 7452 297 2116
internal_value=0 0.0418633 0.00598879 -0.00372265 0.000514341 -0.00564337 -0.0319052
internal_weight=0 144.536 72.1498 1790.04 1411.38 1125.94 274.833
internal_count=24993 10111 2818 14882 11739 9865 2413
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=8
num_cat=0
split_feature=11 12 1 11 7 9 11
split_gain=8.79159 6.70537 8.2173 15.2088 10.3448 9.63701 10.0005
threshold=0.012813568115234377 22.500000000000004 87773.000000000015 0.00057816505432128917 0.0093116760253906267 0.00059151649475097667 0.0017733573913574221
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.029623552174223453 -0.16333940182084022 0.065700575553203633 -0.01479361763953338 -0.0036641855058938549 0.032891447970833924 -0.066439751035172856 0.019832563316962926
leaf_weight=196.04487702343613 3.249316254281438 16.022318233619444 289.00754992879229 1209.47303678561 157.2608071549912 22.785470516653731 32.744907690852415
leaf_count=1813 94 1600 3278 14376 1620 164 2003
internal_value=0 0.00127961 0.000738435 0.00351225 -8.69354e-05 0.0202456 -0.0155672
internal_weight=0 1923.34 1907.32 1618.31 1422.26 212.791 55.5304
internal_count=24948 24854 23254 19976 18163 3787 2167
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=8
num_cat=0
split_feature=3 9 3 3 5 13 12
split_gain=25.8567 7.90988 8.03545 21.2598 10.7278 15.0524 9.50902
threshold=114.50000000000001 5.9694051742553718e-05 100.50000000000001 97.500000000000014 3.3587217330932624e-05 12.949999507128174 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -5
right_child=-2 2 4 6 -6 -7 -8
leaf_value=0.027173677130607039 0.082834688307786217 -0.0020672908333969507 0.037415238245465193 -0.031644398538356468 0.049623622001439022 -0.048394002686839827 -0.12207178880893982
leaf_weight=84.088206230662763 35.93528662720928 1453.2094922057586 40.956158431479707 178.99968842056114 62.469317596405745 40.813957768725231 12.436546385055406
leaf_count=691 7283 12204 804 1388 2002 395 193
internal_value=0 -0.00280012 -0.00420908 -0.00619389 0.0184221 -0.00541474 -0.0375192
internal_weight=0 1872.97 1788.89 1644.65 144.239 81.7701 191.436
internal_count=24960 17677 16986 13785 3201 1199 1581
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=8
num_cat=0
split_feature=3 11 7 4 11 3 0
split_gain=21.2443 8.40526 16.342 9.31344 9.38348 8.32738 9.88965
threshold=112.50000000000001 0.0016217231750488283 0.0066890716552734384 1.5063476562500002 0.012813568115234377 91.500000000000014 4.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.014766715254703267 0.077129808104291681 -0.023236662427199371 -0.025746949776022356 0.041245743817969305 -0.20599592432632985 -0.0086723178706549393 -0.0069631874913578563
leaf_weight=698.9397611990571 35.907130160718225 344.82691958989017 32.798993971198797 85.30140586028574 1.5628149033291254 410.01449095958378 299.05720356246457
leaf_count=4366 7621 4490 195 2131 32 3917 2216
internal_value=0 -0.000522255 -0.0121871 0.0196537 0.0367966 0.00332587 0.00825518
internal_weight=0 1872.5 464.49 119.663 86.8642 1408.01 997.997
internal_count=24968 17347 6848 2358 2163 10499 6582
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=8
num_cat=0
split_feature=4 1 11 6 7 1 13
split_gain=10.3703 10.2051 19.7024 13.8632 14.5028 11.806 11.2051
threshold=2.0556640625000004 37931.000000000007 0.0011229515075683596 0.0056343078613281259 0.0019106864929199221 17159.000000000004 27.487911252621881
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.052993664569944636 0.010298971224473709 -0.011824475957326216 0.0088060409058532511 -0.017033113726031061 0.05385439373751371 -0.060007789427651517 0.0033699769040838041
leaf_weight=107.31810465222225 762.86805624514818 734.99100333929528 37.451542575843632 70.532738416688517 48.849151915172115 74.578769381158054 78.997701857471839
leaf_count=751 14653 7432 262 451 315 552 517
internal_value=0 -0.00473109 0.00774968 -0.0117373 0.011973 -0.0370034 0.0319533
internal_weight=0 1152.72 417.728 231.412 119.382 112.03 186.316
internal_count=24933 10280 2848 1580 766 814 1268
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=8
num_cat=0
split_feature=3 2 11 3 12 11 1
split_gain=17.8939 7.94599 11.3858 13.4865 10.8418 11.1694 9.99804
threshold=114.50000000000001 9583.0000000000018 0.0029554367065429692 101.50000000000001 1.0000000180025095e-35 0.00092530250549316417 12200.000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -3 -6 -1
right_child=-2 4 3 -5 5 -7 -8
leaf_value=0.053347820141972049 0.07584280987535913 -0.010399242215504669 -0.03822657740254097 0.095402464001245843 -0.049478128842506311 -0.23983973537191067 0.0029658804629337618
leaf_weight=40.564342074096203 30.609103046415839 345.6435804089997 104.73225181573071 8.1392548788571712 15.515899533173071 3.8461161299492224 1357.9544601674424
leaf_count=237 7303 2642 2669 798 369 51 10968
internal_value=0 -0.00123649 0.00196147 -0.0285902 -0.0144784 -0.087296 0.00442724
internal_weight=0 1876.4 1511.39 112.872 365.006 19.362 1398.52
internal_count=25037 17734 14672 3467 3062 420 11205
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=8
num_cat=0
split_feature=3 3 13 5 7 12 12
split_gain=18.1926 16.6394 12.7874 11.1276 9.28381 10.3177 13.5495
threshold=100.50000000000001 98.500000000000014 27.820344987205861 5.319714546203614e-05 0.00059247016906738292 1.5000000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -6 -7
right_child=2 4 3 -5 5 6 -8
leaf_value=-0.0017002663816229717 0.042366681636003739 -0.0057330245735098288 -0.060808799500908596 0.067035075363683416 -0.048592241443845462 -0.29419507428845099 0.018074781871377222
leaf_weight=1580.2922442205017 141.71679990791017 55.680979900993407 24.828774331603199 9.3802368977339921 79.53716314479243 3.9286988673266015 2.1496790591627359
leaf_count=13261 9780 462 333 397 618 45 46
internal_value=0 -0.00463996 0.0291207 -0.0257531 -0.037518 -0.0581896 -0.183762
internal_weight=0 1721.59 175.926 34.209 141.297 85.6155 6.07838
internal_count=24942 14432 10510 730 1171 709 91
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=8
num_cat=0
split_feature=6 1 10 1 2 6 7
split_gain=8.4886 7.15402 8.11417 15.7329 7.48719 9.47845 10.6885
threshold=0.052108764648437507 174126.00000000003 1.5000000000000002 179471.50000000003 6473.5000000000009 0.013843536376953127 0.0079078674316406267
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.0055319848492949653 0.08437801801276397 -0.026362676754001297 -0.6169998261589118 -0.086962944534662565 -0.0129436919254388 0.0070927596874836591 0.099862925780762155
leaf_weight=1182.0508360848762 11.944571239582727 40.050383608788252 0.6712091313675036 3.3724361257627606 556.97762371611316 90.395021616481245 14.397072587860746
leaf_count=12155 6167 399 28 158 4629 1144 332
internal_value=0 -0.00018796 -0.0399942 -0.174993 0.000763992 -0.00775257 0.0198385
internal_weight=0 1887.91 44.094 4.04365 1843.82 661.77 104.792
internal_count=25012 18845 585 186 18260 6105 1476
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=8
num_cat=0
split_feature=3 12 3 6 11 1 2
split_gain=14.1724 8.00208 7.19656 13.9783 6.45664 11.7291 14.2896
threshold=114.50000000000001 22.500000000000004 55.500000000000007 0.0099449157714843767 0.0010895729064941408 37931.000000000007 3146.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.10610628488929377 0.072395741667972899 0.10206758670806251 0.10320348525924486 -0.62621346231199748 -0.0070154113399545836 -0.0016668451411573329 0.016614919230281751
leaf_weight=19.376456574071199 27.172878332843538 0.73254623916000017 11.407993195985908 0.41120058065280318 891.23471320193494 714.15974214614835 225.35257733613253
leaf_count=136 7266 43 668 18 10109 5300 1391
internal_value=0 -0.00034793 0.0792268 -0.159876 -0.000887804 0.00480747 0.0237006
internal_weight=0 1862.68 12.5517 1.14375 1850.12 958.889 244.729
internal_count=24931 17665 729 61 16936 6827 1527
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=8
num_cat=0
split_feature=9 5 7 1 1 2 9
split_gain=9.0023 11.2209 12.5993 10.9789 9.6695 10.5665 9.60127
threshold=0.00012940168380737307 1.6421079635620121e-05 0.00040352344512939459 13600.000000000002 49372.500000000007 4073.5000000000005 0.00065588951110839855
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.062438265604154088 0.031971497138293219 -0.023814224221105906 0.0083471738407877513 -0.017820898639586837 -0.0046214191288643921 0.01287455080622988 -0.08402358956796907
leaf_weight=51.899200659943745 42.74006662517786 152.05451949860435 612.35424698761199 490.11618883290794 271.55710567801725 251.21981535688974 22.931430521886796
leaf_count=538 261 1655 12958 4132 3281 1922 174
internal_value=0 -0.00591146 0.00194968 -0.0167234 0.00908317 0.0213608 -0.02078
internal_weight=0 1320.2 764.409 555.788 574.676 303.119 513.048
internal_count=24921 19180 14613 4567 5741 2460 4306
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=8
num_cat=0
split_feature=3 3 9 0 0 3 13
split_gain=12.517 9.10309 15.1626 6.16316 10.1295 8.97591 6.8425
threshold=125.50000000000001 213.50000000000003 0.00015980005264282229 4.5000000000000009 2.5000000000000004 104.50000000000001 7.4078329589967327
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 -7
right_child=1 2 -4 5 -6 6 -8
leaf_value=-0.0074140710038327054 0.10152092856191285 -0.73383268643858779 0.10101660292496713 -0.012689345694582049 0.0099769962052899085 0.093839314730098558 -0.1114641483092233
leaf_weight=557.22273373504868 16.616793993045579 0.35458170343190332 0.56180180283263326 453.7772195833968 839.48282904271036 12.588173806143457 1.8633994671981771
leaf_count=4330 5010 6 209 4077 9898 1189 287
internal_value=0 0.0845983 -0.222174 -0.000289745 0.00303874 -0.0102185 0.0673649
internal_weight=0 17.5332 0.916384 1864.93 1396.71 468.229 14.4516
internal_count=25006 5225 215 19781 14228 5553 1476
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=8
num_cat=0
split_feature=3 12 4 1 1 3 2
split_gain=13.6704 8.22371 6.6269 12.7065 6.61019 15.3394 16.7773
threshold=125.50000000000001 22.500000000000004 35.703125000000007 6778.5000000000009 21147.500000000004 68.500000000000014 2333.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.003881281692831683 0.089708696214429146 0.078682402678942331 -0.64460720559144991 0.052951278876866952 -0.0059724947395962923 -0.051950519956345358 0.080929668672518065
leaf_weight=157.90780359320343 16.227948137297062 12.402933918929191 0.26334847719408827 26.756023737660144 1602.2733141008066 11.78215408278629 49.085586340981536
leaf_count=935 5196 936 7 4764 12646 81 384
internal_value=0 -0.00247214 -0.00301681 0.0461437 -0.00374622 0.0125585 0.0552079
internal_weight=0 1860.47 1848.07 27.0194 1821.05 218.776 60.8677
internal_count=24949 19753 18817 4771 14046 1400 465
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=8
num_cat=0
split_feature=3 9 4 7 5 2 2
split_gain=13.9898 7.9636 8.16888 12.1066 11.9843 13.1289 11.6416
threshold=116.50000000000001 0.00011560320854187013 0.85717773437500011 9.7274780273437514e-05 8.6873769760131849e-05 7474.5000000000009 5138.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 -3
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.011506770176140943 0.082681198488825422 -0.0029315645818591496 -0.042213394300859304 0.0044832963906396208 0.017190437599228264 0.20642960382431363 -0.036759817670473656
leaf_weight=472.15221494412981 20.836228124564514 215.91117179673165 59.163973797811195 901.4109606097918 17.716924164677042 4.6223675049841395 192.37016368610784
leaf_count=3906 6836 1670 506 10393 105 24 1493
internal_value=0 0.000285019 -0.00352348 0.00160712 -0.0149682 0.0563501 -0.0188705
internal_weight=0 1863.35 1391.2 960.575 430.621 22.3393 408.281
internal_count=24933 18097 14191 10899 3292 129 3163
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=8
num_cat=0
split_feature=3 12 1 11 12 8 5
split_gain=10.8218 6.71545 7.31866 11.6134 9.15342 25.7919 8.95934
threshold=112.50000000000001 22.500000000000004 114457.00000000001 0.00040888786315917974 10.500000000000002 0.16375732421875003 1.4394521713256838e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=0.040328454665892785 0.067387265876345775 0.076004286524533782 -0.014861308527539667 -0.0015199706593290688 0.05704007302915666 -0.1354105633589068 -0.36013724411605258
leaf_weight=69.17933018412441 23.208177236607298 11.162084777024573 156.05166058143368 1600.5070077378768 5.7527427840977889 4.4363539116457105 2.9568165256641805
leaf_count=522 7643 712 1135 14762 149 62 40
internal_value=0 -0.00132492 -0.00179433 0.000213921 -0.0216123 -0.101748 -0.225301
internal_weight=0 1850.05 1838.88 1669.69 169.198 13.1459 7.39317
internal_count=25025 17382 16670 15284 1386 251 102
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=8
num_cat=0
split_feature=6 5 6 13 1 4 9
split_gain=6.06469 8.13708 10.7909 33.8846 29.9281 5.92008 5.25821
threshold=0.062591552734375014 0.00079464912414550792 0.052108764648437507 18.461921947288101 30187.000000000004 24.414062500000004 0.00056290626525878917
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -4 -1
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=0.0014890383686643447 0.10027850031581641 -2.0797441953179101 -0.5623383942062975 -0.069814371039788631 -0.35020678231936436 0.10041324720669212 -0.02130854395416425
leaf_weight=1762.7468568958575 6.0401452372316262 0.18304156535305027 0.15007650735788036 1.1394327047746626 0.22055465501034632 1.2945957814226856 107.33197579614352
leaf_count=17230 5210 20 13 120 24 489 1933
internal_value=0 -8.28829e-05 -0.164972 -0.34883 -1.13577 0.0314381 0.000180579
internal_weight=0 1873.07 2.9877 1.54303 0.403596 1.44467 1870.08
internal_count=25039 19829 666 164 44 502 19163
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=8
num_cat=0
split_feature=3 3 4 11 2 4 3
split_gain=8.13352 7.70599 8.43552 5.58408 6.45447 11.6461 11.836
threshold=125.50000000000001 213.50000000000003 2.2216796875000004 0.00038588047027587896 6381.5000000000009 5.1074218750000009 79.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=0.025670942439821987 0.10109925514579841 -0.47563931874728366 0.10248687823857752 0.0028903444827776798 -0.016238932280419296 0.051064304347809689 -0.014716927272428269
leaf_weight=79.24992077157367 12.054728589806471 0.50432425364851841 0.50463023915654048 1171.1495951157704 501.68384058494121 57.432910084957257 52.225077064795187
leaf_count=814 4991 5 217 12847 3807 904 1344
internal_value=0 0.0788781 -0.186551 -0.00030249 -0.00145728 -0.00978605 0.0197357
internal_weight=0 13.0637 1.00895 1861.74 1782.49 611.342 109.658
internal_count=24929 5213 222 19716 18902 6055 2248
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=8
num_cat=1
split_feature=2 6 4 7 9 15 6
split_gain=6.07814 8.83255 9.61371 8.06257 6.29688 10.1691 10.0664
threshold=11414.500000000002 0.0096931457519531267 0.20733642578125003 0.0073223114013671884 0.00012761354446411136 0 0.011753082275390627
decision_type=2 2 2 2 2 1 2
left_child=4 -2 -3 -4 5 6 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.015883299954533581 -0.023464317386851237 0.20066129715018405 -0.0021211978261003106 0.12022969051247895 -0.0012276139615963967 0.049064676270595325 -0.021231140026150386
leaf_weight=279.1695448178798 206.09177473606542 2.8323352356674141 47.823974176339107 6.0690769220527718 1184.5527021905 56.204205987800378 98.990367965074256
leaf_count=1475 1681 20 905 307 17482 2596 519
internal_value=0 -0.0138465 0.0210961 0.0116578 0.00254898 0.0128481 0.00600898
internal_weight=0 262.817 56.7254 53.8931 1618.92 434.364 378.16
internal_count=24985 2913 1232 1212 22072 4590 1994
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=8
num_cat=0
split_feature=3 3 1 2 1 2 8
split_gain=10.4264 9.92378 6.90382 6.88589 10.2322 7.20706 7.23623
threshold=100.50000000000001 98.500000000000014 29223.500000000004 9269.5000000000018 40771.000000000007 9807.0000000000018 0.23712158203125003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6
right_child=3 2 -4 4 5 -7 -8
leaf_value=0.00023456450494765982 0.034826424524784676 0.036182476424655934 -0.034932243530858907 -0.11081094768017384 -0.091649105049334934 0.033458333559484514 -0.65824997091439696
leaf_weight=1572.8858143785037 129.28789546358166 15.289582040510139 127.36901187233161 8.5231647511827742 1.6742254119890301 21.716068494308274 0.26014743317500677
leaf_count=13282 8859 109 1092 119 142 1363 23
internal_value=0 -0.00205598 -0.0273103 0.0245246 -0.0168728 0.0169817 -0.167961
internal_weight=0 1715.54 142.659 161.462 32.1736 23.6504 1.93437
internal_count=24989 14483 1201 10506 1647 1528 165
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=8
num_cat=0
split_feature=3 3 5 3 7 9 3
split_gain=7.21977 6.39458 6.45062 6.31626 5.56001 6.91413 5.40498
threshold=125.50000000000001 27.500000000000004 1.4901161193847659e-07 213.50000000000003 0.035140991210937507 0.00060677528381347667 214.50000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.018718377269494765 0.10099302942115213 -0.049216932629717658 -0.0027539728939027903 -0.82478999886817206 0.099576354519388705 -0.070034398063708911 -0.077240205912529447
leaf_weight=140.45842997659929 10.568345252366269 30.425392507808283 1667.4058403963863 0.10654389928094943 7.8366448477609074 9.3622769400244561 1.0165787328442091
leaf_count=794 4985 244 18455 11 50 180 212
internal_value=0 -0.0017977 -0.00358661 0.077031 0.0174672 0.013172 -0.148402
internal_weight=0 1855.49 1697.83 11.6915 157.657 149.821 1.12312
internal_count=24931 19723 18699 5208 1024 974 223
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=8
num_cat=0
split_feature=4 5 6 11 4 5 13
split_gain=5.34144 11.4996 9.90606 6.64267 7.32625 9.03334 8.71435
threshold=14.292968750000002 0.00010994076728820802 0.026573181152343753 0.0010895729064941408 0.68237304687500011 6.3925981521606459e-05 4.9746432340907081
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=0.0055034083393109808 0.059153066077191285 -0.055571295116158805 0.026493019331396157 -0.030340691782389691 -0.030635759342217281 0.033755138005517132 0.0040691654301879916
leaf_weight=967.28612311457982 48.37589844444301 24.359726391616277 37.128181323496392 186.53659580100793 84.810188749921508 24.926006373018026 492.5461691179662
leaf_count=9424 618 458 8400 1589 809 163 3567
internal_value=0 0.0226783 -0.00601854 -5.06052e-05 -0.0068612 -0.0227854 -0.00102879
internal_weight=0 109.864 61.4879 1756.11 788.819 211.463 577.356
internal_count=25028 9476 8858 15552 6128 1752 4376
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=8
num_cat=0
split_feature=3 0 4 8 4 8 3
split_gain=7.47579 4.72285 7.32026 8.78161 9.54702 7.22372 7.13467
threshold=125.50000000000001 4.5000000000000009 3.6962890625000004 0.19915771484375003 4.1777343750000009 0.36242675781250006 102.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -6
right_child=-2 2 3 5 6 -7 -8
leaf_value=0.0023592915875441803 0.083913379370459534 -0.015495508814874576 0.11661065019531787 0.085505190664579844 -0.036605913773355335 -0.0068819112865208809 0.091343922991086707
leaf_weight=1391.8751699964923 10.537247480009681 373.01757003029343 5.380834095645695 24.348887892439961 43.537894160137512 12.971868154796537 4.8424670924141529
leaf_count=14178 5225 3566 56 658 604 213 473
internal_value=0 -0.00055358 -0.00928954 0.0161263 -0.00974452 0.0533936 -0.0237985
internal_weight=0 1855.97 464.1 91.082 53.7612 37.3208 48.3804
internal_count=24973 19748 5570 2004 1133 871 1077
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=8
num_cat=0
split_feature=11 2 3 9 1 4 6
split_gain=6.91512 11.4613 14.0375 8.36139 9.4429 8.32972 7.80051
threshold=0.0031213760375976567 4041.5000000000005 71.500000000000014 0.00064682960510253917 31992.500000000004 0.65991210937500011 0.0088996887207031267
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -4 -5
right_child=1 2 5 6 -6 -7 -8
leaf_value=0.017504233819793161 -0.04519186546781457 -0.051503106852299009 -0.053385405578455149 -0.074443111655925806 0.00039925131799000243 0.11711556882540636 0.018504607846525009
leaf_weight=431.05270311638014 71.380658643261995 13.1556494490942 3.5571383254136917 25.688748951070011 1284.497396379491 14.728354643390047 13.922292476403525
leaf_count=3083 2573 785 52 188 14631 3089 521
internal_value=0 -0.0230337 0.0272716 0.0036483 0.00469709 0.0839468 -0.0417743
internal_weight=0 102.822 31.4411 1755.16 1715.55 18.2855 39.611
internal_count=24922 6499 3926 18423 17714 3141 709
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=8
num_cat=0
split_feature=3 11 8 9 9 9 8
split_gain=6.41466 6.07858 9.80128 10.1527 8.63908 6.90741 10.1951
threshold=125.50000000000001 0.0015540122985839846 0.080841064453125014 0.00017637014389038089 0.00029742717742919927 0.00047433376312255865 0.28063964843750006
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.0051427947339656522 0.081908769219865715 0.024079685607747592 0.0046160899979493537 -0.054445007028382279 -0.013349105927398392 -0.081744388049487401 0.0070587064483339504
leaf_weight=1309.0409705036436 9.6729840760672214 37.863414290826768 251.89445862197317 94.766951576340944 111.14891571397311 23.006554869760294 29.510781462071463
leaf_count=10962 5204 286 5756 699 1700 170 222
internal_value=0 0.00026433 -0.00921741 -0.0235114 -0.0322624 0.00371615 -0.031844
internal_weight=0 1857.23 495.674 243.779 205.916 1361.56 52.5173
internal_count=24999 19795 8441 2685 2399 11354 392
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=8
num_cat=0
split_feature=1 2 0 12 9 13 0
split_gain=5.67261 10.6384 6.94705 13.0038 15.8816 12.7641 6.94034
threshold=13600.000000000002 2117.5000000000005 2.5000000000000004 5.5000000000000009 9.5039606094360365e-05 24.49041732241724 3.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -4
right_child=2 -3 6 4 5 -7 -8
leaf_value=-0.093092212496333551 -0.012622538969284709 0.031291326984895562 0.0087613185356741827 0.022504106730900919 -0.1741008582778113 -0.78161991889553639 -0.0059966873658771173
leaf_weight=7.459147324145305 468.83857583218196 87.935290825698758 555.59789778779668 1.2548067641910159 0.71377575024962403 0.67107354127801955 747.21991654255544
leaf_count=62 3730 837 8179 105 23 19 12119
internal_value=0 0.0215651 -0.00346724 -0.0138688 -0.235185 -0.468624 0.000296989
internal_weight=0 95.3944 1774.3 471.478 2.63966 1.38485 1302.82
internal_count=25074 899 24175 3877 147 42 20298
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=8
num_cat=0
split_feature=3 11 3 0 10 1 11
split_gain=8.9848 10.2652 11.9324 7.82561 6.84155 6.67307 6.00074
threshold=100.50000000000001 0.0003970861434936524 98.500000000000014 11.500000000000002 1.5000000000000002 14246.500000000002 0.0027189254760742192
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 -3
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=0.031848527885985266 0.022526114805927672 5.8529003910502918e-05 0.055809551849494536 -0.052463099137561565 0.042636429241581814 -0.039173616889826318 -0.024049659795088905
leaf_weight=82.365521448198706 155.51649818393344 1307.6832214425085 7.8737522134324527 29.876691063051112 35.440728587564081 121.97127931448631 112.09669913345715
leaf_count=671 10534 8782 56 221 668 1073 2953
internal_value=0 -0.0025871 -0.0043434 -0.00180171 -0.000761581 -0.0334137 -0.0018449
internal_weight=0 1697.31 1614.94 1485.1 1455.22 129.845 1419.78
internal_count=24958 14424 13753 12624 12403 1129 11735
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=8
num_cat=0
split_feature=8 6 11 11 8 12 13
split_gain=5.75133 14.553 9.95374 6.01172 5.78286 8.83702 12.168
threshold=0.24603271484375003 0.016197204589843753 0.00073266029357910167 0.00093436241149902355 0.18963623046875003 4.5000000000000009 45.52628379793628
decision_type=2 2 2 2 2 2 2
left_child=2 3 4 -2 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.0090690392417345275 -0.015185944814830786 0.074920515905570362 -0.0077197196545868282 0.023027361054242607 -0.030905624350722718 0.078938878410945337 -0.56918276559515191
leaf_weight=413.35537677962566 86.873835287173279 33.825639690403477 1184.4242932499328 78.251229079149198 32.98477646172978 24.007745785696901 0.29285093164071341
leaf_count=2301 786 2037 16762 569 348 2175 13
internal_value=0 0.0151641 -0.00283121 0.00292297 0.00947131 0.0125144 0.0711197
internal_weight=0 198.951 1655.07 165.125 470.641 437.656 24.3006
internal_count=24991 3392 21599 1355 4837 4489 2188
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=8
num_cat=0
split_feature=11 8 9 9 8 4 8
split_gain=6.36869 7.75268 7.0603 6.69299 7.17244 6.18273 5.97858
threshold=0.0016217231750488283 0.13189697265625003 0.00013512372970581057 0.00047433376312255865 0.28063964843750006 3.8466796875000004 0.019050598144531253
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6 -4
right_child=1 -3 6 4 5 -7 -8
leaf_value=0.0059111831143890646 0.070589111238102895 0.0099906972991311918 -0.055323796764871702 -0.069780583222995449 -0.026186193049697444 0.071054130450004957 -0.014958732170259404
leaf_weight=1336.3073742476699 8.7067367514828202 143.4936046959192 42.858503007431864 24.616421872400679 22.399697962915528 9.2337374702910875 255.07773477528826
leaf_count=12994 87 5982 475 207 190 97 4894
internal_value=0 -0.00919392 -0.0181714 0.00448881 -0.0293017 0.00219841 -0.0207654
internal_weight=0 450.137 306.643 1392.56 56.2499 31.6334 297.936
internal_count=24926 11438 5456 13488 494 287 5369
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=8
num_cat=0
split_feature=2 1 11 8 3 1 1
split_gain=5.473 9.90684 7.92949 9.84245 9.29793 7.7584 9.4371
threshold=2854.5000000000005 9889.5000000000018 0.0029172897338867192 0.29479980468750006 93.500000000000014 6778.5000000000009 24350.500000000004
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.017725866465141269 0.076351876413694481 -0.0030196216369046038 -0.12643520036865472 0.1952155218901743 -0.19821804216715824 0.027317931858640954 -0.07227082507864889
leaf_weight=304.55375378204917 15.894621944345998 1475.2724900650064 8.1925573465414328 3.3280722504714495 0.73263746240991157 20.37043528490176 17.855131283678929
leaf_count=3257 182 20099 64 63 111 293 847
internal_value=0 -0.00217357 0.0116415 -0.0250667 0.124219 -0.0381274 -0.0192
internal_weight=0 1491.17 355.033 50.4788 4.06071 46.4181 38.2256
internal_count=24916 20281 4635 1378 174 1204 1140
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=8
num_cat=0
split_feature=4 5 7 7 5 5 4
split_gain=5.02392 17.0888 9.3346 7.84326 13.9443 14.3816 17.0334
threshold=9.2500000000000018 6.9946050643920912e-05 0.0091590881347656267 0.0044994354248046884 0.00023728609085083011 0.00017994642257690432 34.390625000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.0022833281998018485 0.050230182898042347 -0.0074019184828776306 0.052928476779669033 -0.081986661616189213 0.037603326699032831 -0.17526632116031501 -0.70431026090320803
leaf_weight=1652.9616458032979 80.048436271492392 76.667698581659351 19.824338147911476 11.192901590431577 7.1671234531240762 2.0716913531941823 0.86159951874287788
leaf_count=14694 711 4409 2809 226 2028 56 49
internal_value=0 0.014579 -0.00964998 -0.0223142 -0.0760052 -0.133646 -0.330732
internal_weight=0 197.834 117.785 97.961 21.2933 14.1262 2.93329
internal_count=24982 10288 9577 6768 2359 331 105
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=8
num_cat=0
split_feature=4 9 1 4 9 10 13
split_gain=5.79659 5.18424 4.52652 6.16135 5.91423 5.58417 5.14737
threshold=85.281250000000014 0.00067543983459472667 114457.00000000001 11.816406250000002 0.0003455877304077149 1.5000000000000002 9.2906344307849835
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.0022153961314629609 0.088442941463855618 -0.02857426768884094 -0.011726043207720341 0.11369812657287096 -0.087469349077278769 0.079104735975001991 0.0064833176088341772
leaf_weight=1563.0812146929675 7.5285890149825709 59.271134161230293 158.55314453935716 3.7051502908725515 11.025397949968463 18.324459289491642 20.883050961332629
leaf_count=14345 4979 1149 1724 384 119 1119 1034
internal_value=0 0.000518773 0.00148995 -0.0138634 -0.0166508 0.00315039 0.040425
internal_weight=0 1834.84 1775.57 173.284 169.579 1602.29 39.2075
internal_count=24853 19874 18725 2227 1843 16498 2153
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=8
num_cat=0
split_feature=11 1 11 4 2 2 1
split_gain=6.22911 6.29187 11.2674 11.2044 8.41126 7.14535 12.6165
threshold=0.012813568115234377 88746.500000000015 0.00073266029357910167 12.472656250000002 3074.5000000000005 5203.5000000000009 52490.500000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -4 -7
right_child=-2 3 5 -5 -6 6 -8
leaf_value=0.10269785807094417 -0.14919975082312728 -0.017529539722265577 0.0036827994683996399 0.101538104487289 0.014719378800384387 -0.020098148903371651 0.02167890151417326
leaf_weight=11.203370559727771 2.8128366315650046 272.37997624056879 723.16234102325689 8.1389744599146052 361.55908080009976 380.37880531490373 89.24802382690541
leaf_count=162 95 2842 10374 1163 3592 4187 2536
internal_value=0 -0.00028306 0.00218817 -0.0140748 0.0173637 -0.00255438 -0.0121588
internal_weight=0 1846.07 1565.55 280.519 372.762 1192.79 469.627
internal_count=24951 24856 20851 4005 3754 17097 6723
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=8
num_cat=0
split_feature=4 9 3 1 5 4 8
split_gain=5.98893 6.58094 5.92558 6.40819 9.40363 10.8759 6.51409
threshold=36.859375000000007 0.0015721321105957033 68.500000000000014 36421.000000000007 0.00014144182205200198 85.281250000000014 0.17755126953125003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=-0.0023525656510769064 0.1127393724467799 -0.18293038360908886 0.09006588207742626 0.10473246095704572 -0.26610266661389204 0.058654623382562956 0.10205005478634738
leaf_weight=1812.9502733622503 2.5013818237930554 2.0200640782713881 13.984764648965209 3.7575392802245906 3.4686871638987213 2.2686715779127553 0.55769576353486616
leaf_count=17474 31 14 6035 628 145 552 54
internal_value=0 -0.00255359 0.0452966 -0.00457584 -0.0512715 -0.116446 -0.215104
internal_weight=0 1814.97 26.5387 12.554 8.79644 6.29505 4.02638
internal_count=24933 17488 7445 1410 782 751 199
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=8
num_cat=0
split_feature=3 11 11 13 4 13 11
split_gain=5.28656 8.01799 10.1219 8.40931 6.78339 6.3229 6.78099
threshold=101.50000000000001 0.0025625228881835942 0.0022096633911132817 26.709846593477121 0.30017089843750006 21.095466767698223 0.0003970861434936524
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.0014130364380794914 -0.12636009770052556 0.093183936027106881 -0.11608371042005049 0.082902928605837214 -0.080123368745857626 0.14492028147249092 0.032456582753237297
leaf_weight=1736.2311507128761 2.8030386546743093 13.590972653997595 5.8735641965031382 3.2055259596090755 12.519119612115899 4.7787524439190738 65.562239219623734
leaf_count=14885 265 4328 479 93 260 286 4423
internal_value=0 0.0213562 0.011052 0.0194552 -0.0468884 0.0337181 0.0259443
internal_weight=0 108.333 94.7422 88.8687 15.7246 73.144 68.3653
internal_count=25019 10134 5806 5327 353 4974 4688
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=8
num_cat=0
split_feature=1 3 4 1 4 4 3
split_gain=4.97694 16.1189 10.3995 8.93578 6.86035 6.42041 6.21049
threshold=22353.500000000004 68.500000000000014 10.230468750000002 6778.5000000000009 0.040145874023437507 48.859375000000007 66.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -2
right_child=5 3 -4 4 -6 -7 -8
leaf_value=0.0061281661506684222 0.0052008206794963603 -0.032783665446272876 -0.068507397710567186 -0.092091890418653108 0.076880957751487941 0.070122079522453501 -0.0076740281458315268
leaf_weight=165.16065769642591 610.04272549273446 9.9954982839990389 21.047884740226436 2.5110113086411721 55.583593452582136 12.197896944846432 971.03129531627928
leaf_count=969 3899 81 385 28 1087 5991 12526
internal_value=0 0.012916 -0.00230828 0.0545504 0.0695769 -0.0021488 -0.00270638
internal_weight=0 254.299 186.209 68.0901 58.0946 1593.27 1581.07
internal_count=24966 2550 1354 1196 1115 22416 16425
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=8
num_cat=0
split_feature=0 4 2 5 12 2 12
split_gain=4.76655 12.7242 6.80845 6.45508 9.83384 7.79037 7.0216
threshold=3.5000000000000004 11.816406250000002 5296.5000000000009 9.0152025222778334e-05 3.5000000000000004 4828.5000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0050537812548643235 -0.0044387692158051432 0.025229923860089595 0.11946717653591353 -0.025543581911315602 -0.1544676767087716 -0.020829658822905748 0.027157091420517317
leaf_weight=1107.4884656168069 329.27861462358851 30.095349220180651 10.287070477919768 46.362165981379803 6.781516609597019 222.96144989074674 89.440299605834298
leaf_count=12920 1933 3056 1598 397 149 2510 2448
internal_value=0 -0.00533236 0.049237 -0.0085039 -0.0419962 -0.00573005 0.00231026
internal_weight=0 735.206 40.3824 694.824 53.1437 641.68 418.719
internal_count=25011 12091 4654 7437 546 6891 4381
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=8
num_cat=0
split_feature=11 8 2 5 13 8 0
split_gain=6.95647 9.19608 7.23355 11.525 6.80315 9.56532 6.30437
threshold=0.0016217231750488283 0.019050598144531253 3240.5000000000005 7.2568655014038099e-05 23.661657052601154 0.14666748046875003 4.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 6 -3 -6 -1
right_child=1 4 -4 -5 5 -7 -8
leaf_value=0.042651277667680447 -0.054136410404511559 -0.014491459816633518 -0.00070937747220705099 -0.043274216642686818 0.0010568898243317551 0.078847788992642748 0.010575471999407761
leaf_weight=105.86520179151557 45.281329402234405 296.04854517238709 1115.3605861788965 28.255325714097125 90.096989571247832 19.169592666599783 145.48161183076445
leaf_count=929 502 9224 10575 476 1210 503 1603
internal_value=0 -0.0113956 0.00289605 0.0172785 -0.00662062 0.0147047 0.0240856
internal_weight=0 450.596 1394.96 279.602 405.315 109.267 251.347
internal_count=25022 11439 13583 3008 10937 1713 2532
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=8
num_cat=0
split_feature=2 9 12 5 13 9 3
split_gain=6.00366 5.93868 9.2434 12.2189 11.4934 15.9753 8.60696
threshold=11414.500000000002 0.00015980005264282229 1.5000000000000002 6.3925981521606459e-05 30.811259195042243 9.5039606094360365e-05 109.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -3
right_child=-2 6 3 -5 5 -7 -8
leaf_value=0.0068066782337935705 -0.013706517414571733 -0.0030545663961052028 0.068480919657621847 -0.13776501133633365 0.10194568884906779 -0.88998871261346846 0.07867081748110262
leaf_weight=554.23641092336038 254.46939498710708 969.17861001237179 48.865533441479784 3.2319189977715714 0.35337791062192891 0.29989099828526378 13.059818833484313
leaf_count=3070 2899 9861 2985 188 48 5 5955
internal_value=0 0.00283753 0.0106138 0.0506136 0.0629094 -0.353647 -0.00196791
internal_weight=0 1589.23 606.987 52.7507 49.5188 0.653269 982.238
internal_count=25011 22112 6296 3226 3038 53 15816
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=8
num_cat=0
split_feature=11 1 11 1 13 3 3
split_gain=5.32484 5.15111 6.13154 6.25346 11.5757 5.37541 5.39917
threshold=0.012813568115234377 114457.00000000001 0.00079751014709472667 51986.500000000007 7.1295736664915355 125.50000000000001 93.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -4
right_child=-2 -3 5 4 -6 -7 -8
leaf_value=0.021324803157496297 -0.14382899171789931 -0.016000456312889388 0.0016303319246859457 0.027393145993892584 -0.01942642870035512 0.10085055397157378 -0.01411476423782735
leaf_weight=279.37517390598077 2.562390295075601 173.16324473338318 872.52499964204617 86.586930319084786 135.35645116481464 5.0737709346358306 290.23317454983771
leaf_count=2316 89 2400 7941 1043 1715 3974 5537
internal_value=0 0.000416317 0.00211945 0.0113701 -0.00116064 -0.00185158 -0.00229976
internal_weight=0 1842.31 1669.15 501.319 221.943 1167.83 1162.76
internal_count=25015 24926 22526 5074 2758 17452 13478
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=8
num_cat=0
split_feature=4 12 0 11 2 7 11
split_gain=4.44839 4.20631 4.0283 10.8822 9.34859 9.29498 6.90252
threshold=85.281250000000014 22.500000000000004 3.5000000000000004 0.0011467933654785158 4955.5000000000009 0.0009105205535888673 0.00042855739593505865
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -6
right_child=-2 -3 -4 5 6 -7 -8
leaf_value=0.043310593103405341 0.085494889527594195 0.060460995202949432 -0.0062764477827409225 -0.021831331118156938 0.04058787569986385 0.0042148966211354288 0.0029785735846848283
leaf_weight=88.47502020187676 6.0952646138393893 11.4069638307119 718.84823937391047 229.11819375224877 55.823362201859709 340.82180500376853 387.83994759392226
leaf_count=777 4988 1581 8513 1909 552 3781 2844
internal_value=0 -7.34766e-05 -0.000452702 0.00334593 0.0136297 -0.00625579 0.00771075
internal_weight=0 1832.33 1820.93 1102.08 532.138 569.94 443.663
internal_count=24945 19957 18376 9863 4173 5690 3396
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=8
num_cat=0
split_feature=12 3 3 4 1 6 12
split_gain=5.81871 6.02122 4.74812 4.43441 12.9049 14.6341 10.4618
threshold=22.500000000000004 32.500000000000007 125.50000000000001 0.88305664062500011 75778.500000000015 0.020179748535156253 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.0055366047954037365 -0.54640305410477163 0.083537944586684079 0.085698074320545534 0.0025092744067185153 -0.032188220795609492 -0.21439268953230123 0.04796078665395126
leaf_weight=543.12426273152232 0.15367029421031375 10.188552274819811 6.2857067831064333 1121.3718529800244 98.165860431618057 4.6149790380150071 39.192132964381017
leaf_count=3368 6 1577 4520 13381 765 29 1290
internal_value=0 0.0741587 -0.00106143 -0.00136334 -0.00770206 -0.0403702 -0.00193599
internal_weight=0 10.3422 1812.75 1806.47 685.097 102.781 582.316
internal_count=24936 1583 23353 18833 5452 794 4658
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=8
num_cat=0
split_feature=4 3 2 8 11 11 11
split_gain=4.81795 6.03775 12.8186 26.6571 5.12118 5.28524 5.65664
threshold=43.203125000000007 40.500000000000007 2457.5000000000005 0.077301025390625014 0.012813568115234377 0.0075321197509765634 0.0031213760375976567
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-4.3511599149426847e-05 -1.4452566568866843 0.081804346407228112 0.03372447744820091 -0.078278418532493829 -0.15004109602009147 0.089871219549363959 -0.027542422335704704
leaf_weight=1726.4697320357081 0.19265360245481433 13.763875753669707 2.7646074168151245 0.54697361611761153 2.3053610958158961 6.3896759520284823 78.191982809294132
leaf_count=17050 11 6624 344 54 21 76 825
internal_value=0 0.0519685 -0.0652155 -0.434879 -0.00110315 -0.000913529 -0.00123499
internal_weight=0 17.2681 3.50423 0.739627 1813.36 1811.05 1804.66
internal_count=25005 7033 409 65 17972 17951 17875
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=8
num_cat=0
split_feature=1 10 4 13 11 9 10
split_gain=4.35888 6.8264 6.28199 5.74515 5.31677 4.43045 5.77901
threshold=174126.00000000003 1.5000000000000002 0.65991210937500011 2.3852046950631949 0.00038588047027587896 4.848837852478028e-05 4.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 -3
right_child=2 5 -4 -5 -6 -7 -8
leaf_value=0.026312674133558735 -0.064045189343927209 0.10105256206388505 -0.01893485452953016 -0.2986805865963586 -0.0021999564175771472 0.039517045262601525 -0.36816776413045327
leaf_weight=68.061248308164068 3.1370970680145538 0.46091793244704493 34.719314086119994 1.5636241914471609 1671.9487048062656 51.881006962888932 0.60889595368644223
leaf_count=605 45 104 605 27 20855 2681 30
internal_value=0 -8.26574e-06 -0.0336245 -0.142111 -0.00108466 0.0353628 -0.166039
internal_weight=0 1792.96 39.42 4.70072 1740.01 52.9508 1.06981
internal_count=24952 24275 677 72 21460 2815 134
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=8
num_cat=0
split_feature=1 1 3 11 4 4 5
split_gain=4.35489 7.14429 8.18146 5.17518 5.61631 5.08087 4.88527
threshold=6778.5000000000009 9889.5000000000018 60.500000000000007 0.0017142295837402346 0.36413574218750006 11.261718750000002 6.7800283432006849e-05
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 -3 6 -1 -5
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.025550063014751767 0.0061822492412585547 0.0021177226564494467 0.11817724991331711 -0.058033286624490012 -0.0064645487083574279 -0.17716871909507279 0.02843593743693533
leaf_weight=10.727097528288139 16.263419641996737 1427.1498928124638 10.890564651737803 39.074756356654689 311.69573409480654 2.7835065624676636 7.8453731499612323
leaf_count=95 107 13912 199 383 10192 18 52
internal_value=0 0.000193273 0.0511009 -0.000580825 -0.01132 -0.0567914 -0.0435748
internal_weight=0 1812.92 27.154 1785.77 358.616 13.5106 46.9201
internal_count=24958 24845 306 24539 10627 113 435
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=8
num_cat=0
split_feature=6 1 3 1 3 1 12
split_gain=6.31864 7.07721 5.30674 7.07508 5.5139 8.25104 4.6369
threshold=0.0043392181396484384 37931.000000000007 105.50000000000001 16143.500000000002 95.500000000000014 27853.500000000004 13.500000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -3
right_child=-2 6 3 -5 5 -7 -8
leaf_value=-0.0010244040041879916 0.0051466480879153358 -0.025909571531211872 -0.28199010933549967 0.024301722945029934 0.096831801812406665 -0.01355844782773713 0.070257718199095973
leaf_weight=188.42754457704723 1429.2975251406315 182.07522665290162 1.504484873323235 1.5116306968848219 15.00750530511141 12.336458878591655 5.1554806817730414
leaf_count=1250 21479 1462 74 60 97 128 460
internal_value=0 -0.00898955 0.00322379 -0.128495 0.00506524 0.0470286 -0.0232614
internal_weight=0 406.018 218.788 3.01612 215.772 27.344 187.231
internal_count=25010 3531 1609 134 1475 225 1922
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=8
num_cat=0
split_feature=7 6 12 2 11 11 2
split_gain=4.16686 9.18325 7.64097 15.5879 8.28093 5.99303 6.07797
threshold=0.0066890716552734384 0.012042999267578127 1.5000000000000002 6772.5000000000009 0.0025243759155273442 0.00062918663024902355 12251.500000000002
decision_type=2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.0093334998843739164 -0.0015165726486714567 0.054071959421189031 -0.0060061316571029949 -0.39476808398379065 -0.015848548335443462 -0.0041024021755132131 -0.030245613356625036
leaf_weight=310.70486139302375 264.26068819401553 84.925104561727494 8.9224323812813946 1.1658321006107133 21.158016940062225 1040.422644646329 97.239637846345431
leaf_count=3336 2121 1457 285 36 3005 13484 1273
internal_value=0 0.00878474 0.0322176 -0.0509457 0.0401264 -0.00297532 -0.00633696
internal_weight=0 380.432 116.171 10.0883 106.083 1448.37 1137.66
internal_count=24997 6904 4783 321 4462 18093 14757
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=8
num_cat=0
split_feature=12 4 11 2 7 12 6
split_gain=4.7332 4.36183 7.14712 8.15529 8.1714 6.95939 6.79908
threshold=22.500000000000004 0.68237304687500011 0.00073266029357910167 4955.5000000000009 0.0056018829345703134 1.5000000000000002 0.022209167480468753
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.0064041726386159853 0.071358918436909446 0.0035385409617871783 -0.00641837862865028 -0.041464411204501672 0.020833128174957641 0.098058950379004306 -0.18022028887703467
leaf_weight=234.22867609531386 9.3992453830724099 1243.055358107049 160.3222241695039 140.9483932161238 24.752188509446569 10.402236580441237 0.95858117938041765
leaf_count=1967 1587 18494 1030 1232 174 475 8
internal_value=0 0.000213923 -0.00701594 -0.0163329 -0.0321584 -0.00105872 0.0745735
internal_weight=0 1814.67 571.612 337.384 165.701 171.683 11.3608
internal_count=24967 23380 4886 2919 1406 1513 483
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=8
num_cat=0
split_feature=1 3 1 11 11 6 6
split_gain=3.97733 9.35355 7.66006 8.72415 5.21943 8.67928 13.5802
threshold=13600.000000000002 69.500000000000014 6778.5000000000009 0.0029172897338867192 0.0017142295837402346 0.011577606201171877 0.013446807861328127
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 -7
right_child=4 2 -4 -5 5 6 -8
leaf_value=-0.0037665074971542315 0.002823888679386116 0.099336785502277272 0.08856207098666595 -0.089058188225795087 -0.027959082325985297 0.07787644774241817 -0.006489160754032549
leaf_weight=58.390833677607588 1407.1574514888198 4.1149087266530824 26.809595987309876 6.1033379808068275 158.58722833526554 22.042949686467182 141.92060207814211
leaf_count=390 13836 35 426 51 1344 194 8720
internal_value=0 0.0211658 0.0604825 -0.0131899 0.000193903 -0.0112796 0.00485291
internal_weight=0 95.4187 37.0278 10.2182 1729.71 322.551 163.964
internal_count=24996 902 512 86 24094 10258 8914
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=8
num_cat=0
split_feature=1 3 13 3 1 6 13
split_gain=5.54497 9.82446 7.36007 6.8099 6.02244 5.79857 7.28179
threshold=21147.500000000004 61.500000000000007 11.150719090396551 106.50000000000001 16692.500000000004 0.029731750488281253 15.904426524066212
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -4 -7
right_child=-2 3 5 4 -6 6 -8
leaf_value=0.18102301309171268 -0.001281736415872366 0.056955063077631277 0.002876156501388645 -0.12402640045968259 0.11571500142882077 -0.29365338733331714 -0.032496226743832145
leaf_weight=2.2572073142509899 1595.8565720361366 61.70893408160191 148.00350473355502 3.948182056497898 1.4259817648126043 1.454491295327897 4.0123227830627002
leaf_count=18 22747 534 892 331 241 39 186
internal_value=0 0.015559 0.00177701 0.0475524 -0.060409 -0.000859691 -0.101995
internal_weight=0 222.811 155.728 67.0831 5.37416 153.47 5.46681
internal_count=24988 2241 1135 1106 572 1117 225
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=8
num_cat=0
split_feature=0 4 1 7 7 0 11
split_gain=3.74324 7.95168 10.2386 8.26472 10.3348 7.74684 7.25681
threshold=3.5000000000000004 12.472656250000002 42131.000000000007 0.0033578872680664067 0.0027151107788085942 4.5000000000000009 0.00067114830017089855
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.020315708180362071 -0.007594447430051045 0.0057965046443726066 0.069896506927694599 0.058446335225934724 -0.46956446431400023 -0.34072550920728717 -9.202861071545454e-06
leaf_weight=219.6409129962849 685.27677396126091 2.706815214871312 27.359079063498939 3.3145053228145116 0.82526616062386882 0.84666376278619271 877.39618448909459
leaf_count=1939 7434 90 4208 278 22 19 10936
internal_value=0 -0.0052182 0.0412372 -0.0606802 -0.150852 -0.076792 0.00406011
internal_weight=0 720.329 35.0523 7.69325 4.37875 3.55348 1097.04
internal_count=24926 12051 4617 409 131 109 12875
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=8
num_cat=0
split_feature=6 11 2 8 5 13 11
split_gain=4.58834 6.68464 6.26267 6.10044 10.3064 10.2262 6.90921
threshold=0.0064125061035156259 0.0031213760375976567 4041.5000000000005 0.24603271484375003 2.4169683456420902e-05 4.9746432340907081 0.0012097358703613283
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0064910143623967791 -0.0054394781192247804 -0.047477995226427802 0.017551303586395998 0.0035764796206944546 0.06394204290289332 0.0084555627992021903 -0.047180064410406473
leaf_weight=645.67698697600281 143.51862301756046 45.848238929509535 21.875177744223038 71.886205464281375 46.62885098742845 780.84496058184595 54.797410393548489
leaf_count=5774 1813 2402 3830 631 1045 8495 996
internal_value=0 0.00401774 -0.026473 0.00589894 0.027327 0.00330533 -0.0169731
internal_weight=0 1165.4 67.7234 1097.68 118.515 979.161 198.316
internal_count=24986 19212 6232 12980 1676 11304 2809
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=8
num_cat=0
split_feature=10 11 6 11 8 0 4
split_gain=5.1972 3.65577 3.19866 2.68819 7.55065 7.44951 6.10329
threshold=3.5000000000000004 0.012813568115234377 0.062591552734375014 0.0011467933654785158 0.039627075195312507 3.5000000000000004 5.5839843750000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.012507586284288247 0.10797913743053887 -0.13053094323648426 0.10023127799039473 -0.020411735900145882 0.0021851765529917007 -0.0076548061564319708 0.035981302224477339
leaf_weight=536.63274273887509 4.5532120420175479 2.109918401707545 3.2530283425621738 195.99114785816346 602.28527180539095 453.15248107223306 34.49266782408813
leaf_count=4228 731 92 5112 1779 7799 4800 556
internal_value=0 0.00101235 0.00116439 0.000987551 -0.00336277 0.004378 -0.00456825
internal_weight=0 1827.92 1825.81 1822.55 798.276 1024.28 487.645
internal_count=25097 24366 24274 19162 9578 9584 5356
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=8
num_cat=0
split_feature=4 1 13 13 1 1 4
split_gain=3.9613 4.74525 4.25856 7.3214 5.84087 2.95568 4.12727
threshold=53.234375000000007 24668.000000000004 18.091470276451187 17.113501144345481 24350.500000000004 114457.00000000001 11.816406250000002
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=0.0018516099943697386 -0.060278558916802422 0.10256576496109618 0.074964898927572909 -0.64084749563910703 -0.56940355828108447 -0.013903386314521435 0.11174067761010589
leaf_weight=1638.1199605781949 1.1832646458715306 8.0805045909910387 2.7943104336591209 0.26572489795216814 0.14776778341911256 168.60563173884293 2.6552546976017757
leaf_count=16324 187 5594 606 35 12 1867 289
internal_value=0 0.0570962 -0.0265781 -0.166883 0.0425335 0.000544775 -0.0119551
internal_weight=0 12.4716 4.39107 1.44899 2.94208 1809.38 171.261
internal_count=24914 6434 840 222 618 18480 2156
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=8
num_cat=0
split_feature=4 9 2 13 7 11 7
split_gain=4.2157 11.8306 10.523 13.7878 4.85443 8.42037 7.78544
threshold=2.0556640625000004 0.00019699335098266604 2854.5000000000005 5.6054504713839339 0.0069103240966796884 0.0005862712860107423 0.019355773925781253
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6
right_child=4 -3 -4 -5 6 -7 -8
leaf_value=0.0071777924702088941 0.049008753518956054 -0.019020146560138729 -0.0018016227407033362 0.088244101740358183 0.03345483489121194 -0.0030736989850684376 -0.0078878580025863853
leaf_weight=63.604301751445746 33.136627826082986 374.10641286836471 629.39436242808006 31.307085891836323 126.79086166237175 490.97514832819797 71.087655084687867
leaf_count=805 367 3122 6123 271 3805 9066 1440
internal_value=0 -0.00457957 0.00287904 0.0339183 0.00525759 0.000219203 0.0186025
internal_weight=0 1098.41 724.306 94.9114 721.99 524.112 197.879
internal_count=24999 10321 7199 1076 14678 9433 5245
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=8
num_cat=0
split_feature=3 4 5 1 12 1 3
split_gain=4.67887 4.14835 10.3573 8.32984 8.19019 8.03759 8.09447
threshold=125.50000000000001 4.8730468750000009 4.4494867324829108e-05 55663.000000000007 1.5000000000000002 53544.500000000007 93.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.0029249783141750015 0.086559212434332247 0.029509312977158926 -0.01244166654982109 0.049825056522924953 -0.063261524995519236 -0.011094861716917731 -0.29163974185505465
leaf_weight=1456.0176922657411 6.1850172131562422 146.46844198612962 156.60509814025863 39.794830711012764 7.6322762110285103 2.018851294880732 2.0961900924012298
leaf_count=11936 5188 937 4392 2122 172 95 102
internal_value=0 -0.000562767 0.00913622 -0.00519985 0.031626 -0.0160669 -0.154018
internal_weight=0 1810.63 354.616 208.147 47.4271 160.72 4.11504
internal_count=24944 19756 7820 6883 2294 4589 197
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=8
num_cat=0
split_feature=2 6 2 5 4 4 11
split_gain=5.29302 8.52076 8.70289 7.71553 8.91985 7.80144 7.56661
threshold=5203.5000000000009 0.020942687988281253 4556.5000000000009 0.00010454654693603517 18.585937500000004 2.7763671875000004 0.0020666122436523442
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 -2 -5 -3
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.008359114393527876 -0.010496487490010691 -0.043387447232602197 0.060355384242373383 0.084632016058795737 0.083038462345339931 0.0070718589169328997 0.0091899003283779073
leaf_weight=829.26004725066014 764.51556908997009 85.028785987131414 12.717090398884464 16.694006918522064 10.33295947810984 58.113124569008505 40.365839639500336
leaf_count=7645 6746 1475 1049 109 176 3962 3834
internal_value=0 0.00452899 -0.018468 -0.0062882 -0.00924911 0.0243806 -0.0264622
internal_weight=0 967.372 138.112 849.656 774.849 74.8071 125.395
internal_count=24996 14003 6358 10993 6922 4071 5309
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=8
num_cat=0
split_feature=3 11 7 4 11 10 13
split_gain=3.7721 10.5578 8.57741 5.02982 4.31887 5.8346 7.06037
threshold=40.500000000000007 0.0025625228881835942 0.040924072265625007 0.021697998046875003 0.0007064342498779298 1.5000000000000002 2.8010630909181677
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 -7
right_child=4 2 -4 -5 5 6 -8
leaf_value=0.017058888912861246 0.0065135342038946473 0.13222126339526097 0.21356745553835196 -0.049889256834026958 -0.0065686731267341307 -0.048708353358344274 0.069236845266877275
leaf_weight=285.16768720524851 436.86416818751604 1.5740242600440968 1.3411794989951875 41.354836405895185 1011.8150900633009 6.7306036560257807 20.634056523089384
leaf_count=1651 4810 12 15 649 16162 245 1451
internal_value=0 0.0100054 -0.0354299 -0.0432109 -0.00182917 -0.0053364 0.0402267
internal_weight=0 329.438 44.27 42.9289 1476.04 1039.18 27.3647
internal_count=24995 2327 676 661 22668 17858 1696
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=8
num_cat=0
split_feature=3 2 6 12 6 8 8
split_gain=3.83358 3.79886 9.08014 5.65625 16.0771 10.5717 13.7749
threshold=27.500000000000004 6381.5000000000009 0.024635314941406253 1.0000000180025095e-35 0.019447326660156253 0.12185668945312501 0.12762451171875003
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.014680093082338025 -0.0010331640021691349 -0.010561552438068214 0.053753581287924762 0.070684826906016726 -0.050202696521186953 -0.29664106296312509 0.016877424526336903
leaf_weight=156.12461180047831 911.43068789554309 573.06278733286308 22.825583240934066 50.393362621078268 26.503002533569088 1.4310289531131264 66.886797266604844
leaf_count=1024 11734 5238 2521 2280 778 57 1319
internal_value=0 -0.00171332 -0.00809791 0.00188724 0.020217 0.0359388 0.0103087
internal_weight=0 1652.53 595.888 1056.64 145.214 118.711 68.3178
internal_count=24951 23927 7759 16168 4434 3656 1376
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=8
num_cat=0
split_feature=1 3 3 11 6 4 11
split_gain=3.86098 6.09315 6.28553 8.81469 5.66906 10.7369 4.52856
threshold=14246.500000000002 106.50000000000001 41.500000000000007 0.0015540122985839846 0.00062751770019531261 4.8730468750000009 0.0017142295837402346
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6
right_child=4 -3 -4 -5 6 -7 -8
leaf_value=0.053139389337410241 -0.057238419675063927 -0.12720662555444626 0.052616648436057047 -0.025383369583436444 0.0024263433931578367 0.1602081209140154 -0.011076662348541544
leaf_weight=22.173974677920341 31.284154906403273 2.7866898540341927 41.81764909895719 40.237416869786102 1356.446949712983 2.4481538411928332 304.04083766544863
leaf_count=109 274 238 349 305 13506 16 10162
internal_value=0 0.0187145 0.0226163 0.00251484 -0.00087058 -0.0414554 -4.6101e-05
internal_weight=0 107.016 104.229 62.4114 1694.22 33.7323 1660.49
internal_count=24959 1001 763 414 23958 290 23668
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=8
num_cat=0
split_feature=9 12 1 0 10 9 9
split_gain=4.51091 5.22063 4.25267 7.09787 7.80153 4.82186 4.79954
threshold=5.9694051742553718e-05 22.500000000000004 130982.00000000001 9.5000000000000018 2.5000000000000004 0.00022131204605102542 0.00047433376312255865
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7
right_child=1 -3 3 5 -6 6 -8
leaf_value=0.021598727010761435 -0.00097583250346680833 0.07809680631094669 -0.046004470200495827 0.015361589066812101 -0.27169353715388694 -0.034082702338540924 -0.25609447891770715
leaf_weight=86.165376206830842 1608.1003530365851 8.1293506822694308 38.098407410958316 46.170773681107676 1.5954734714759968 14.573826451422063 1.0431365465556144
leaf_count=985 21338 1453 452 453 28 224 85
internal_value=0 -0.00184858 -0.00222876 -0.0220827 -0.0550784 -0.000885281 -0.0489179
internal_weight=0 1717.71 1709.58 101.482 39.6939 61.7877 15.617
internal_count=25018 24033 22580 1242 480 762 309
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=8
num_cat=1
split_feature=4 7 3 13 7 1 14
split_gain=3.12974 3.02098 19.3327 2.47785 5.66156 6.86931 5.65185
threshold=85.281250000000014 0.00016528367996215823 26.500000000000004 38.318150144000796 0.0069103240966796884 11608.500000000002 0
decision_type=2 2 2 2 2 2 1
left_child=3 2 -2 -1 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.00065326181526238671 -2.1529103672713812 0.10175699683633731 0.10496621652176513 -0.015401659867565982 0.14432167192191589 0.0081415608380018406 -0.13500797233070647
leaf_weight=1623.9906835887305 0.044020528905092671 4.4296710933158465 0.26031564258300932 157.01302712844335 4.5166088510304716 20.584628275653813 4.0524113480933002
leaf_count=18659 6 4917 96 1143 57 140 35
internal_value=0 0.0808129 -0.223776 -0.000599413 -0.0115269 0.0326471 -0.0184113
internal_weight=0 4.73401 0.304336 1810.16 186.167 25.1012 161.065
internal_count=25053 5019 102 20034 1375 197 1178
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=8
num_cat=0
split_feature=9 11 12 1 11 13 8
split_gain=4.16417 6.65839 5.63868 5.20825 10.0893 11.9415 10.8961
threshold=0.0006148815155029298 0.0037317276000976567 1.5000000000000002 36421.000000000007 0.0011229515075683596 6.2763442459106233 0.042190551757812507
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.025685327574369466 -0.049666341762242799 0.018299188352255327 0.096040943934135967 -0.0028392635855168866 0.22411820575036381 -0.025385063793032847 0.009878831051912779
leaf_weight=221.40177619681344 51.529310649209947 27.407908028191741 2.7999022498115655 1118.001672631879 2.3403149197256417 134.64379027063842 250.89392358610348
leaf_count=1474 1563 4889 58 13796 29 1042 2126
internal_value=0 -0.0218846 -0.0421565 0.00121443 0.00865279 -0.00106944 -0.0024366
internal_weight=0 81.7371 54.3292 1727.28 609.28 387.878 385.538
internal_count=24977 6510 1621 18467 4671 3197 3168
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=8
num_cat=0
split_feature=8 6 11 1 8 11 11
split_gain=4.49678 7.67496 6.51425 6.10141 4.92623 4.68133 6.78052
threshold=0.24603271484375003 0.016197204589843753 0.0019230842590332033 67480.500000000015 0.36242675781250006 0.00052380561828613292 0.0005862712860107423
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.0022144364956656107 0.025873330213976975 0.091023538833419557 -0.014360829724962613 0.0080726576822860233 0.008510447689325594 -0.20882492063514793 -0.046757969306183221
leaf_weight=1617.2911689838002 77.007003043428995 20.854211445730474 8.1607415117141482 47.819851000705967 12.649503567663485 2.9436856071697575 20.96893165120855
leaf_count=21622 594 508 1531 448 133 22 175
internal_value=0 0.0140328 0.0613832 0.00551993 -0.0130546 -0.040687 -0.0667117
internal_weight=0 190.404 29.015 161.389 84.382 36.5621 23.9126
internal_count=25033 3411 2039 1372 778 330 197
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=8
num_cat=0
split_feature=1 11 1 2 9 11 7
split_gain=3.86068 4.45294 4.25072 5.37339 6.33522 9.38433 7.47784
threshold=6778.5000000000009 0.0022096633911132817 12200.000000000002 2404.5000000000005 0.00019210577011108401 0.0016751289367675783 0.0093116760253906267
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=0.040655101203424637 0.028314319003355543 -0.087702485859748769 0.019748323808199693 -0.0011503469289060174 0.0024308654660016612 0.13856772403823131 0.21492367157955683
leaf_weight=3.7374608356039962 57.325480529922061 9.7599324942566437 51.178203372226562 1573.2233019444866 100.43404037203436 8.826520714821525 2.0409768786048508
leaf_count=30 590 79 577 22106 1519 75 20
internal_value=0 -0.0521595 0.00152261 0.000637749 0.0179511 0.0430737 0.0272349
internal_weight=0 13.4974 1793.03 1735.7 162.48 62.0457 53.2192
internal_count=24996 109 24887 24297 2191 672 597
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=8
num_cat=0
split_feature=3 3 11 8 8 9 9
split_gain=4.18181 9.87617 7.2493 5.7624 13.205 10.5559 8.28949
threshold=100.50000000000001 98.500000000000014 0.00037372112274169927 0.080841064453125014 0.12969970703125003 0.00038850307464599615 0.00039255619049072271
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7
right_child=3 2 -4 4 5 6 -8
leaf_value=0.00029975466840717597 -0.0062683695739007284 0.082825371188934488 -0.033592467062462245 0.09185479073381779 0.039970250979750349 -0.39876996945708132 -0.040774539569475826
leaf_weight=1526.9900266229233 64.349807463589968 5.5912362630479029 123.18619199053501 26.306699325585214 32.380448001349578 0.66933046255144546 18.934715474202676
leaf_count=13278 3283 41 1131 1937 1718 34 3499
internal_value=0 -0.00194308 -0.0285376 0.0159014 0.0341234 0.00490793 -0.0530047
internal_weight=0 1655.77 128.777 142.641 78.2912 51.9845 19.604
internal_count=24921 14450 1172 10471 7188 5251 3533
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=8
num_cat=0
split_feature=3 11 4 2 3 7 3
split_gain=5.02602 6.51942 5.63536 5.98612 5.97864 5.5865 7.722
threshold=73.500000000000014 0.0017523765563964846 1.0883789062500002 15718.500000000002 45.500000000000007 0.0099678039550781267 54.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 -7
right_child=-2 5 4 -5 -6 6 -8
leaf_value=0.0030280202048841263 -0.0058598699806237213 -0.019097645008432994 0.033636965086821374 -0.05623037248817217 0.0077027071785923861 -0.0095030705177492868 0.086655720483830231
leaf_weight=333.50941269565374 874.63954139319321 164.58778981308569 143.79573615081608 17.964813665486872 232.80273152247537 23.961737992853159 12.818523638648911
leaf_count=2185 17386 2251 792 109 1543 413 300
internal_value=0 0.00470136 0.00910591 -8.80909e-07 0.0176052 -0.0112239 0.0240102
internal_weight=0 929.441 728.073 351.474 376.598 201.368 36.7803
internal_count=24979 7593 4629 2294 2335 2964 713
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=8
num_cat=0
split_feature=11 11 5 5 4 5 6
split_gain=3.67855 4.37892 4.08898 5.38535 3.9082 9.26618 10.7152
threshold=0.00038588047027587896 0.00028228759765625005 1.3381242752075197e-05 1.4752149581909181e-05 0.88305664062500011 6.3925981521606459e-05 0.023124694824218753
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7
right_child=4 2 3 -5 -6 6 -8
leaf_value=-0.02730727628496557 -0.010069183294016295 0.049528596071891896 -0.16319529164775831 0.012185814940108492 0.0028853673469764075 0.065278982097347713 -0.076813744191264188
leaf_weight=14.763665831414981 590.82662854540104 44.323512599221431 1.9688170482404554 15.790862582129192 1096.5727174764434 31.216285338799935 6.3938317239517337
leaf_count=233 5661 516 26 173 18133 207 53
internal_value=0 0.0216429 0.0332837 -0.0072594 -0.000717964 -0.0070055 0.0411222
internal_weight=0 76.8469 62.0832 17.7597 1725.01 628.437 37.6101
internal_count=25002 948 715 199 24054 5921 260
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=8
num_cat=0
split_feature=4 11 4 5 8 8 11
split_gain=4.84703 3.78323 4.51568 19.0604 8.66315 8.95444 12.3113
threshold=85.281250000000014 0.00061154365539550792 7.3769531250000009 6.9946050643920912e-05 0.21551513671875003 0.17193603515625003 0.0015721321105957033
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.0088820480789590147 0.1021688919213843 -0.0050424194560950916 0.040539327446778989 -0.016445129594288253 0.063444658072506654 -0.23314872966728295 -0.013277817846840501
leaf_weight=362.52296592641505 4.6331933689471034 1194.6685290427995 109.59061030053999 101.40010803501355 12.156282894080503 4.7196743375243368 5.5308497550795437
leaf_count=3807 5039 10400 951 2900 1175 155 500
internal_value=0 -0.000240988 -0.00255693 0.0101653 -0.016721 -0.0254495 -0.114519
internal_weight=0 1790.59 1428.07 233.398 123.807 111.651 10.2505
internal_count=24927 19888 16081 5681 4730 3555 655
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=8
num_cat=0
split_feature=4 9 4 8 5 8 5
split_gain=3.26831 3.5403 3.98773 15.3691 12.5267 10.2601 7.97524
threshold=85.281250000000014 0.0006148815155029298 7.7167968750000009 0.21734619140625003 7.2568655014038099e-05 0.12554931640625003 1.9967555999755864e-06
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.0010988438651230873 0.08513206289777131 -0.021745896247659723 0.16509796852263156 0.093487057126861242 0.0023888325397970439 -0.067767606112261 0.026588991624940168
leaf_weight=1525.4366005029005 4.4884194315600316 73.831172703386983 4.4157472737133494 21.675556950031023 66.239802940137452 30.418135570143932 70.883283057191875
leaf_count=13980 5008 1594 28 989 1538 1290 560
internal_value=0 -0.000303787 0.000617118 0.0141355 0.00413281 -0.0196894 0.0347124
internal_weight=0 1792.9 1719.07 193.633 171.957 96.6579 75.299
internal_count=24987 19979 18385 4405 3416 2828 588
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=8
num_cat=0
split_feature=11 0 13 4 11 2 11
split_gain=2.91437 2.80579 5.86068 5.62304 5.33348 10.3981 9.40373
threshold=0.012813568115234377 3.5000000000000004 5.1840765401955844 12.472656250000002 0.0011229515075683596 6078.5000000000009 0.0011124610900878908
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4 -7
right_child=-2 3 4 -5 -6 6 -8
leaf_value=0.075589437507395774 -0.12792894534928678 -0.00538600331627739 0.034127920653117809 0.037402862372565383 -0.002877326606844012 0.00071133974463722055 0.15180799394993641
leaf_weight=11.522015625650964 1.7422999612899719 675.99331878895464 143.18434896683902 32.173475976316695 558.56505124792238 367.13927053863881 4.165361374616622
leaf_count=176 98 7445 1199 4613 8448 2995 31
internal_value=0 0.00145388 0.00465062 -0.00344199 0.00388888 0.0112347 0.00240653
internal_weight=0 1792.74 1084.58 708.167 1073.05 514.489 371.305
internal_count=25005 24907 12849 12058 12673 4225 3026
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=8
num_cat=0
split_feature=3 5 3 7 5 11 3
split_gain=4.34593 3.87462 4.22118 5.21046 4.42996 7.86247 4.40541
threshold=8.5000000000000018 4.023313522338868e-06 45.500000000000007 0.00039112567901611334 1.1175870895385744e-05 0.0019230842590332033 21.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.073417485978341079 -0.0090922538628184797 -0.01000765439362436 0.00016419315834909624 -0.068068477476712602 0.043010970698426763 -0.0024029127340613968 0.0084232064580026626
leaf_weight=7.9413140267133704 328.54566209760378 72.655139727634378 1157.391711836055 8.9105266481637937 119.70558775356039 55.936255437351065 48.564119434449822
leaf_count=46 3100 487 19509 50 668 851 297
internal_value=0 0.00072136 0.00292496 0.0133749 0.0206625 0.0285481 -0.00343588
internal_weight=0 1791.71 1463.16 305.772 233.116 175.642 57.4746
internal_count=25008 24962 21862 2353 1866 1519 347
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=8
num_cat=0
split_feature=3 1 11 9 9 5 3
split_gain=3.66323 6.86252 6.71817 6.71792 5.64867 6.87853 5.52544
threshold=100.50000000000001 46418.000000000007 0.0025949478149414067 5.1468610763549811e-05 0.0004867315292358399 3.0785799026489265e-05 99.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=6 2 4 -3 -2 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.00086933063249248653 -0.0069014732756400221 -0.13192736242428915 0.058698776765170393 0.044311498654380638 -0.13547853679984098 0.10720816581554866 -0.028063622581389683
leaf_weight=1592.4852321925282 52.138046137079073 2.2336611090577199 13.555917423378558 67.920759203387206 7.0261375651461986 1.4004069918591993 68.859406082745409
leaf_count=13912 1252 192 1779 7030 74 152 623
internal_value=0 0.016282 -0.00493594 0.0386995 -0.0191794 -0.095143 -0.000329885
internal_weight=0 144.275 74.1205 70.1544 60.5646 8.42654 1661.34
internal_count=25014 10479 3257 7222 1478 226 14535
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=8
num_cat=0
split_feature=1 1 2 2 3 5 7
split_gain=2.93082 3.58312 5.10582 3.27842 4.7649 9.25343 3.75716
threshold=6778.5000000000009 9889.5000000000018 3921.5000000000005 2179.5000000000005 51.500000000000007 1.9967555999755864e-06 0.0056018829345703134
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7
right_child=1 3 -4 -5 5 6 -8
leaf_value=-0.048797717153680698 0.016662665443517983 0.057885201179892445 0.13448584017082862 -0.0018454239968587851 -0.17023536848107182 -0.0068220647668668965 0.048823575927589832
leaf_weight=12.573596030764746 22.756930131079574 22.541519107413478 4.3866519029979818 1670.8147057787573 2.9084426994086234 34.138803440895572 18.824059625694645
leaf_count=107 242 173 66 23504 18 564 301
internal_value=0 -0.000348085 0.0357057 -0.000907558 0.0190763 0.00341829 0.0129556
internal_weight=0 1776.37 27.1436 1749.23 78.4128 55.8713 52.9629
internal_count=24975 24868 308 24560 1056 883 865
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=8
num_cat=0
split_feature=3 11 12 6 5 3 12
split_gain=3.57049 8.06697 11.3236 3.21351 8.42168 3.17644 2.91172
threshold=109.50000000000001 0.0003970861434936524 11.500000000000002 0.0088996887207031267 2.5480985641479496e-05 8.5000000000000018 22.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 -7
right_child=1 3 -4 -5 -6 6 -8
leaf_value=-0.066437823350479014 -0.87851704220732918 0.037719494157770525 -0.064350682883266577 0.10117944294041058 -0.47635908363617507 -0.0010031545888204091 0.061993357887041523
leaf_weight=7.3899397142231456 0.20336840266827394 4.5424320780293774 1.0582806356542276 9.6617619491298665 0.34234764950815577 1764.3869906452019 7.3672458035289301
leaf_count=44 36 1228 278 6634 18 16045 620
internal_value=0 0.0467211 -0.195806 0.0677606 0.00165699 -0.00101409 -0.00074119
internal_weight=0 15.8082 1.26165 14.5465 4.88478 1779.14 1771.75
internal_count=24903 8194 314 7880 1246 16709 16665
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=8
num_cat=0
split_feature=3 9 2 10 13 2 9
split_gain=3.27553 13.64 12.7118 5.90104 5.73954 9.5592 5.51415
threshold=92.500000000000014 6.213784217834474e-05 4877.5000000000009 1.5000000000000002 17.591813715655586 2093.5000000000005 0.00064682960510253917
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0021560116103287383 0.057359693712696162 -0.0014585041752939814 -0.028821630517362942 0.077518375231963421 -0.13701442049206086 0.065035673811809178 -0.088677990095867576
leaf_weight=1303.9715302973491 30.47035084181698 191.7992041930811 223.50869035444521 10.558564288088744 2.5988053285982486 23.625003509336238 7.5328979120495196
leaf_count=11203 562 3655 5990 1120 23 719 1680
internal_value=0 -0.00743327 -0.0117287 0.00445163 0.00103114 0.0450105 -0.00475477
internal_weight=0 490.094 459.623 236.114 225.556 26.2238 199.332
internal_count=24952 13749 13187 7197 6077 742 5335
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=8
num_cat=0
split_feature=6 9 2 0 3 3 6
split_gain=3.39143 3.14549 10.5294 8.737 6.31228 6.22802 7.87216
threshold=0.00022959709167480471 0.0002347826957702637 2854.5000000000005 3.5000000000000004 108.50000000000001 109.50000000000001 0.0088996887207031267
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7
right_child=1 -3 4 -5 5 6 -8
leaf_value=-0.056670891668102789 0.062437756326861507 -0.0062152149506205616 -0.00079776323921575186 0.01164781482170033 -0.24184695323743532 -0.13545130023980881 0.072491836553064667
leaf_weight=10.885904845898038 46.19826478860341 651.67247929605765 944.33592275297269 126.9127315209189 1.9613428763113896 4.0196560925978702 3.3271454262503539
leaf_count=99 375 13843 6986 1489 68 1016 1074
internal_value=0 -0.000685199 0.00251315 0.0252023 -0.00160552 -0.0835507 -0.0412806
internal_weight=0 1778.43 1126.76 173.111 953.644 9.30814 7.3468
internal_count=24950 24851 11008 1864 9144 2158 2090
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=8
num_cat=0
split_feature=6 9 3 13 9 8 5
split_gain=2.75594 3.06679 5.00229 3.69103 3.4926 2.82174 2.49194
threshold=0.00062751770019531261 0.0003455877304077149 80.500000000000014 23.661657052601154 0.00016409158706665042 0.031723022460937507 0.0012097358703613283
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -2
right_child=6 2 -4 -5 -6 -7 -8
leaf_value=0.12818274203528354 0.0014635280473879204 0.094258241247486912 -0.066000779700114837 -0.06850248151165049 -0.072599904202550858 0.0010022043759013064 0.10149686378504826
leaf_weight=2.5228861502837407 1745.0331747145319 4.809304825961588 3.2728650609496981 18.210818239545915 4.1261025131680062 5.6528453637438361 2.4934827344895885
leaf_count=25 20356 33 28 173 40 40 4224
internal_value=0 -0.0254091 0.0293609 -0.0399169 0.0023997 0.0402524 0.00160629
internal_weight=0 38.5948 8.08217 30.5127 12.3018 8.17573 1747.53
internal_count=24919 339 61 278 105 65 24580
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=8
num_cat=0
split_feature=11 11 6 1 1 11 4
split_gain=3.24083 3.09614 10.786 8.21913 6.85676 3.3757 5.53213
threshold=0.011432647705078127 0.0075321197509765634 0.0062198638916015634 14246.500000000002 19701.500000000004 0.0029554367065429692 35.703125000000007
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00051886264572920137 -0.11827778935374163 0.36670879981532373 -0.24643881758723968 0.30600633016586243 0.00073561246689518383 -0.018307919452839008 0.07609159167700541
leaf_weight=1669.6529893345069 2.3131116589192962 1.027689705020747 0.9930030468640324 0.97179084480376365 3.0262736479853629 96.160416411659753 9.7425511957771942
leaf_count=16477 188 11 48 65 946 5556 1657
internal_value=0 0.00015665 0.071756 0.0110004 0.0749584 -8.60689e-05 0.000957296
internal_weight=0 1781.57 6.01876 4.99107 3.99806 1775.56 1679.4
internal_count=24948 24760 1070 1059 1011 23690 18134
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=8
num_cat=0
split_feature=8 5 8 4 4 6 5
split_gain=3.47803 4.01274 7.54435 6.45095 5.45251 6.52318 8.75381
threshold=0.0046310424804687509 1.731514930725098e-05 0.30749511718750006 4.3300781250000009 0.38146972656250006 0.023124694824218753 8.6873769760131849e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.02939753301963435 -0.0068584893502949221 0.021687589189620687 0.054946110924440419 0.0230441454595086 0.0011701660760289375 -0.11348425576298088 0.12503712875933892
leaf_weight=39.059334252349799 781.24638673926529 70.48260025808122 29.795440427124049 79.48439482942922 779.01368963824461 3.1287397033302105 9.2736610204447043
leaf_count=339 7654 660 1041 574 14625 23 55
internal_value=0 0.000773404 0.0054748 -0.00409711 0.00376457 0.0281485 0.0337051
internal_weight=0 1752.42 891.694 860.731 861.899 82.885 79.7563
internal_count=24971 24632 16404 8228 15363 738 715
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=8
num_cat=0
split_feature=11 9 1 6 6 13 8
split_gain=3.11736 6.74015 6.68113 6.24429 5.45743 7.0588 5.39112
threshold=0.0010895729064941408 8.0138444900512709e-05 36421.000000000007 0.029731750488281253 0.010929107666015627 27.487911252621881 0.020790100097656253
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.044504964472077385 0.12395823328278247 -0.028122358122981739 -0.0015933430741794032 0.071519680018803336 -0.015221022357784237 0.0050252023073749921 -0.0020360653047018155
leaf_weight=99.810078378417529 4.0851013964274889 88.608387631084042 721.29617225675611 11.873298563434217 37.647496307559777 82.905809902818874 747.98597169137429
leaf_count=686 60 927 7923 264 225 546 14422
internal_value=0 -0.0041733 0.00417979 -0.000409275 0.019448 0.0265914 -0.00479903
internal_weight=0 840.679 953.533 733.169 220.363 182.716 836.594
internal_count=25053 15409 9644 8187 1457 1232 15349
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=8
num_cat=0
split_feature=10 5 1 1 12 8 12
split_gain=3.5321 5.91348 5.17827 8.08013 4.72338 5.29604 3.2801
threshold=1.5000000000000002 3.9666891098022468e-05 174126.00000000003 179471.50000000003 1.5000000000000002 0.0059471130371093759 61.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=5.5864043343744764e-05 -0.008968160395873441 0.088444995545762239 -0.42571666780321593 -0.035864678060920065 -0.49123464078946244 0.085027816541563953 -0.13510544592203211
leaf_weight=1737.8960924852181 22.091830116289202 11.908848471672171 0.64959308109246139 2.9212284826207906 0.16798084741458197 12.594160581647881 0.71499957831110883
leaf_count=21970 133 1016 19 147 22 1703 18
internal_value=0 0.0267435 0.00796911 -0.106823 0.0194943 0.0661496 0.073198
internal_weight=0 51.0486 39.1398 3.57082 35.569 13.4771 13.3092
internal_count=25028 3058 2042 166 1876 1743 1721
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=8
num_cat=0
split_feature=1 8 13 4 8 4 1
split_gain=2.71477 5.04042 3.5203 3.35541 2.90793 3.68124 5.30916
threshold=21147.500000000004 0.29162597656250006 31.367211577036411 11.816406250000002 0.21929931640625003 3.5947265625000004 18171.500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.0067506540834388409 -0.0027703117228013337 0.052800549831677125 0.23727251092603308 -0.02598049335104155 -0.043125219804456882 0.023459089495104751 0.11594194364214415
leaf_weight=133.00451530166902 1578.8651127017638 3.3175907469812946 1.5030888307592247 27.004728409357995 9.1537853772751969 31.796142147271894 7.7128707729279986
leaf_count=937 22762 84 19 878 57 197 47
internal_value=0 0.00924442 0.110333 0.00690889 0.0117979 0.0147123 0.0415144
internal_weight=0 213.493 4.82068 208.672 181.667 172.514 39.509
internal_count=24981 2219 103 2116 1238 1181 244
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=8
num_cat=0
split_feature=7 9 1 9 1 4 3
split_gain=3.51115 5.61443 4.41657 4.54455 4.27769 9.21276 6.45467
threshold=0.040924072265625007 0.00049328804016113292 55012.500000000007 0.00094819068908691417 37678.500000000007 4.8730468750000009 89.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6 -7
right_child=2 4 -4 -5 5 6 -8
leaf_value=0.0002100509217051647 0.10916610921013498 -0.032320204121394074 -0.016578099026356676 -0.030984192050954509 -0.043050601683719381 0.1050687644805884 -0.01811898514518628
leaf_weight=1631.9668639150623 9.8615393776308355 95.584574689839428 8.4995825141268124 3.0226268105143381 17.709825361613184 11.233597301863485 6.8449055224882605
leaf_count=16819 86 2880 89 86 183 1206 3625
internal_value=0 -0.00139091 0.039375 0.0762865 -0.0212787 0.00821113 0.0584276
internal_weight=0 1763.34 21.3837 12.8842 131.373 35.7883 18.0785
internal_count=24974 24713 261 172 7894 5014 4831
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=8
num_cat=0
split_feature=3 9 9 3 3 13 9
split_gain=2.71533 3.00539 2.35168 5.94724 3.04096 3.01167 3.58343
threshold=125.50000000000001 4.848837852478028e-05 6.6012144088745131e-05 90.500000000000014 98.500000000000014 36.507612345530596 6.213784217834474e-05
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.0013056381091392213 -0.11422058875241979 0.10075931167706316 -0.0011043229816479526 0.069913694949239588 0.068642157895464018 -0.064374504044353673 -0.082485471116936201
leaf_weight=83.474858149886131 0.7553719001589333 4.6615369812188874 1665.4946394668805 22.45153221487999 8.0931584088248165 3.881559000350534 1.9458951203851036
leaf_count=604 78 5130 18643 177 245 27 62
internal_value=0 0.0707745 -0.000130743 0.0133989 0.0471458 0.0104241 0.0393463
internal_weight=0 5.41691 1785.34 119.847 36.3721 13.9206 10.0391
internal_count=24966 5208 19758 1115 511 334 307
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=8
num_cat=0
split_feature=3 5 3 1 1 5 3
split_gain=2.99874 9.94516 5.73862 5.28259 10.0346 5.73755 5.94697
threshold=101.50000000000001 5.4687261581420905e-05 102.50000000000001 42332.500000000007 30804.500000000004 3.1292438507080082e-06 213.50000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7
right_child=1 -3 3 5 -6 6 -8
leaf_value=-0.0013878235374708721 0.052758899578003726 0.069800352306407173 0.0208666935976334 -0.11705414763039684 -0.11168784672954535 0.029046792915544524 -0.36155988218414181
leaf_weight=1681.5325697040535 14.604593924246727 25.843911992153153 10.118065299291631 3.2371129533858065 13.1109329793544 27.659194871332151 0.39498694526264344
leaf_count=14853 133 6591 240 421 346 2353 7
internal_value=0 0.0168767 -0.00291021 -0.0178229 -0.0539502 0.00899634 0.0235425
internal_weight=0 94.9688 69.1249 54.5203 23.229 31.2913 28.0542
internal_count=24944 10091 3500 3367 586 2781 2360
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=8
num_cat=0
split_feature=1 4 8 9 12 0 0
split_gain=2.99351 4.74627 4.8661 4.59557 4.10549 3.61003 3.76816
threshold=174126.00000000003 0.88305664062500011 0.072113037109375014 0.00019937753677368167 22.500000000000004 17.500000000000004 21.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -4 -7
right_child=1 2 5 -5 -6 6 -8
leaf_value=-0.0020883338359466174 -0.050286991490516436 0.17869357794188789 -0.040672469929064134 -0.21394349476983804 0.077728576327152299 0.11343259637307734 -0.026399126332923711
leaf_weight=1732.9383881128542 6.2258287948789057 1.29085755418055 21.58714645462533 2.3684878307394683 6.4679802462669604 3.6162518575802087 4.1251546361600049
leaf_count=22896 117 20 450 24 1371 43 29
internal_value=0 -0.0297305 -0.0112982 -0.0953963 -0.00179152 -0.0196627 0.0389223
internal_weight=0 39.2137 30.6194 8.59432 1739.41 29.3286 7.74141
internal_count=24950 683 542 141 24267 522 72
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=8
num_cat=0
split_feature=0 3 9 4 0 5 9
split_gain=4.06718 3.8771 3.77376 4.02873 5.17486 3.73575 3.67177
threshold=4.5000000000000009 8.5000000000000018 0.00016409158706665042 0.83520507812500011 10.500000000000002 5.6624412536621104e-07 0.00018495321273803714
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7
right_child=2 -3 3 5 -6 6 -8
leaf_value=-0.0657823162738633 0.00086116935421982346 0.0032791229795540336 -0.036858559698374718 -0.32379153887979667 -0.1806393171156396 -0.046384775135697512 -0.0048167614039413527
leaf_weight=8.1783245280385 225.6099062882422 1337.1676841636381 36.02767372695962 0.38127975910901923 2.6898235444677985 24.675029729784001 153.07616234478883
leaf_count=49 2846 17390 432 3 31 300 3902
internal_value=0 0.00285928 -0.00819302 -0.017613 -0.0468492 -0.0112583 -0.0105872
internal_weight=0 1345.35 442.46 216.85 38.7175 178.132 177.751
internal_count=24953 17439 7514 4668 463 4205 4202
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=8
num_cat=0
split_feature=6 4 6 1 2 13 12
split_gain=2.91418 5.33423 6.71485 5.70541 3.84139 4.18335 3.81668
threshold=0.0059795379638671884 2.6162109375000004 0.0012869834899902346 17159.000000000004 2217.5000000000005 19.058940043428588 20.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -5
right_child=-2 2 -4 6 5 -7 -8
leaf_value=-0.073652162023615117 0.0037668553324780364 0.079821551888151099 0.0056344962819156541 -0.013509373947119544 0.14803785353716178 0.02418305909749309 0.10422742701448973
leaf_weight=3.6885412262636228 1193.3917044281479 14.148224574280901 88.61580490207416 434.77757130775717 2.9291514679789534 39.475176716048736 2.7705272338644127
leaf_count=37 19612 96 653 3795 24 294 446
internal_value=0 -0.00484215 0.0158486 -0.00923855 0.0242253 0.0327398 -0.0127638
internal_weight=0 586.405 102.764 483.641 46.0929 42.4043 437.548
internal_count=24957 5345 749 4596 355 318 4241
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=8
num_cat=0
split_feature=4 11 11 11 11 7 4
split_gain=3.33247 6.15045 9.14737 5.11292 7.45464 6.69704 6.80202
threshold=34.390625000000007 0.0028238296508789067 0.0028524398803710942 0.0033979415893554692 0.0030794143676757817 0.00070738792419433605 48.859375000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.0008241803967543814 0.1062419228311567 -0.54581808519122565 0.10776646268420394 0.052961860940161434 -0.65650334590092208 -0.29543389536560144 0.032436532254382026
leaf_weight=1771.6927542956946 8.2978386854538275 0.30369811936361557 1.3880442964436941 8.6637836195714026 0.26216826913878355 1.2230416388047163 1.3104261586595383
leaf_count=17435 1527 40 305 5197 37 51 379
internal_value=0 0.03883 -0.00370551 0.00912401 -0.0816533 -0.175704 -0.125862
internal_weight=0 21.449 13.1512 12.8475 4.18368 2.79564 2.53347
internal_count=24971 7536 6009 5969 772 467 430
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=8
num_cat=0
split_feature=7 9 5 4 9 10 13
split_gain=3.00605 8.27481 3.02323 4.31529 3.26976 4.91278 4.10202
threshold=0.045608520507812507 0.00094819068908691417 1.4901161193847659e-07 6.4003906250000009 0.00011560320854187013 1.0000000180025095e-35 1.0437815887490507
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-0.041244855593000194 0.082627958606645679 -0.095781319586625321 -0.13217383923944614 0.084755856354676071 -0.0017394997339838872 -0.030322227569890309 0.011830220584116922
leaf_weight=29.912177419028012 12.165487961172401 3.3058482602846189 1.9873757930472482 2.9894059982616445 1287.9970602533776 30.731784875519224 407.87918317111325
leaf_count=290 98 76 25 19 19896 1664 2955
internal_value=0 0.0445046 0.000232693 -0.0297956 0.000804252 0.00824038 0.0111318
internal_weight=0 15.4713 1761.5 32.9016 1728.6 440.598 409.867
internal_count=25023 174 24849 309 24540 4644 2980
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=8
num_cat=0
split_feature=11 13 13 13 10 11 5
split_gain=2.41054 2.22624 2.18042 4.35499 4.22937 2.85149 3.22456
threshold=0.012813568115234377 44.644729942154918 4.9746432340907081 4.5113702547462307 2.5000000000000004 0.00096535682678222667 0.00017994642257690432
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -7
right_child=-2 -3 4 5 -6 6 -8
leaf_value=-0.0029439875828032695 -0.11587853999472211 -0.0169614254502993 0.0015586424992138676 -0.01034476063052147 0.082649650292326363 -0.077956613294757782 0.069341856787954889
leaf_weight=268.8568777963028 1.8121079033080594 78.49866954852223 1394.3259323121292 17.696334364358336 6.4612076897601574 17.932677871882337 1.6201779441471433
leaf_count=4229 102 691 18339 233 978 225 249
internal_value=0 -0.000495332 0.000261932 -0.00738375 0.0019327 -0.0394286 -0.06575
internal_weight=0 1785.39 1706.89 306.106 1400.79 37.2492 19.5529
internal_count=25046 24944 24253 4936 19317 707 474
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=8
num_cat=0
split_feature=11 3 3 5 5 5 3
split_gain=2.82832 3.81087 4.65274 3.70191 3.65418 3.89053 2.87029
threshold=0.00038588047027587896 102.50000000000001 103.50000000000001 2.1845102310180667e-05 1.4096498489379885e-05 1.4752149581909181e-05 40.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -2
right_child=6 2 4 -5 5 -7 -8
leaf_value=0.032724681886844458 0.0090488084151566332 -0.41337046698591112 0.060882970526513758 -0.034110001280147996 -0.36413755803694131 -0.015783112736244092 -0.001463453235452983
leaf_weight=66.439727377612144 319.78359683474991 0.38299205899238531 1.5606313659518494 9.4681818820536119 0.5625395074021069 0.74495894581195898 1383.2331858317393
leaf_count=545 2273 9 236 68 8 87 21741
internal_value=0 0.019847 -0.086167 0.024388 -0.0424261 -0.165722 0.000510483
internal_weight=0 79.159 3.25112 75.9079 2.86813 1.3075 1703.02
internal_count=24967 953 340 613 331 95 24014
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=8
num_cat=0
split_feature=1 13 1 1 9 8 5
split_gain=2.67038 3.26071 4.15987 3.94197 4.14074 5.00688 3.77913
threshold=84901.000000000015 11.531743199434294 104592.00000000001 89993.500000000015 0.00013691186904907229 0.12448120117187501 9.7543001174926771e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.0010928152963957567 -0.055585937928636781 -0.025116343984964224 -0.15955851134798749 -0.0012599645905542287 -0.024588777045467341 -0.27135179195115877 -0.059770445410432908
leaf_weight=1493.1920888321511 3.0118706369103192 8.6067000315670139 3.141346320120646 241.23107928625541 14.592915346449443 1.6727248999522997 11.567881489762838
leaf_count=20645 66 216 51 2635 285 17 1059
internal_value=0 -0.00948873 -0.0610694 -0.00726142 -0.0508496 -0.132645 -0.00393746
internal_weight=0 283.825 11.748 272.076 19.2775 4.6846 252.799
internal_count=24974 4329 267 4062 368 83 3694
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=8
num_cat=0
split_feature=8 8 1 1 5 4 4
split_gain=2.8988 8.90729 3.90051 4.30405 4.90231 2.94928 2.91908
threshold=0.36242675781250006 0.34460449218750006 26087.500000000004 33768.500000000007 2.5480985641479496e-05 4.5097656250000009 4.6777343750000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 6 -4 -5
right_child=2 -3 3 4 -6 -7 -8
leaf_value=0.0004256602353667748 0.098713683210404468 0.095984424609329169 -0.035153279731010359 -0.02074238224738062 0.066208684295028727 -0.24206299500417786 -0.089173622639518946
leaf_weight=1705.8111881960704 2.5787180324005012 9.810229657641683 1.2594550698995584 40.601022212795215 5.783387613215381 1.5208523673099987 7.3640393804525948
leaf_count=23897 63 173 11 343 382 32 48
internal_value=0 0.000972105 -0.0215517 -0.0270386 -0.0207622 -0.148353 -0.0312493
internal_weight=0 1715.62 59.1075 56.5288 53.7484 2.78031 47.9651
internal_count=24949 24070 879 816 773 43 391
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=8
num_cat=0
split_feature=1 3 3 7 6 3 3
split_gain=2.96289 4.8878 4.1686 3.28059 3.17993 2.83947 2.69299
threshold=14246.500000000002 60.500000000000007 106.50000000000001 0.011585235595703127 0.010112762451171877 23.500000000000004 100.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -2 -7
right_child=5 2 -4 -5 -6 6 -8
leaf_value=0.016598173265106316 0.018468047630290155 0.041396768519932348 -0.071587987062245076 0.13569524386608114 -0.028625644656355139 -0.0032121255637680753 0.011591981499881394
leaf_weight=39.802109862677753 70.941820135019952 34.826668304434861 2.9660638669629398 4.1262505149497875 25.515241671237163 1471.0857596689457 134.0757309843757
leaf_count=232 452 275 231 54 203 13331 10176
internal_value=0 0.0160353 0.042685 0.051387 -0.00106782 -0.00111027 -0.00197556
internal_weight=0 107.236 41.919 38.9529 65.3174 1676.1 1605.16
internal_count=24954 995 560 329 435 23959 23507
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=8
num_cat=0
split_feature=0 11 13 11 5 9 8
split_gain=3.7044 5.0497 5.89559 4.69378 7.29651 5.18314 5.05344
threshold=3.5000000000000004 0.0011467933654785158 20.032656204886283 0.0012631416320800783 3.9666891098022468e-05 0.00012212991714477542 0.055068969726562507
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -3
right_child=-2 3 -4 5 -6 -7 -8
leaf_value=0.02349021324533903 -0.0065834029818481223 -0.094550325385290734 0.0016445084138424822 0.051378735391969944 0.014575899991531867 -0.0027192159151389222 -0.0215809558271777
leaf_weight=195.88415364085813 702.90307488940471 18.435803614614997 334.47954302935977 18.39436907810159 22.795789416442858 476.14979934549046 19.56158419395797
leaf_count=1834 12009 169 2536 161 165 7966 142
internal_value=0 0.00273439 0.009713 -0.00393039 -0.0301518 -0.000707019 -0.0569854
internal_weight=0 1085.7 530.364 555.337 60.7932 494.544 37.9974
internal_count=24982 12973 4370 8603 476 8127 311
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=8
num_cat=0
split_feature=2 9 9 3 9 1 1
split_gain=4.15591 4.92615 5.38122 3.92518 3.17208 4.56702 9.94152
threshold=2029.5000000000002 0.00011560320854187013 0.00014919042587280276 125.50000000000001 0.00057053565979003917 37931.000000000007 29223.500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -6
right_child=3 2 -4 -5 5 -7 -8
leaf_value=-0.10213426639469246 0.00048995575070727979 0.22491346225577771 0.046495446784875001 0.091146566024228257 -0.010440055094121742 0.018678380438601341 -0.099558547032489259
leaf_weight=1.8411996888462443 1672.9442666754403 1.9719560728408385 11.832308437769823 4.6839953551934732 52.880940133178228 24.524039731277298 16.399150788398401
leaf_count=23 15002 15 159 5178 1335 2677 670
internal_value=0 0.0514949 0.0719882 -0.000271011 -0.000513398 -0.0184076 -0.0315356
internal_weight=0 15.6455 13.8043 1771.43 1766.75 93.8041 69.2801
internal_count=25059 197 174 24862 19684 4682 2005
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=8
num_cat=0
split_feature=9 11 2 4 7 4 4
split_gain=2.36729 7.7135 9.78113 5.61258 4.45875 8.74043 7.33208
threshold=0.00057053565979003917 0.0038213729858398442 4152.5000000000009 0.70239257812500011 0.0093116760253906267 7.7167968750000009 0.10083007812500001
decision_type=2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.001977428726245063 -0.032569007717682834 0.12391596581678324 0.13383892956073321 -0.029483060121867972 0.11662227182979884 0.072813927807650378 0.0032273943412008989
leaf_weight=1464.043227452672 72.570391302893768 2.8116383366286817 6.8251169130471672 15.712824877862657 5.8773041223175815 22.191468711258494 190.98857639006746
leaf_count=15479 2201 22 2982 1857 37 863 1572
internal_value=0 -0.0159809 0.0315067 -0.00619798 1.34872e-05 0.0133195 0.00661296
internal_weight=0 97.92 25.3496 18.5245 1683.1 219.057 196.866
internal_count=25013 7062 4861 1879 17951 2472 1609
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=8
num_cat=0
split_feature=11 7 2 13 2 6 2
split_gain=4.31249 4.41647 6.42065 5.14109 6.11724 4.99799 8.52243
threshold=0.0016217231750488283 0.0066890716552734384 13371.500000000002 4.9746432340907081 2029.5000000000002 0.011280059814453127 5203.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.0021298269284271295 -0.057782240189053063 0.0040015602827330214 0.16160691238702626 0.1038037794988283 -0.011929214204905982 0.00054596367530437102 -0.066615700082512705
leaf_weight=1350.2237095417549 26.328665909026313 107.42574618305025 2.6482342103627152 4.5196296713693291 110.02683360315859 133.97529028435383 38.457906202354934
leaf_count=13540 1007 4192 176 44 890 4751 390
internal_value=0 -0.00943724 0.0077939 -0.015491 -0.011611 -0.0134579 -0.0260933
internal_weight=0 423.382 110.074 313.308 286.98 282.46 148.485
internal_count=24990 11450 4368 7082 6075 6031 1280
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=8
num_cat=0
split_feature=8 4 3 13 11 11 13
split_gain=3.64084 3.67248 5.24396 2.7875 2.65993 6.06625 4.35849
threshold=0.0046310424804687509 5.5839843750000009 66.500000000000014 38.318150144000796 0.0019021034240722658 0.0018820762634277346 23.661657052601154
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 -7
right_child=4 -3 3 -5 -6 6 -8
leaf_value=-0.056204374096794074 0.00067817336917516658 -0.11379932382948049 -0.015094724056665246 0.071132637015760905 -0.0091875951008372533 0.049985312007858808 0.23180904968916299
leaf_weight=18.26420737337321 1428.7627224176103 4.78179335243476 8.4113810939597879 6.763207803014665 300.38514420651518 6.1673076290826421 1.6765985277015714
leaf_count=124 14490 49 96 62 10026 81 12
internal_value=0 -0.0318313 -0.0201085 0.0233367 -0.000629727 0.00115967 0.0888588
internal_weight=0 38.2206 33.4388 15.1746 1736.99 1436.61 7.84391
internal_count=24940 331 282 158 24609 14583 93
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=8
num_cat=0
split_feature=2 9 0 11 7 11 3
split_gain=2.71072 7.32132 8.92057 5.32272 3.62009 4.06939 4.32938
threshold=2756.5000000000005 0.00023239850997924807 2.5000000000000004 0.0016942024230957033 0.010128021240234377 0.0052013397216796884 38.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6
right_child=-2 4 -4 -5 5 -7 -8
leaf_value=0.05827081731713623 -0.0011392133105160283 -0.016194352736266761 0.018119712433301766 0.20731906659200849 -0.058095641284049516 0.12629812111195057 0.022124762376696028
leaf_weight=6.2997410088428278 1456.8950648622185 109.84921049811601 147.49403367876221 3.8666810616850853 8.0707427043234912 3.1363771568976508 40.412860389194975
leaf_count=90 20724 1781 1569 32 62 174 530
internal_value=0 0.00903659 0.0243649 0.114965 -0.00593014 0.0159124 0.00877058
internal_weight=0 319.13 157.66 10.1664 161.469 51.62 48.4836
internal_count=24962 4238 1691 122 2547 766 592
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=8
num_cat=0
split_feature=3 5 3 11 0 9 11
split_gain=2.51179 5.1208 3.67934 5.46179 3.72766 3.30301 3.2853
threshold=100.50000000000001 0.0001241564750671387 99.500000000000014 0.00038588047027587896 5.5000000000000009 0.00067543983459472667 0.0032339096069335942
decision_type=2 2 2 2 2 2 2
left_child=2 5 -1 -4 -5 -2 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.00049917007224099808 0.0100482400807556 0.067756067016693677 0.1475379765170037 -0.036696727169647482 0.037971044037132355 -0.12742825074291439 0.053295391670005757
leaf_weight=1576.1418319348304 117.7486972350016 15.481005984686815 1.8193370401859272 58.045728822879028 7.5560823452542527 3.4163433144713045 1.4252839133550876
leaf_count=13862 4537 5872 11 556 68 68 62
internal_value=0 0.0135634 -0.0004794 -0.0233559 -0.0280962 0.00671965 -0.0742257
internal_weight=0 138.071 1643.56 67.4211 65.6018 122.59 4.84163
internal_count=25036 10539 14497 635 624 4667 130
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=8
num_cat=0
split_feature=10 1 3 6 6 6 3
split_gain=2.03407 7.69109 9.85237 3.4489 2.78669 3.65705 3.00932
threshold=1.5000000000000002 174126.00000000003 61.500000000000007 0.017890930175781253 0.015876770019531253 0.013446807861328127 85.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00030064850435723847 0.033014331133724192 -0.4423655057487042 0.066140112089647277 -0.12188455513366332 0.081720487717467372 -0.1357015233136484 0.02023055869238671
leaf_weight=1722.9655455829843 30.883889388191164 0.71850266680121322 1.7277402949403042 2.2398705776377028 9.2749571563008413 2.5337622384540728 2.4189024208171759
leaf_count=21871 1753 8 142 69 905 34 128
internal_value=0 0.0201998 -0.10173 -0.0400074 0.0328665 0.0202216 -0.0595468
internal_weight=0 49.7976 4.68611 3.96761 45.1115 35.8366 4.95266
internal_count=24910 3039 219 211 2820 1915 162
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=8
num_cat=0
split_feature=3 2 6 13 13 2 7
split_gain=3.13158 6.82778 7.1307 5.64032 23.7105 16.6349 19.0582
threshold=101.50000000000001 2076.5000000000005 0.010372161865234377 7.9486195546037424 7.5493960913199283 4675.5000000000009 0.0064716339111328134
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.00067836998269114499 -0.12812507000914294 0.00025244366637874291 0.03609450735485363 0.092605840740345086 0.10227127400191026 -2.4118946369622858 -0.64552003985367146
leaf_weight=1682.4531283582764 3.0425141441628503 53.283382665642421 18.339639031971277 20.546321927177814 0.19438726873704482 0.079241755125622149 0.26462440963041445
leaf_count=14857 164 2319 3143 4281 84 49 33
internal_value=0 0.0192706 0.0241084 0.0563502 0.0168891 -0.637063 -1.05469
internal_weight=0 95.7501 92.7076 39.4242 18.8779 0.538253 0.343866
internal_count=24930 10073 9909 7590 3309 166 82
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=8
num_cat=0
split_feature=2 1 8 13 3 3 3
split_gain=2.26697 1.67237 4.64899 3.07215 3.75603 4.64865 3.36621
threshold=25670.000000000004 117576.50000000001 0.068634033203125014 7.8718588859595373 104.50000000000001 213.50000000000003 102.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.0010136014167211177 -0.051081649517448251 0.034607689403252338 -0.014477216175539065 -0.10226321280864953 0.089482715625621753 -0.4262686250285419 -0.1169484679576385
leaf_weight=1603.0654580987475 8.715104103203883 20.551589833161415 125.40914541757957 4.0423204591188542 4.8560841533299017 0.18092857065130363 3.2895651137514497
leaf_count=22564 95 205 1154 66 792 14 69
internal_value=0 4.52231e-05 -0.00975942 -0.0163775 -0.0137812 0.0709268 -0.0170968
internal_weight=0 1761.4 158.33 137.778 133.736 5.03701 128.699
internal_count=24959 24864 2300 2095 2029 806 1223
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=8
num_cat=0
split_feature=1 1 11 11 3 11 4
split_gain=2.16213 6.95952 3.10655 2.67236 2.29047 2.83762 2.6487
threshold=9889.5000000000018 6778.5000000000009 0.0029172897338867192 0.0059490203857421884 60.500000000000007 0.0015540122985839846 9.7187500000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=0.018480965421888023 -0.00031290293702796541 0.077921624479258725 -0.083512302724892046 0.16738867580659725 0.08073073346022186 -0.051647461824658229 0.060007127854734589
leaf_weight=5.2919737357296963 1732.2593123773995 5.1987795140594306 6.8533458239398897 1.8759116276123666 9.9104084616374148 6.2957504913210851 3.2063409793190658
leaf_count=39 24563 24 67 44 175 37 26
internal_value=0 0.0236066 -0.0390721 0.0523473 0.0435762 0.0185272 -0.0139699
internal_weight=0 38.6325 12.1453 26.4872 24.6113 14.7009 9.50209
internal_count=24975 412 106 306 262 87 63
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=8
num_cat=0
split_feature=4 5 11 7 4 4 7
split_gain=2.2191 2.41239 7.21594 5.61892 5.11604 4.11185 3.70185
threshold=85.281250000000014 0.00079464912414550792 0.0017733573913574221 0.0017943382263183596 51.703125000000007 53.234375000000007 0.0045604705810546884
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7
right_child=-2 2 4 -5 5 6 -8
leaf_value=-2.6117874142284633e-05 0.079891653037814134 -0.16172534153848581 0.11313915592086579 -0.80293093533987325 -0.69808192404573022 0.10364653810184346 -0.22692470922274199
leaf_weight=1764.1056436348154 3.4664221744769739 0.36131439168457236 1.4787398667413074 0.21970543662973796 0.124102950827364 0.55318682224606142 0.87282363909071137
leaf_count=19055 4974 43 218 18 20 327 271
internal_value=0 -0.000193239 -0.0818538 -0.404546 -0.01991 -0.146833 -0.0986905
internal_weight=0 1767.72 3.60987 0.58102 3.02885 1.55011 1.42601
internal_count=24926 19952 897 61 836 618 598
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=8
num_cat=0
split_feature=9 10 0 1 9 5 10
split_gain=2.77182 3.43091 3.32982 3.5689 4.20223 3.72621 3.61961
threshold=8.3416700363159193e-05 3.5000000000000004 17.500000000000004 130982.00000000001 0.00023239850997924807 5.9902667999267587e-06 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.009222645728880291 -0.00207091088294794 0.1065878968067995 0.063900763581676415 0.036589868870653873 -0.066925101427987604 -0.023973885077709103 0.079897113343532611
leaf_weight=238.45279975315498 1453.4953364743305 2.8847683993799356 7.5009732545695433 12.845316668273879 17.441981568691517 48.566822205670178 5.4069953279567917
leaf_count=2551 20170 509 60 132 497 644 499
internal_value=0 -0.00235948 -0.0025629 -0.00288712 -0.0236087 -0.0113058 -0.0017671
internal_weight=0 1548.14 1545.26 1537.76 78.8541 61.4121 1458.9
internal_count=25062 22511 22002 21942 1273 776 20669
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=8
num_cat=0
split_feature=2 1 8 1 1 2 2
split_gain=2.51074 5.60103 4.30637 7.3888 5.31029 4.68042 6.24996
threshold=11239.500000000002 152991.00000000003 0.093109130859375014 91184.000000000015 40285.500000000007 22901.500000000004 17484.000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.0016740580963523037 -0.018127722406974876 0.15169887824046091 -0.035873808217373342 -0.096142190424872057 0.031197425949373622 -0.063306358981461988 0.13186726057171116
leaf_weight=1529.2206920882481 184.68277558560567 2.1435167372674178 11.371259706167619 5.6022840361974877 29.687984276441966 3.8767525765388191 7.7838761307166342
leaf_count=21987 1899 36 121 146 604 54 129
internal_value=0 -0.00922711 -0.0106469 0.0130419 0.024645 0.0412886 0.0521104
internal_weight=0 245.148 243.005 58.3222 52.7199 41.3486 37.4719
internal_count=24976 2989 2953 1054 908 787 733
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=8
num_cat=0
split_feature=1 4 11 4 5 1 8
split_gain=2.09529 4.23891 4.08335 6.71798 8.68688 7.65625 5.12184
threshold=27235.500000000004 62.671875000000007 0.0019021034240722658 19.257812500000004 0.00070881843566894542 37931.000000000007 0.022239685058593753
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -4
right_child=1 -3 6 4 5 -7 -8
leaf_value=0.0077727849509248497 -5.9098429469714053e-05 0.10233912105618137 -0.083269060408151116 0.074017802795407539 -0.78736160722643878 0.10073772829718564 -0.01160158165571264
leaf_weight=363.99302722764151 1239.0748355361211 3.9777448551076295 10.773059271581586 16.700230196463966 0.22250980034004797 0.17183068906524568 134.05871792726612
leaf_count=3764 12503 5042 144 853 8 87 2577
internal_value=0 -0.000740576 -0.00103327 0.000799872 0.06306 -0.40063 -0.0169327
internal_weight=0 1404.98 1401 1256.17 17.0946 0.39434 144.832
internal_count=24978 21214 16172 13451 948 95 2721
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=8
num_cat=0
split_feature=4 1 13 13 5 6 9
split_gain=2.71973 5.54565 4.57055 4.38631 2.94992 4.76065 2.53399
threshold=41.765625000000007 24668.000000000004 26.385476414505863 26.036549867165263 0.0005290508270263673 0.052108764648437507 0.00010684132575988771
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0063967430809426162 0.039310750631878222 0.093011004431492378 0.085329945817349803 -0.67395854625152107 -0.23043097290173195 0.10545985547816668 -0.0027271553527207994
leaf_weight=391.8800936997286 1.3350338502787051 8.7522636097460218 2.0966936428776535 0.12783351247526287 1.7169019671018761 0.55915690067922685 1363.5871808070751
leaf_count=4179 106 6209 329 16 87 381 13658
internal_value=0 0.0426665 -0.0328404 -0.0991104 -0.0786939 -0.147907 -0.000690387
internal_weight=0 14.5879 5.83562 3.73893 3.61109 2.27606 1755.47
internal_count=24965 7128 919 590 574 468 17837
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=8
num_cat=0
split_feature=1 3 4 4 5 7 3
split_gain=2.43039 9.0968 2.82575 2.44984 3.96174 3.7141 2.78501
threshold=174126.00000000003 66.500000000000014 6.0957031250000009 0.021697998046875003 2.0712614059448246e-05 0.0004161596298217774 96.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.022796456226383141 -0.16358874284820671 -0.016446808241441416 0.093428740519930858 0.00065334124645111938 -0.047760790688346912 0.0854261596931742 -0.093322829546969577
leaf_weight=39.136250453535467 4.2412855922884765 31.599333568039583 2.5275012196179878 1673.0056065089943 3.2145717117236909 6.003676961758174 6.533792053902288
leaf_count=298 33 468 168 23816 27 40 99
internal_value=0 -0.0254747 -0.00830817 -2.86845e-05 -0.0208169 0.0389809 -0.0328871
internal_weight=0 38.3681 34.1268 1727.89 54.8883 9.21825 45.67
internal_count=24949 669 636 24280 464 67 397
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=8
num_cat=0
split_feature=12 3 6 3 3 0 3
split_gain=2.29042 4.56487 4.71384 2.09481 1.97581 1.9188 2.73286
threshold=22.500000000000004 55.500000000000007 0.011577606201171877 125.50000000000001 264.50000000000006 3.5000000000000004 104.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -3 -1 -7
right_child=1 4 -4 -5 -6 6 -8
leaf_value=0.0029202277211333254 0.10204650160955274 0.10262191682383554 -0.28479636395990399 0.075961200979307197 -0.068819446894743133 -0.0047991755157409935 0.038171273235054086
leaf_weight=1073.2258966991194 0.5479310816153864 6.3249438283673953 0.74009419977664948 3.6646061298465602 0.75187664269469667 670.82952021423262 15.134080598090803
leaf_count=10791 50 1539 13 4511 4 6055 1976
internal_value=0 0.0528874 -0.120246 0.000437209 0.0844039 0.000279865 -0.00385111
internal_weight=0 8.36485 1.28803 1762.85 7.07682 1759.19 685.964
internal_count=24939 1606 63 23333 1543 18822 8031
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=8
num_cat=0
split_feature=3 3 1 2 1 0 6
split_gain=3.44396 3.75062 3.72526 3.65763 3.29179 3.26229 3.00182
threshold=17.500000000000004 23.500000000000004 33433.500000000007 7474.5000000000009 21147.500000000004 2.5000000000000004 0.0066509246826171884
decision_type=2 2 2 2 2 2 2
left_child=3 2 5 4 -1 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.016300549573279446 0.029182605119125078 0.00085030068096673777 -0.0042614387066565174 0.038198352972265072 -0.074981185831570749 -0.013003618017116515 0.12889305295117459
leaf_weight=27.848517191130668 22.876541761448607 1664.0581670708893 21.743181607802399 7.7668733943137331 14.556621925905345 1.8748086355626563 7.2774954142805655
leaf_count=189 157 24330 124 45 81 15 75
internal_value=0 0.00169026 0.0276838 -0.0248893 -0.0364447 0.0493702 0.0998263
internal_weight=0 1717.83 53.772 50.172 42.4051 32.0288 9.1523
internal_count=25016 24701 371 315 270 247 90
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=8
num_cat=0
split_feature=4 5 2 11 2 1 4
split_gain=2.4673 7.09151 2.37175 2.58645 5.78473 6.90437 3.8793
threshold=0.0023479461669921879 2.2858381271362308e-05 20224.000000000004 0.0007884502410888673 18677.000000000004 57469.500000000007 0.76269531250000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -5
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.075051952755803869 0.0070810197070551393 0.11422650472136107 -0.026043148478866653 -0.011185538607088267 0.042239080232381765 0.29233422663300018 0.0018168025953704252
leaf_weight=11.219924688048193 569.01586314762972 2.4030533800832918 31.708115755916879 315.55189045993029 6.667478399755054 1.3225709681546503 841.0551272810626
leaf_count=99 5982 17 356 2924 84 43 15484
internal_value=0 -0.0416613 0.00105942 0.00155514 -0.00114477 0.0836486 -0.00173057
internal_weight=0 13.623 1765.32 1733.61 1164.6 7.99005 1156.61
internal_count=24989 116 24873 24517 18535 127 18408
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
sum_completeness=170
codon_pca=132
gc_var=128
sum_len=125
tetra_pca=102
cpg_max_min=89
redundunt_protein=84
cpg_var=75
skew_max_min=69
min_len=67
skew_var=61
min_contig_rate=52
num_seqs=41
overlap_singl_like_gene=19
redundunt_cat=16
overlap_sp_one_or_no=2

parameters:
[boosting: gbdt]
[objective: binary]
[metric: auc]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 8]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.88745]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 7719]
[feature_fraction: 0.58]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2437]
[extra_trees: 0]
[extra_seed: 11797]
[early_stopping_round: 150]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 4.54792e-05]
[lambda_l2: 0.000361657]
[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: 21238]
[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: 38]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 0]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: 14,15]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 8855]
[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:[]
